diff --git a/DESCRIPTION b/DESCRIPTION
index e4c6041..3dc87b7 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,7 +1,7 @@
 Type: Package
 Package: tsmp
 Title: Time Series with Matrix Profile
-Version: 0.4.12.9000
+Version: 0.4.14.9000
 Authors@R: 
     c(person(given = "Francisco",
              family = "Bischoff",
@@ -65,7 +65,7 @@ Suggests:
     vdiffr
 LinkingTo: 
     Rcpp (>= 1.0.3),
-    RcppParallel (>= 4.4.4)
+    RcppParallel (>= 5.0.0)
 VignetteBuilder: 
     knitr
 Encoding: UTF-8
diff --git a/NEWS b/NEWS
index de69381..644730c 100644
--- a/NEWS
+++ b/NEWS
@@ -1,6 +1,6 @@
 <!-- NEWS.md is generated from NEWS.Rmd. Please edit that file -->
 
-tsmp 0.4.12
+tsmp 0.4.14
 ===========
 
 -   Fix ASAN/UBSAN errors using RcppParallel
diff --git a/NEWS.Rmd b/NEWS.Rmd
index 4fb407e..5394286 100644
--- a/NEWS.Rmd
+++ b/NEWS.Rmd
@@ -21,7 +21,7 @@ knitr::opts_chunk$set(
 )
 ```
 
-# tsmp 0.4.12
+# tsmp 0.4.14
 * Fix ASAN/UBSAN errors using RcppParallel
 
 # tsmp 0.4.11
diff --git a/NEWS.md b/NEWS.md
index 11c1605..69e98a0 100644
--- a/NEWS.md
+++ b/NEWS.md
@@ -1,11 +1,11 @@
 NEWS
 ================
 Francisco Bischoff
-\- 18 Mar 2020
+\- 05 Apr 2020
 
 <!-- NEWS.md is generated from NEWS.Rmd. Please edit that file -->
 
-# tsmp 0.4.12
+# tsmp 0.4.14
 
   - Fix ASAN/UBSAN errors using RcppParallel
 
diff --git a/R/analyze.R b/R/analyze.R
index 61aee54..6810bfc 100644
--- a/R/analyze.R
+++ b/R/analyze.R
@@ -37,7 +37,7 @@
 #'
 #' # Matrix Profile
 #' result <- analyze(mp_toy_data$data[, 1], 80)
-#' \dontrun{
+#' \donttest{
 #' # Pan Matrix Profile
 #' result <- analyze(mp_toy_data$data[, 1])
 #' }
diff --git a/R/compute.R b/R/compute.R
index 82f0617..b55238f 100644
--- a/R/compute.R
+++ b/R/compute.R
@@ -38,7 +38,7 @@
 #'
 #' # Matrix Profile
 #' result <- compute(mp_toy_data$data[, 1], 80)
-#' \dontrun{
+#' \donttest{
 #' # Pan-Matrix Profile
 #' result <- compute(mp_toy_data$data[, 1])
 #' }
diff --git a/R/find-snippet.R b/R/find-snippet.R
index 0e753b8..f8ca72c 100644
--- a/R/find-snippet.R
+++ b/R/find-snippet.R
@@ -39,7 +39,7 @@
 #' @examples
 #'
 #' snippets <- find_snippet(mp_fluss_data$walkjogrun$data[1:300], 40, n_snippets = 2)
-#' \dontrun{
+#' \donttest{
 #' snippets <- find_snippet(mp_fluss_data$walkjogrun$data, 120, n_snippets = 3)
 #' plot(snippets)
 #' }
diff --git a/R/mpx.R b/R/mpx.R
index d526c07..31cddab 100644
--- a/R/mpx.R
+++ b/R/mpx.R
@@ -10,6 +10,11 @@
 #'
 #' @return Returns MP and MPI
 #' @export
+#'
+#' @examples
+#' \donttest{
+#' mp <- mpx(mp_toy_data$data[1:200, 1], window_size = 30)
+#' }
 
 mpx <- function(data, window_size, query = NULL, idx = TRUE, dist = c("euclidean", "pearson"), n_workers = 1) {
 
diff --git a/R/mstomp.R b/R/mstomp.R
index 551d56a..77f2914 100644
--- a/R/mstomp.R
+++ b/R/mstomp.R
@@ -46,7 +46,7 @@
 #' @examples
 #' # using all dimensions
 #' mp <- mstomp(mp_toy_data$data[1:150, ], 30, verbose = 0)
-#' \dontrun{
+#' \donttest{
 #' #' # using threads
 #' mp <- mstomp_par(mp_toy_data$data[1:150, ], 30, verbose = 0)
 #'
diff --git a/R/plot.R b/R/plot.R
index 2c16855..e0a5f49 100644
--- a/R/plot.R
+++ b/R/plot.R
@@ -128,6 +128,7 @@ plot.ArcCount <- function(x, data, type = c("data", "matrix"), exclusion_zone =
                           threshold = stats::quantile(x$cac, 0.1), main = "Arcs Discover", xlab = "index",
                           ylab = "", ...) {
   def_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(def_par))
 
   if (missing(data) && !is.null(x$data)) {
     data <- x$data[[1]]
@@ -214,8 +215,6 @@ plot.ArcCount <- function(x, data, type = c("data", "matrix"), exclusion_zone =
   graphics::mtext(text = main, font = 2, cex = 1.5, outer = TRUE)
   graphics::plot(xnum, c(cac, rep(NA, x$w - 1)), main = "Arc count", type = "l", xlab = xlab, ylab = "normalized count", xlim = xlim, ...)
   graphics::plot(xnum, plot_data, main = data_main, type = "l", xlab = xlab, ylab = data_lab, xlim = xlim, ...)
-
-  graphics::par(def_par)
 }
 
 #' @export
@@ -224,6 +223,7 @@ plot.ArcCount <- function(x, data, type = c("data", "matrix"), exclusion_zone =
 #'
 plot.Valmod <- function(x, ylab = "distance", xlab = "index", main = "Valmod Matrix Profile", data = FALSE, ...) {
   def_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(def_par))
   allmatrix <- FALSE
   num_charts <- 1
 
@@ -257,8 +257,6 @@ plot.Valmod <- function(x, ylab = "distance", xlab = "index", main = "Valmod Mat
     graphics::plot(xnum, c(x$rmp, rep(NA, min(x$w) - 1)), type = "l", main = "Right Matrix Profile", ylab = ylab, xlab = xlab, ...)
     graphics::plot(xnum, c(x$lmp, rep(NA, min(x$w) - 1)), type = "l", main = "Left Matrix Profile", ylab = ylab, xlab = xlab, ...)
   }
-
-  graphics::par(def_par)
 }
 
 #' @export
@@ -267,6 +265,7 @@ plot.Valmod <- function(x, ylab = "distance", xlab = "index", main = "Valmod Mat
 #'
 plot.MatrixProfile <- function(x, ylab = "distance", xlab = "index", main = "Unidimensional Matrix Profile", data = FALSE, ...) {
   def_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(def_par))
   allmatrix <- FALSE
   num_charts <- 1
 
@@ -307,8 +306,6 @@ plot.MatrixProfile <- function(x, ylab = "distance", xlab = "index", main = "Uni
     graphics::plot(xnum, c(x$rmp, rep(NA, x$w - 1)), type = "l", main = "Right Matrix Profile", ylab = ylab, xlab = xlab, ...)
     graphics::plot(xnum, c(x$lmp, rep(NA, x$w - 1)), type = "l", main = "Left Matrix Profile", ylab = ylab, xlab = xlab, ...)
   }
-
-  graphics::par(def_par)
 }
 
 #' @export
@@ -317,6 +314,7 @@ plot.MatrixProfile <- function(x, ylab = "distance", xlab = "index", main = "Uni
 #'
 plot.MultiMatrixProfile <- function(x, ylab = "distance", xlab = "index", main = "Multidimensional Matrix Profile", ...) {
   def_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(def_par))
   allmatrix <- FALSE
   num_charts <- 1
   mask <- !is.na(x$mp[1, ])
@@ -357,8 +355,6 @@ plot.MultiMatrixProfile <- function(x, ylab = "distance", xlab = "index", main =
       graphics::plot(xnum, c(x$lmp[, i], rep(NA, min(x$w) - 1)), type = "l", main = "Left Matrix Profile", ylab = ylab, xlab = xlab, ...)
     }
   }
-
-  graphics::par(def_par)
 }
 
 #' @export
@@ -367,6 +363,7 @@ plot.MultiMatrixProfile <- function(x, ylab = "distance", xlab = "index", main =
 #'
 plot.SimpleMatrixProfile <- function(x, ylab = "distance", xlab = "index", main = "SiMPle Matrix Profile", data = FALSE, ...) {
   def_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(def_par))
   num_charts <- 1
 
   xnum <- seq_len(nrow(x$mp) + x$w - 1)
@@ -417,7 +414,6 @@ plot.SimpleMatrixProfile <- function(x, ylab = "distance", xlab = "index", main
   graphics::plot(xnum, c(x$mp, rep(NA, min(x$w) - 1)), type = "l", main = paste0("Matrix Profile (w = ", x$w, "; ez = ", x$ez, ")"), ylab = ylab, xlab = xlab, ...)
 
   graphics::mtext(text = main, font = 2, cex = 1.5, outer = TRUE)
-  graphics::par(def_par)
 }
 
 #' @export
@@ -428,6 +424,7 @@ plot.Fluss <- function(x, data, type = c("data", "matrix"),
                        main = "Fast Low-cost Unipotent Semantic Segmentation", xlab = "index",
                        ylab = "", ...) {
   def_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(def_par))
 
   if (missing(data) && !is.null(x$data)) {
     data <- x$data[[1]]
@@ -480,8 +477,6 @@ plot.Fluss <- function(x, data, type = c("data", "matrix"),
   graphics::mtext(text = main, font = 2, cex = 1.5, outer = TRUE)
   graphics::plot(xnum, plot_data, main = data_main, type = "l", xlab = xlab, ylab = data_lab, xlim = xlim, ...)
   graphics::plot(xnum, c(x$cac, rep(NA, min(x$w) - 1)), main = "Arc count", type = "l", xlab = xlab, ylab = "normalized count", xlim = xlim, ylim = c(0, 1), ...)
-
-  graphics::par(def_par)
 }
 
 #' @export
@@ -492,6 +487,7 @@ plot.Floss <- function(x, data, type = c("data", "matrix"),
                        main = "Fast Low-cost Online Semantic Segmentation", xlab = "index",
                        ylab = "", ...) {
   def_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(def_par))
 
   if (missing(data) && !is.null(x$data)) {
     data <- x$data[[1]]
@@ -557,8 +553,6 @@ plot.Floss <- function(x, data, type = c("data", "matrix"),
   graphics::mtext(text = main, font = 2, cex = 1.5, outer = TRUE)
   graphics::plot(xnum, plot_data, main = data_main, type = "l", xlab = xlab, ylab = data_lab, xlim = xlim, ...)
   graphics::plot(xnum, cac, main = "Arc count", type = "l", xlab = xlab, ylab = "normalized count", xlim = xlim, ylim = c(0, 1), ...)
-
-  graphics::par(def_par)
 }
 
 #' @export
@@ -567,6 +561,7 @@ plot.Floss <- function(x, data, type = c("data", "matrix"),
 #'
 plot.Chain <- function(x, data, type = c("data", "matrix"), main = "Chain Discover", xlab = "index", ylab = "", ...) {
   def_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(def_par))
 
   if (missing(data) && !is.null(x$data)) {
     data <- x$data[[1]]
@@ -624,8 +619,6 @@ plot.Chain <- function(x, data, type = c("data", "matrix"), main = "Chain Discov
 
     graphics::lines(motif - i / 2, col = i, ...)
   }
-
-  graphics::par(def_par)
 }
 
 #' @export
@@ -634,6 +627,7 @@ plot.Chain <- function(x, data, type = c("data", "matrix"), main = "Chain Discov
 #'
 plot.Discord <- function(x, data, type = c("data", "matrix"), ncol = 3, main = "Discord Discover", xlab = "index", ylab = "", ...) {
   def_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(def_par))
 
   if (missing(data) && !is.null(x$data)) {
     data <- x$data[[1]]
@@ -701,8 +695,6 @@ plot.Discord <- function(x, data, type = c("data", "matrix"), ncol = 3, main = "
 
     graphics::lines(discord1, col = i, lwd = 2)
   }
-
-  graphics::par(def_par)
 }
 
 
@@ -713,12 +705,12 @@ plot.Discord <- function(x, data, type = c("data", "matrix"), ncol = 3, main = "
 
 plot.Snippet <- function(x, data, ncol = 3, main = "Snippet Finder", xlab = "index", ylab = "", ...) {
   def_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(def_par))
 
   snippets <- x$snippet_idx
   n_snippets <- length(x$snippet_idx)
 
   if (n_snippets == 0) {
-    graphics::par(def_par)
     stop("No Snippets found to plot.")
   }
 
@@ -772,9 +764,6 @@ plot.Snippet <- function(x, data, ncol = 3, main = "Snippet Finder", xlab = "ind
   }
 
   # obj <- list(snippet_idx = snippetidx, snippet_frac = fraction, snippet_size = s_size, regime = horizontal, data = list(data))
-
-
-  graphics::par(def_par)
 }
 
 
@@ -784,12 +773,12 @@ plot.Snippet <- function(x, data, ncol = 3, main = "Snippet Finder", xlab = "ind
 #'
 plot.Motif <- function(x, data, type = c("data", "matrix"), ncol = 3, main = "MOTIF Discover", xlab = "index", ylab = "", ...) {
   def_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(def_par))
 
   motifs <- x$motif$motif_idx
   n_motifs <- length(x$motif$motif_idx)
 
   if (n_motifs == 0) {
-    graphics::par(def_par)
     stop("No Motifs found to plot.")
   }
 
@@ -894,8 +883,6 @@ plot.Motif <- function(x, data, type = c("data", "matrix"), ncol = 3, main = "MO
       graphics::lines(motif1, col = i, lwd = 2)
     }
   }
-
-  graphics::par(def_par)
 }
 
 #' @export
@@ -904,12 +891,12 @@ plot.Motif <- function(x, data, type = c("data", "matrix"), ncol = 3, main = "MO
 #'
 plot.MultiMotif <- function(x, data, type = c("data", "matrix"), ncol = 3, main = "Multidimensional MOTIF Discover", xlab = "index", ylab = "", ...) {
   def_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(def_par))
 
   motifs <- x$motif$motif_idx
   n_motifs <- length(x$motif$motif_idx)
 
   if (n_motifs == 0) {
-    graphics::par(def_par)
     stop("No Motifs found to plot.")
   }
 
@@ -1012,8 +999,6 @@ plot.MultiMotif <- function(x, data, type = c("data", "matrix"), ncol = 3, main
     graphics::lines(motif2[[1]], col = i, lwd = 1)
     graphics::lines(motif1[[1]], col = i, lwd = 2)
   }
-
-  graphics::par(def_par)
 }
 
 
@@ -1024,6 +1009,7 @@ plot.MultiMotif <- function(x, data, type = c("data", "matrix"), ncol = 3, main
 
 plot.Salient <- function(x, data, main = "Salient Subsections", xlab = "index", ylab = "", ...) {
   def_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(def_par))
 
   if (missing(data) && !is.null(x$data)) {
     data <- x$data[[1]]
@@ -1061,8 +1047,6 @@ plot.Salient <- function(x, data, main = "Salient Subsections", xlab = "index",
   )
 
   graphics::plot(mds, main = "MDS")
-
-  graphics::par(def_par)
 }
 
 skimp_plot_set_canvas <- function(..., pmp_obj = NULL) {
@@ -1249,6 +1233,7 @@ skimp_plot_add_raster <- function(layer, window, window_set = NULL, func = NULL)
 #'
 plot.PMP <- function(x, ylab = "distance", xlab = "index", main = "Unidimensional Matrix Profile", data = FALSE, ...) {
   def_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(def_par))
   # prepare plot using the values in `windows` vector.
   min_window <- min(x$w)
   max_window <- max(x$w)
@@ -1287,8 +1272,6 @@ plot.PMP <- function(x, ylab = "distance", xlab = "index", main = "Unidimensiona
       )
     }
   }
-
-  graphics::par(def_par)
 }
 
 #' @keywords internal
@@ -1296,6 +1279,7 @@ plot.PMP <- function(x, ylab = "distance", xlab = "index", main = "Unidimensiona
 #'
 plot_skimp <- function(pmp, func = NULL) {
   def_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(def_par))
   # prepare plot using the values in `windows` vector.
   min_window <- min(pmp$w)
   max_window <- max(pmp$w)
@@ -1329,6 +1313,4 @@ plot_skimp <- function(pmp, func = NULL) {
       skimp_plot_add_layer(layer, i, window_sizes, func)
     }
   }
-
-  graphics::par(def_par)
 }
diff --git a/R/pmp.R b/R/pmp.R
index 900c307..8fb620d 100644
--- a/R/pmp.R
+++ b/R/pmp.R
@@ -42,9 +42,9 @@
 #' @export
 #'
 #' @examples
+#' \donttest{
 #' # Just compute
 #' pan <- pmp(mp_gait_data)
-#' \dontrun{
 #' # Compute the upper bound, than add new profiles
 #' pan <- pmp_upper_bound(mp_gait_data)
 #' pan <- pmp(mp_gait_data, pmp_obj = pan)
diff --git a/R/salient.R b/R/salient.R
index 758e19b..a30ae21 100644
--- a/R/salient.R
+++ b/R/salient.R
@@ -33,7 +33,7 @@
 #' data <- mp_toy_data$data[, 1]
 #' mp <- tsmp(data, window_size = 30, verbose = 0)
 #' mps <- salient_subsequences(mp, data, verbose = 0)
-#' \dontrun{
+#' \donttest{
 #' # full example
 #' data <- mp_meat_data$sub$data
 #' w <- mp_meat_data$sub$sub_len
diff --git a/R/scrimp.R b/R/scrimp.R
index 873b015..7951fb4 100644
--- a/R/scrimp.R
+++ b/R/scrimp.R
@@ -37,7 +37,7 @@
 #'
 #' @examples
 #' mp <- scrimp(mp_toy_data$data[1:200, 1], window_size = 30, verbose = 0)
-#' \dontrun{
+#' \donttest{
 #' ref_data <- mp_toy_data$data[, 1]
 #' query_data <- mp_toy_data$data[, 2]
 #' # self similarity
diff --git a/R/sdts-predict.R b/R/sdts-predict.R
index 873d815..f8c119c 100644
--- a/R/sdts-predict.R
+++ b/R/sdts-predict.R
@@ -29,7 +29,7 @@
 #' model <- sdts_train(tr_data, tr_label, w, verbose = 0)
 #' predict <- sdts_predict(model, te_data, round(mean(w)))
 #' sdts_score(predict, te_label, 1)
-#' \dontrun{
+#' \donttest{
 #' windows <- c(110, 220, 330)
 #' model <- sdts_train(mp_test_data$train$data, mp_test_data$train$label, windows, verbose = 0)
 #' predict <- sdts_predict(model, mp_test_data$test$data, round(mean(windows)))
@@ -114,7 +114,7 @@ sdts_predict <- function(model, data, window_size) {
 #' model <- sdts_train(tr_data, tr_label, w, verbose = 0)
 #' predict <- sdts_predict(model, te_data, round(mean(w)))
 #' sdts_score(predict, te_label, 1)
-#' \dontrun{
+#' \donttest{
 #' windows <- c(110, 220, 330)
 #' model <- sdts_train(mp_test_data$train$data, mp_test_data$train$label, windows)
 #' predict <- sdts_predict(model, mp_test_data$test$data, round(mean(windows)))
diff --git a/R/sdts-train.R b/R/sdts-train.R
index 63ac0eb..93a50cb 100644
--- a/R/sdts-train.R
+++ b/R/sdts-train.R
@@ -39,7 +39,7 @@
 #' model <- sdts_train(tr_data, tr_label, w, verbose = 0)
 #' predict <- sdts_predict(model, te_data, round(mean(w)))
 #' sdts_score(predict, te_label, 1)
-#' \dontrun{
+#' \donttest{
 #' windows <- c(110, 220, 330)
 #' model <- sdts_train(mp_test_data$train$data, mp_test_data$train$label, windows)
 #' predict <- sdts_predict(model, mp_test_data$test$data, round(mean(windows)))
diff --git a/R/serialize.R b/R/serialize.R
index 5d84229..650022b 100644
--- a/R/serialize.R
+++ b/R/serialize.R
@@ -9,8 +9,8 @@
 #' @examples
 #'
 #' result <- compute(mp_toy_data$data[, 1], 80)
-#' \dontrun{
-#' write(result, file = "output.json")
+#' \donttest{
+#' write(result, file = file.path(tempdir(), "output.json"))
 #' }
 write <- function(x, ...) {
   UseMethod("write")
@@ -64,7 +64,7 @@ write.MatrixProfile <- function(x, file, ...) {
     .withNames = TRUE, # default length(x) > 0 && length(names(x)) > 0
     asIs = NA # default NA
   ), file = file)
-  options(digits = dgtz)
+  on.exit(options(digits = dgtz))
 }
 
 #' @name write
@@ -106,7 +106,7 @@ write.PMP <- function(x, file, ...) {
     .withNames = TRUE, # default length(x) > 0 && length(names(x)) > 0
     asIs = NA # default NA
   ), file = file)
-  options(digits = dgtz)
+  on.exit(options(digits = dgtz))
 }
 
 #' Read TSMP object from JSON file.
@@ -119,7 +119,7 @@ write.PMP <- function(x, file, ...) {
 #'
 #' @examples
 #'
-#' \dontrun{
+#' \donttest{
 #' result <- read("input.json")
 #' }
 read <- function(x, ...) {
diff --git a/R/stamp.R b/R/stamp.R
index da0e2a8..d7e6372 100644
--- a/R/stamp.R
+++ b/R/stamp.R
@@ -43,7 +43,7 @@
 #'
 #' @examples
 #' mp <- stamp(mp_toy_data$data[1:200, 1], window_size = 30, verbose = 0)
-#' \dontrun{
+#' \donttest{
 #'
 #' #' # using threads
 #' mp <- stamp_par(mp_toy_data$data[1:200, 1], window_size = 30, verbose = 0)
diff --git a/R/stomp.R b/R/stomp.R
index 2714dc2..f3f911e 100644
--- a/R/stomp.R
+++ b/R/stomp.R
@@ -35,7 +35,7 @@
 #'
 #' @examples
 #' mp <- stomp(mp_toy_data$data[1:200, 1], window_size = 30, verbose = 0)
-#' \dontrun{
+#' \donttest{
 #' #' # using threads
 #' mp <- stomp_par(mp_toy_data$data[1:400, 1], window_size = 30, verbose = 0)
 #'
diff --git a/R/tsmp.R b/R/tsmp.R
index 0fca9ce..cd50c23 100644
--- a/R/tsmp.R
+++ b/R/tsmp.R
@@ -104,7 +104,7 @@
 #'
 #' # [simple_fast()]
 #' mp <- tsmp(mp_toy_data$data[1:200, ], window_size = 30, mode = "simple", verbose = 0)
-#' \dontrun{
+#' \donttest{
 #' # parallel with [stomp_par()]
 #' mp <- tsmp(mp_test_data$train$data[1:1000, 1], window_size = 30, n_workers = 2, verbose = 0)
 #' }
diff --git a/R/valmod.R b/R/valmod.R
index 5ccf651..0d35082 100644
--- a/R/valmod.R
+++ b/R/valmod.R
@@ -40,7 +40,7 @@
 #'
 #' @examples
 #' mp <- valmod(mp_toy_data$data[1:200, 1], window_min = 30, window_max = 40, verbose = 0)
-#' \dontrun{
+#' \donttest{
 #' ref_data <- mp_toy_data$data[, 1]
 #' query_data <- mp_toy_data$data[, 2]
 #' # self similarity
diff --git a/R/zzz.R b/R/zzz.R
index 070cc99..8215813 100644
--- a/R/zzz.R
+++ b/R/zzz.R
@@ -14,5 +14,9 @@ tsmp_default_options <- list(
 }
 
 .onAttach <- function(libname, pkgname) {
+  if (!identical(Sys.getenv("NOT_CRAN"), "true")) {
+    Sys.setenv(RCPP_PARALLEL_BACKEND = "tinythread")
+  }
+
   packageStartupMessage("Welcome to Matrix Profile")
 }
diff --git a/README.md b/README.md
index 0c27394..3c9f9e4 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 README
 ================
 Francisco Bischoff
-\- 18 Mar 2020
+\- 05 Apr 2020
 
 <!-- README.md is generated from README.Rmd. Please edit that file -->
 
diff --git a/cran-comments.md b/cran-comments.md
index 679311b..29c54a3 100644
--- a/cran-comments.md
+++ b/cran-comments.md
@@ -1,5 +1,8 @@
 ## Comments
-ASAN/UBSAN errors fixed from RcppParallel
+Fixed CRAN issues:
+- Please replace `\dontrun{}` by `\donttest{}` in your Rd-files.
+- Using `tempdir()` in test functions
+- Added `on.exit(par(old_par))` and similar
 
 ## Test environments
 * Rhub
diff --git a/docs/404.html b/docs/404.html
index 0854a96..7abdff0 100644
--- a/docs/404.html
+++ b/docs/404.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="bootstrap-toc.css">
+<script src="bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="pkgdown.css" rel="stylesheet">
@@ -44,7 +48,6 @@
 
 <meta property="og:title" content="Page not found (404)" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -62,7 +65,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-title-body">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -76,7 +79,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -109,7 +112,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -134,6 +137,12 @@ <h1>Page not found (404)</h1>
 
   </div>
 
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
+  </div>
+
 </div>
 
 
@@ -144,7 +153,7 @@ <h1>Page not found (404)</h1>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/CODE_OF_CONDUCT.html b/docs/CODE_OF_CONDUCT.html
index 05bb05a..f322e4b 100644
--- a/docs/CODE_OF_CONDUCT.html
+++ b/docs/CODE_OF_CONDUCT.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="bootstrap-toc.css">
+<script src="bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="pkgdown.css" rel="stylesheet">
@@ -44,7 +48,6 @@
 
 <meta property="og:title" content="Contributor Covenant Code of Conduct" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -62,7 +65,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-title-body">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -76,7 +79,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -109,7 +112,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -183,6 +186,12 @@ <h2 class="hasAnchor">
 
   </div>
 
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
+  </div>
+
 </div>
 
 
@@ -193,7 +202,7 @@ <h2 class="hasAnchor">
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/CONTRIBUTING.html b/docs/CONTRIBUTING.html
index 6071ac2..26db220 100644
--- a/docs/CONTRIBUTING.html
+++ b/docs/CONTRIBUTING.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="bootstrap-toc.css">
+<script src="bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
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-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
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-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
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+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="pkgdown.css" rel="stylesheet">
@@ -44,7 +48,6 @@
 
 <meta property="og:title" content="Contributing to tsmp" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -62,7 +65,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-title-body">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -76,7 +79,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -109,7 +112,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -179,6 +182,12 @@ <h3 class="hasAnchor">
 
   </div>
 
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
+  </div>
+
 </div>
 
 
@@ -189,7 +198,7 @@ <h3 class="hasAnchor">
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/ISSUE_TEMPLATE.html b/docs/ISSUE_TEMPLATE.html
index 9b4a629..180225d 100644
--- a/docs/ISSUE_TEMPLATE.html
+++ b/docs/ISSUE_TEMPLATE.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
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-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
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+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="bootstrap-toc.css">
+<script src="bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
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+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="pkgdown.css" rel="stylesheet">
@@ -44,7 +48,6 @@
 
 <meta property="og:title" content="NA" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -62,7 +65,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-title-body">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -76,7 +79,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -109,7 +112,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -135,9 +138,15 @@ <h1>NA</h1>
 <p>Please include a minimal reproducible example (AKA a reprex). If you’ve never heard of a <a href="https://reprex.tidyverse.org/">reprex</a> before, start by reading <a href="https://www.tidyverse.org/help/#reprex" class="uri">https://www.tidyverse.org/help/#reprex</a>.</p>
 <hr>
 <p>Brief description of the problem</p>
-<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb1-1" title="1"><span class="co"># insert reprex here</span></a></code></pre></div>
+<div class="sourceCode" id="cb1"><html><pre class="r"># insert reprex here</pre></html></div>
+
 
+  </div>
 
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 
 </div>
@@ -150,7 +159,7 @@ <h1>NA</h1>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/LICENSE.html b/docs/LICENSE.html
index c15c4bc..dd92b20 100644
--- a/docs/LICENSE.html
+++ b/docs/LICENSE.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="bootstrap-toc.css">
+<script src="bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="pkgdown.css" rel="stylesheet">
@@ -44,7 +48,6 @@
 
 <meta property="og:title" content="Apache License" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -62,7 +65,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-title-body">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -76,7 +79,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -109,7 +112,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -207,24 +210,30 @@ <h4 class="hasAnchor">
 <h3 class="hasAnchor">
 <a href="#appendix-how-to-apply-the-apache-license-to-your-work" class="anchor"></a>APPENDIX: How to apply the Apache License to your work</h3>
 <p>To apply the Apache License to your work, attach the following boilerplate notice, with the fields enclosed by brackets <code>[]</code> replaced with your own identifying information. (Don’t include the brackets!) The text should be enclosed in the appropriate comment syntax for the file format. We also recommend that a file or class name and description of purpose be included on the same “printed page” as the copyright notice for easier identification within third-party archives.</p>
-<div class="sourceCode" id="cb1"><pre class="sourceCode R"><code class="sourceCode r"><a class="sourceLine" id="cb1-1" title="1">Copyright <span class="dv">2020</span> tsmp</a>
-<a class="sourceLine" id="cb1-2" title="2"></a>
-<a class="sourceLine" id="cb1-3" title="3">Licensed under the Apache License, Version <span class="fl">2.0</span> (the <span class="st">"License"</span>);</a>
-<a class="sourceLine" id="cb1-4" title="4">you may not use this file except <span class="cf">in</span> compliance with the License.</a>
-<a class="sourceLine" id="cb1-5" title="5">You may obtain a copy of the License at</a>
-<a class="sourceLine" id="cb1-6" title="6"></a>
-<a class="sourceLine" id="cb1-7" title="7">  http<span class="op">:</span><span class="er">//</span>www.apache.org<span class="op">/</span>licenses<span class="op">/</span>LICENSE<span class="fl">-2.0</span></a>
-<a class="sourceLine" id="cb1-8" title="8"></a>
-<a class="sourceLine" id="cb1-9" title="9">Unless required by applicable law or agreed to <span class="cf">in</span> writing, software</a>
-<a class="sourceLine" id="cb1-10" title="10">distributed under the License is distributed on an <span class="st">"AS IS"</span> BASIS,</a>
-<a class="sourceLine" id="cb1-11" title="11">WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.</a>
-<a class="sourceLine" id="cb1-12" title="12">See the License <span class="cf">for</span> the specific language governing permissions and</a>
-<a class="sourceLine" id="cb1-13" title="13">limitations under the License.</a></code></pre></div>
+<div class="sourceCode" id="cb1"><pre class="sourceCode R"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1"></a>Copyright <span class="dv">2020</span> tsmp</span>
+<span id="cb1-2"><a href="#cb1-2"></a></span>
+<span id="cb1-3"><a href="#cb1-3"></a>Licensed under the Apache License, Version <span class="fl">2.0</span> (the <span class="st">"License"</span>);</span>
+<span id="cb1-4"><a href="#cb1-4"></a>you may not use this file except <span class="cf">in</span> compliance with the License.</span>
+<span id="cb1-5"><a href="#cb1-5"></a>You may obtain a copy of the License at</span>
+<span id="cb1-6"><a href="#cb1-6"></a></span>
+<span id="cb1-7"><a href="#cb1-7"></a>  http<span class="op">:</span><span class="er">//</span>www.apache.org<span class="op">/</span>licenses<span class="op">/</span>LICENSE<span class="fl">-2.0</span></span>
+<span id="cb1-8"><a href="#cb1-8"></a></span>
+<span id="cb1-9"><a href="#cb1-9"></a>Unless required by applicable law or agreed to <span class="cf">in</span> writing, software</span>
+<span id="cb1-10"><a href="#cb1-10"></a>distributed under the License is distributed on an <span class="st">"AS IS"</span> BASIS,</span>
+<span id="cb1-11"><a href="#cb1-11"></a>WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.</span>
+<span id="cb1-12"><a href="#cb1-12"></a>See the License <span class="cf">for</span> the specific language governing permissions and</span>
+<span id="cb1-13"><a href="#cb1-13"></a>limitations under the License.</span></code></pre></div>
 </div>
 </div>
 
   </div>
 
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
+  </div>
+
 </div>
 
 
@@ -235,7 +244,7 @@ <h3 class="hasAnchor">
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/SUPPORT.html b/docs/SUPPORT.html
index 8d073a7..f0f1c0d 100644
--- a/docs/SUPPORT.html
+++ b/docs/SUPPORT.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="bootstrap-toc.css">
+<script src="bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="pkgdown.css" rel="stylesheet">
@@ -44,7 +48,6 @@
 
 <meta property="og:title" content="Getting help with tsmp" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -62,7 +65,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-title-body">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -76,7 +79,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -109,7 +112,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -149,6 +152,12 @@ <h1>Getting help with tsmp</h1>
 
   </div>
 
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
+  </div>
+
 </div>
 
 
@@ -159,7 +168,7 @@ <h1>Getting help with tsmp</h1>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/articles/index.html b/docs/articles/index.html
index 171cd1a..839d089 100644
--- a/docs/articles/index.html
+++ b/docs/articles/index.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
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+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
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+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
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+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
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+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -44,7 +48,6 @@
 
 <meta property="og:title" content="Articles" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -62,7 +65,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-article-index">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -76,7 +79,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -109,7 +112,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -134,9 +137,10 @@ <h1>Articles</h1>
       <h3>All vignettes</h3>
       <p class="section-desc"></p>
 
-      <ul>
-        <li><a href="press.html">Time Series with Matrix Profile</a></li>
-      </ul>
+      <dl>
+        <dt><a href="press.html">Time Series with Matrix Profile</a></dt>
+        <dd></dt>
+      </dl>
     </div>
   </div>
 </div>
@@ -148,7 +152,7 @@ <h3>All vignettes</h3>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/articles/press.html b/docs/articles/press.html
index aa54193..5bc4f5a 100644
--- a/docs/articles/press.html
+++ b/docs/articles/press.html
@@ -12,20 +12,20 @@
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-<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script><!-- Bootstrap --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous">
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-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous">
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+<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous">
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous">
+<!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet">
 <script src="../pkgdown.js"></script><meta property="og:title" content="Time Series with Matrix Profile">
-<meta property="og:description" content="">
+<meta property="og:description" content="tsmp">
 <meta property="og:image" content="/logo.png">
-<meta name="twitter:card" content="summary">
 <!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]-->
 </head>
-<body>
+<body data-spy="scroll" data-target="#toc">
     <div class="container template-article">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
   <div class="container">
@@ -38,7 +38,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -71,7 +71,7 @@
       </ul>
 <ul class="nav navbar-nav navbar-right">
 <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -89,10 +89,10 @@
       </header><div class="row">
   <div class="col-md-9 contents">
     <div class="page-header toc-ignore">
-      <h1>Time Series with Matrix Profile</h1>
+      <h1 data-toc-skip>Time Series with Matrix Profile</h1>
                         <h4 class="author">Francisco Bischoff</h4>
             
-            <h4 class="date">2020-03-18</h4>
+            <h4 class="date">2020-04-07</h4>
       
       <small class="dont-index">Source: <a href="https://github.com/matrix-profile-foundation/tsmp/blob/master/vignettes/press.Rmd"><code>vignettes/press.Rmd</code></a></small>
       <div class="hidden name"><code>press.Rmd</code></div>
@@ -132,8 +132,8 @@ <h2 class="hasAnchor">
 <div id="performance-on-an-intelr-coretm-i7-7700-cpu-3-60ghz-using-a-random-walk-dataset" class="section level3">
 <h3 class="hasAnchor">
 <a href="#performance-on-an-intelr-coretm-i7-7700-cpu-3-60ghz-using-a-random-walk-dataset" class="anchor"></a>Performance on an Intel(R) Core(TM) i7-7700 CPU @ 3.60GHz using a random walk dataset</h3>
-<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb1-1" title="1"><span class="kw"><a href="https://rdrr.io/r/base/Random.html">set.seed</a></span>(<span class="dv">2018</span>)</a>
-<a class="sourceLine" id="cb1-2" title="2">data &lt;-<span class="st"> </span><span class="kw"><a href="https://rdrr.io/r/base/cumsum.html">cumsum</a></span>(<span class="kw"><a href="https://rdrr.io/r/base/sample.html">sample</a></span>(<span class="kw"><a href="https://rdrr.io/r/base/c.html">c</a></span>(<span class="op">-</span><span class="dv">1</span>, <span class="dv">1</span>), <span class="dv">40000</span>, <span class="ot">TRUE</span>))</a></code></pre></div>
+<div class="sourceCode" id="cb1"><html><body><pre class="r">set.seed(2018)
+data </pre></body></html></div>
 <table class="table">
 <thead><tr class="header">
 <th></th>
@@ -192,25 +192,18 @@ <h2 class="hasAnchor">
 <div class="footnotes">
 <hr>
 <ol>
-<li id="fn1"><p>For pure <a href="https://en.wikipedia.org/wiki/Similarity_search">similarity search</a>, it is suggested you see <a href="http://www.cs.unm.edu/~mueen/FastestSimilaritySearch.html">MASS</a> for Euclidean Distance, and the <a href="http://www.cs.ucr.edu/~eamonn/UCRsuite.html">UCR Suite</a> for DTW<a href="#fnref1" class="footnote-back">↩</a></p></li>
-<li id="fn2"><p>All Pairs Similarity Search<a href="#fnref2" class="footnote-back">↩</a></p></li>
-<li id="fn3"><p>These are results using only R code, no low-level C code optimizations<a href="#fnref3" class="footnote-back">↩</a></p></li>
+<li id="fn1"><p>For pure <a href="https://en.wikipedia.org/wiki/Similarity_search">similarity search</a>, it is suggested you see <a href="http://www.cs.unm.edu/~mueen/FastestSimilaritySearch.html">MASS</a> for Euclidean Distance, and the <a href="http://www.cs.ucr.edu/~eamonn/UCRsuite.html">UCR Suite</a> for DTW<a href="#fnref1" class="footnote-back">↩︎</a></p></li>
+<li id="fn2"><p>All Pairs Similarity Search<a href="#fnref2" class="footnote-back">↩︎</a></p></li>
+<li id="fn3"><p>These are results using only R code, no low-level C code optimizations<a href="#fnref3" class="footnote-back">↩︎</a></p></li>
 </ol>
 </div>
   </div>
 
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
 
-        <div id="tocnav">
-      <h2 class="hasAnchor">
-<a href="#tocnav" class="anchor"></a>Contents</h2>
-      <ul class="nav nav-pills nav-stacked">
-<li><a href="#matrix-profile">Matrix Profile</a></li>
-      <li><a href="#why-should-you-care">Why should you care?</a></li>
-      <li><a href="#further-readings">Further readings</a></li>
-      </ul>
+        <nav id="toc" data-toggle="toc"><h2 data-toc-skip>Contents</h2>
+    </nav>
 </div>
-      </div>
 
 </div>
 
@@ -221,7 +214,7 @@ <h2 class="hasAnchor">
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/authors.html b/docs/authors.html
index 305a9a6..8a0033c 100644
--- a/docs/authors.html
+++ b/docs/authors.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="bootstrap-toc.css">
+<script src="bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
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+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
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+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
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+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="pkgdown.css" rel="stylesheet">
@@ -44,7 +48,6 @@
 
 <meta property="og:title" content="Authors" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -62,7 +65,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-authors">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -76,7 +79,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -109,7 +112,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -132,27 +135,27 @@ <h1>Authors</h1>
 
     <ul class="list-unstyled">
       <li>
-        <p><strong>Francisco Bischoff</strong>. Author, maintainer. <a href='https://orcid.org/https://orcid.org/0000-0002-5301-8672' target='orcid.widget'><img src='https://members.orcid.org/sites/default/files/vector_iD_icon.svg' class='orcid' alt='ORCID'></a>
+        <p><strong>Francisco Bischoff</strong>. Author, maintainer. <a href='https://orcid.org/https://orcid.org/0000-0002-5301-8672' target='orcid.widget' aria-label='ORCID'><span class='fab fa-orcid orcid' aria-hidden='true'></span></a>
         </p>
       </li>
       <li>
-        <p><strong>Michael Yeh</strong>. Researcher, conceptor, contributor. <a href='https://orcid.org/https://orcid.org/0000-0002-9807-2963' target='orcid.widget'><img src='https://members.orcid.org/sites/default/files/vector_iD_icon.svg' class='orcid' alt='ORCID'></a>
+        <p><strong>Michael Yeh</strong>. Researcher, conceptor, contributor. <a href='https://orcid.org/https://orcid.org/0000-0002-9807-2963' target='orcid.widget' aria-label='ORCID'><span class='fab fa-orcid orcid' aria-hidden='true'></span></a>
         </p>
       </li>
       <li>
-        <p><strong>Diego Silva</strong>. Researcher, conceptor, contributor. <a href='https://orcid.org/https://orcid.org/0000-0002-5184-9413' target='orcid.widget'><img src='https://members.orcid.org/sites/default/files/vector_iD_icon.svg' class='orcid' alt='ORCID'></a>
+        <p><strong>Diego Silva</strong>. Researcher, conceptor, contributor. <a href='https://orcid.org/https://orcid.org/0000-0002-5184-9413' target='orcid.widget' aria-label='ORCID'><span class='fab fa-orcid orcid' aria-hidden='true'></span></a>
         </p>
       </li>
       <li>
-        <p><strong>Yan Zhu</strong>. Researcher, conceptor, contributor. <a href='https://orcid.org/https://orcid.org/0000-0002-5952-2108' target='orcid.widget'><img src='https://members.orcid.org/sites/default/files/vector_iD_icon.svg' class='orcid' alt='ORCID'></a>
+        <p><strong>Yan Zhu</strong>. Researcher, conceptor, contributor. <a href='https://orcid.org/https://orcid.org/0000-0002-5952-2108' target='orcid.widget' aria-label='ORCID'><span class='fab fa-orcid orcid' aria-hidden='true'></span></a>
         </p>
       </li>
       <li>
-        <p><strong>Hoang Dau</strong>. Researcher, conceptor, contributor. <a href='https://orcid.org/https://orcid.org/0000-0003-2439-5185' target='orcid.widget'><img src='https://members.orcid.org/sites/default/files/vector_iD_icon.svg' class='orcid' alt='ORCID'></a>
+        <p><strong>Hoang Dau</strong>. Researcher, conceptor, contributor. <a href='https://orcid.org/https://orcid.org/0000-0003-2439-5185' target='orcid.widget' aria-label='ORCID'><span class='fab fa-orcid orcid' aria-hidden='true'></span></a>
         </p>
       </li>
       <li>
-        <p><strong>Michele Linardi</strong>. Researcher, conceptor, contributor. <a href='https://orcid.org/https://orcid.org/0000-0002-3249-2068' target='orcid.widget'><img src='https://members.orcid.org/sites/default/files/vector_iD_icon.svg' class='orcid' alt='ORCID'></a>
+        <p><strong>Michele Linardi</strong>. Researcher, conceptor, contributor. <a href='https://orcid.org/https://orcid.org/0000-0002-3249-2068' target='orcid.widget' aria-label='ORCID'><span class='fab fa-orcid orcid' aria-hidden='true'></span></a>
         </p>
       </li>
     </ul>
@@ -169,7 +172,7 @@ <h1>Authors</h1>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/bootstrap-toc.css b/docs/bootstrap-toc.css
new file mode 100644
index 0000000..5a85941
--- /dev/null
+++ b/docs/bootstrap-toc.css
@@ -0,0 +1,60 @@
+/*!
+ * Bootstrap Table of Contents v0.4.1 (http://afeld.github.io/bootstrap-toc/)
+ * Copyright 2015 Aidan Feldman
+ * Licensed under MIT (https://github.com/afeld/bootstrap-toc/blob/gh-pages/LICENSE.md) */
+
+/* modified from https://github.com/twbs/bootstrap/blob/94b4076dd2efba9af71f0b18d4ee4b163aa9e0dd/docs/assets/css/src/docs.css#L548-L601 */
+
+/* All levels of nav */
+nav[data-toggle='toc'] .nav > li > a {
+  display: block;
+  padding: 4px 20px;
+  font-size: 13px;
+  font-weight: 500;
+  color: #767676;
+}
+nav[data-toggle='toc'] .nav > li > a:hover,
+nav[data-toggle='toc'] .nav > li > a:focus {
+  padding-left: 19px;
+  color: #563d7c;
+  text-decoration: none;
+  background-color: transparent;
+  border-left: 1px solid #563d7c;
+}
+nav[data-toggle='toc'] .nav > .active > a,
+nav[data-toggle='toc'] .nav > .active:hover > a,
+nav[data-toggle='toc'] .nav > .active:focus > a {
+  padding-left: 18px;
+  font-weight: bold;
+  color: #563d7c;
+  background-color: transparent;
+  border-left: 2px solid #563d7c;
+}
+
+/* Nav: second level (shown on .active) */
+nav[data-toggle='toc'] .nav .nav {
+  display: none; /* Hide by default, but at >768px, show it */
+  padding-bottom: 10px;
+}
+nav[data-toggle='toc'] .nav .nav > li > a {
+  padding-top: 1px;
+  padding-bottom: 1px;
+  padding-left: 30px;
+  font-size: 12px;
+  font-weight: normal;
+}
+nav[data-toggle='toc'] .nav .nav > li > a:hover,
+nav[data-toggle='toc'] .nav .nav > li > a:focus {
+  padding-left: 29px;
+}
+nav[data-toggle='toc'] .nav .nav > .active > a,
+nav[data-toggle='toc'] .nav .nav > .active:hover > a,
+nav[data-toggle='toc'] .nav .nav > .active:focus > a {
+  padding-left: 28px;
+  font-weight: 500;
+}
+
+/* from https://github.com/twbs/bootstrap/blob/e38f066d8c203c3e032da0ff23cd2d6098ee2dd6/docs/assets/css/src/docs.css#L631-L634 */
+nav[data-toggle='toc'] .nav > .active > ul {
+  display: block;
+}
diff --git a/docs/bootstrap-toc.js b/docs/bootstrap-toc.js
new file mode 100644
index 0000000..1cdd573
--- /dev/null
+++ b/docs/bootstrap-toc.js
@@ -0,0 +1,159 @@
+/*!
+ * Bootstrap Table of Contents v0.4.1 (http://afeld.github.io/bootstrap-toc/)
+ * Copyright 2015 Aidan Feldman
+ * Licensed under MIT (https://github.com/afeld/bootstrap-toc/blob/gh-pages/LICENSE.md) */
+(function() {
+  'use strict';
+
+  window.Toc = {
+    helpers: {
+      // return all matching elements in the set, or their descendants
+      findOrFilter: function($el, selector) {
+        // http://danielnouri.org/notes/2011/03/14/a-jquery-find-that-also-finds-the-root-element/
+        // http://stackoverflow.com/a/12731439/358804
+        var $descendants = $el.find(selector);
+        return $el.filter(selector).add($descendants).filter(':not([data-toc-skip])');
+      },
+
+      generateUniqueIdBase: function(el) {
+        var text = $(el).text();
+        var anchor = text.trim().toLowerCase().replace(/[^A-Za-z0-9]+/g, '-');
+        return anchor || el.tagName.toLowerCase();
+      },
+
+      generateUniqueId: function(el) {
+        var anchorBase = this.generateUniqueIdBase(el);
+        for (var i = 0; ; i++) {
+          var anchor = anchorBase;
+          if (i > 0) {
+            // add suffix
+            anchor += '-' + i;
+          }
+          // check if ID already exists
+          if (!document.getElementById(anchor)) {
+            return anchor;
+          }
+        }
+      },
+
+      generateAnchor: function(el) {
+        if (el.id) {
+          return el.id;
+        } else {
+          var anchor = this.generateUniqueId(el);
+          el.id = anchor;
+          return anchor;
+        }
+      },
+
+      createNavList: function() {
+        return $('<ul class="nav"></ul>');
+      },
+
+      createChildNavList: function($parent) {
+        var $childList = this.createNavList();
+        $parent.append($childList);
+        return $childList;
+      },
+
+      generateNavEl: function(anchor, text) {
+        var $a = $('<a></a>');
+        $a.attr('href', '#' + anchor);
+        $a.text(text);
+        var $li = $('<li></li>');
+        $li.append($a);
+        return $li;
+      },
+
+      generateNavItem: function(headingEl) {
+        var anchor = this.generateAnchor(headingEl);
+        var $heading = $(headingEl);
+        var text = $heading.data('toc-text') || $heading.text();
+        return this.generateNavEl(anchor, text);
+      },
+
+      // Find the first heading level (`<h1>`, then `<h2>`, etc.) that has more than one element. Defaults to 1 (for `<h1>`).
+      getTopLevel: function($scope) {
+        for (var i = 1; i <= 6; i++) {
+          var $headings = this.findOrFilter($scope, 'h' + i);
+          if ($headings.length > 1) {
+            return i;
+          }
+        }
+
+        return 1;
+      },
+
+      // returns the elements for the top level, and the next below it
+      getHeadings: function($scope, topLevel) {
+        var topSelector = 'h' + topLevel;
+
+        var secondaryLevel = topLevel + 1;
+        var secondarySelector = 'h' + secondaryLevel;
+
+        return this.findOrFilter($scope, topSelector + ',' + secondarySelector);
+      },
+
+      getNavLevel: function(el) {
+        return parseInt(el.tagName.charAt(1), 10);
+      },
+
+      populateNav: function($topContext, topLevel, $headings) {
+        var $context = $topContext;
+        var $prevNav;
+
+        var helpers = this;
+        $headings.each(function(i, el) {
+          var $newNav = helpers.generateNavItem(el);
+          var navLevel = helpers.getNavLevel(el);
+
+          // determine the proper $context
+          if (navLevel === topLevel) {
+            // use top level
+            $context = $topContext;
+          } else if ($prevNav && $context === $topContext) {
+            // create a new level of the tree and switch to it
+            $context = helpers.createChildNavList($prevNav);
+          } // else use the current $context
+
+          $context.append($newNav);
+
+          $prevNav = $newNav;
+        });
+      },
+
+      parseOps: function(arg) {
+        var opts;
+        if (arg.jquery) {
+          opts = {
+            $nav: arg
+          };
+        } else {
+          opts = arg;
+        }
+        opts.$scope = opts.$scope || $(document.body);
+        return opts;
+      }
+    },
+
+    // accepts a jQuery object, or an options object
+    init: function(opts) {
+      opts = this.helpers.parseOps(opts);
+
+      // ensure that the data attribute is in place for styling
+      opts.$nav.attr('data-toggle', 'toc');
+
+      var $topContext = this.helpers.createChildNavList(opts.$nav);
+      var topLevel = this.helpers.getTopLevel(opts.$scope);
+      var $headings = this.helpers.getHeadings(opts.$scope, topLevel);
+      this.helpers.populateNav($topContext, topLevel, $headings);
+    }
+  };
+
+  $(function() {
+    $('nav[data-toggle="toc"]').each(function(i, el) {
+      var $nav = $(el);
+      Toc.init($nav);
+    });
+  });
+})();
diff --git a/docs/index.html b/docs/index.html
index c72255d..f8ddec9 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -12,22 +12,22 @@
 <link rel="apple-touch-icon" type="image/png" sizes="120x120" href="apple-touch-icon-120x120.png">
 <link rel="apple-touch-icon" type="image/png" sizes="76x76" href="apple-touch-icon-76x76.png">
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="apple-touch-icon-60x60.png">
-<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script><!-- Bootstrap --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous">
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous">
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous">
-<!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="pkgdown.css" rel="stylesheet">
+<!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous">
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="bootstrap-toc.css">
+<script src="bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous">
+<!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="pkgdown.css" rel="stylesheet">
 <script src="pkgdown.js"></script><meta property="og:title" content="Time Series with Matrix Profile">
 <meta property="og:description" content="A toolkit implementing the Matrix Profile concept
     that was created by CS-UCR
     &lt;http://www.cs.ucr.edu/~eamonn/MatrixProfile.html&gt;.">
 <meta property="og:image" content="/logo.png">
-<meta name="twitter:card" content="summary">
 <!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]-->
 </head>
-<body>
+<body data-spy="scroll" data-target="#toc">
     <div class="container template-home">
       <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
   <div class="container">
@@ -40,7 +40,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -73,7 +73,7 @@
       </ul>
 <ul class="nav navbar-nav navbar-right">
 <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -94,7 +94,7 @@
 <div id="readme" class="section level1">
 <div class="page-header"><h1 class="hasAnchor">
 <a href="#readme" class="anchor"></a>README</h1></div>
-<p>Francisco Bischoff - 18 Mar 2020</p>
+<p>Francisco Bischoff - 05 Apr 2020</p>
 <!-- README.md is generated from README.Rmd. Please edit that file -->
 <p><img src="reference/figures/logo.png" align="right" style="float:right;"></p>
 </div>
@@ -102,7 +102,7 @@
 <h1 class="hasAnchor">
 <a href="#time-series-with-matrix-profile" class="anchor"></a>Time Series with Matrix Profile</h1>
 <!-- badges: start -->
-
+<p><a href="https://choosealicense.com/licenses/apache-2.0/"><img src="https://img.shields.io/badge/License-Apache--2.0-brightgreen.svg" alt="Packagist"></a> <a href="https://www.tidyverse.org/lifecycle/#stable"><img src="https://img.shields.io/badge/lifecycle-stable-brightgreen.svg" alt="lifecycle"></a> <a href="https://cran.r-project.org/package=tsmp"><img src="http://www.r-pkg.org/badges/version/tsmp" alt="CRAN version"></a> <a href="https://cran.r-project.org/package=tsmp"><img src="https://cranlogs.r-pkg.org/badges/tsmp" alt="CRAN Downloads"></a> <a href="https://circleci.com/gh/matrix-profile-foundation/tsmp"><img src="https://circleci.com/gh/matrix-profile-foundation/tsmp.svg?style=svg" alt="CircleCI build status"></a> <!-- badges: end --></p>
 <table class="table">
 <thead><tr class="header">
 <th></th>
@@ -147,21 +147,20 @@ <h2 class="hasAnchor">
 <li>Basic plotting for all outputs generated here.</li>
 <li>Sequencial workflow, see below.</li>
 </ul>
-<!-- end list --><div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb1-1" title="1"><span class="co"># Basic workflow:</span></a>
-<a class="sourceLine" id="cb1-2" title="2">matrix &lt;-<span class="st"> </span><span class="kw"><a href="reference/tsmp.html">tsmp</a></span>(data, <span class="dt">window_size =</span> <span class="dv">30</span>) <span class="op">%&gt;%</span></a>
-<a class="sourceLine" id="cb1-3" title="3"><span class="st">  </span><span class="kw"><a href="reference/find_motif.html">find_motif</a></span>(<span class="dt">n_motifs =</span> <span class="dv">3</span>) <span class="op">%T&gt;%</span></a>
-<a class="sourceLine" id="cb1-4" title="4"><span class="st">  </span><span class="kw"><a href="reference/plot.html">plot</a></span>()</a>
-<a class="sourceLine" id="cb1-5" title="5"></a>
-<a class="sourceLine" id="cb1-6" title="6"><span class="co"># SDTS still have a unique way to work:</span></a>
-<a class="sourceLine" id="cb1-7" title="7">model &lt;-<span class="st"> </span><span class="kw"><a href="reference/sdts_train.html">sdts_train</a></span>(data, labels, windows)</a>
-<a class="sourceLine" id="cb1-8" title="8">result &lt;-<span class="st"> </span><span class="kw"><a href="reference/sdts_predict.html">sdts_predict</a></span>(model, data, <span class="kw"><a href="https://rdrr.io/r/base/Round.html">round</a></span>(<span class="kw"><a href="https://rdrr.io/r/base/mean.html">mean</a></span>(windows)))</a></code></pre></div>
+<!-- end list --><div class="sourceCode" id="cb1"><pre class="r"># Basic workflow:
+matrix %
+  find_motif(n_motifs = 3) %T&gt;%
+  plot()
+
+# SDTS still have a unique way to work:
+model </pre></div>
 <p>Please refer to the <a href="https://matrix-profile-foundation.github.io/tsmp/reference/">User Manual</a> for more details.</p>
 <p>Please be welcome to suggest improvements.</p>
 <div id="performance-on-an-intelr-coretm-i7-7700-cpu--360ghz-using-a-random-walk-dataset" class="section level3">
 <h3 class="hasAnchor">
 <a href="#performance-on-an-intelr-coretm-i7-7700-cpu--360ghz-using-a-random-walk-dataset" class="anchor"></a>Performance on an Intel(R) Core(TM) i7-7700 CPU @ 3.60GHz using a random walk dataset</h3>
-<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb2-1" title="1"><span class="kw"><a href="https://rdrr.io/r/base/Random.html">set.seed</a></span>(<span class="dv">2018</span>)</a>
-<a class="sourceLine" id="cb2-2" title="2">data &lt;-<span class="st"> </span><span class="kw"><a href="https://rdrr.io/r/base/cumsum.html">cumsum</a></span>(<span class="kw"><a href="https://rdrr.io/r/base/sample.html">sample</a></span>(<span class="kw"><a href="https://rdrr.io/r/base/c.html">c</a></span>(<span class="op">-</span><span class="dv">1</span>, <span class="dv">1</span>), <span class="dv">40000</span>, <span class="ot">TRUE</span>))</a></code></pre></div>
+<div class="sourceCode" id="cb2"><pre class="r">set.seed(2018)
+data </pre></div>
 <div id="current-version-benchmark" class="section level4">
 <h4 class="hasAnchor">
 <a href="#current-version-benchmark" class="anchor"></a>Current version benchmark</h4>
@@ -239,12 +238,12 @@ <h4 class="hasAnchor">
 <div id="installation" class="section level2">
 <h2 class="hasAnchor">
 <a href="#installation" class="anchor"></a>Installation</h2>
-<div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb3-1" title="1"><span class="co"># Install the released version from CRAN</span></a>
-<a class="sourceLine" id="cb3-2" title="2"><span class="kw"><a href="https://rdrr.io/r/utils/install.packages.html">install.packages</a></span>(<span class="st">"tsmp"</span>)</a>
-<a class="sourceLine" id="cb3-3" title="3"></a>
-<a class="sourceLine" id="cb3-4" title="4"><span class="co"># Or the development version from GitHub:</span></a>
-<a class="sourceLine" id="cb3-5" title="5"><span class="co"># install.packages("devtools")</span></a>
-<a class="sourceLine" id="cb3-6" title="6">devtools<span class="op">::</span><span class="kw"><a href="https://devtools.r-lib.org//reference/remote-reexports.html">install_github</a></span>(<span class="st">"matrix-profile-foundation/tsmp"</span>)</a></code></pre></div>
+<div class="sourceCode" id="cb3"><pre class="r"># Install the released version from CRAN
+install.packages("tsmp")
+
+# Or the development version from GitHub:
+# install.packages("devtools")
+devtools::install_github("matrix-profile-foundation/tsmp")</pre></div>
 </div>
 <div id="currently-available-features" class="section level2">
 <h2 class="hasAnchor">
@@ -341,13 +340,13 @@ <h2 class="hasAnchor">
 
   </div>
 
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
     <div class="links">
 <h2>Links</h2>
 <ul class="list-unstyled">
 <li>Download from CRAN at <br><a href="https://cloud.r-project.org/package=tsmp">https://​cloud.r-project.org/​package=tsmp</a>
 </li>
-<li>Browse source code at <br><a href="https://github.com/matrix-profile-foundation/tsmp">https://​github.com/​matrix-profile-foundation/​tsmp</a>
+<li>Browse source code at <br><a href="https://github.com/matrix-profile-foundation/tsmp/">https://​github.com/​matrix-profile-foundation/​tsmp/​</a>
 </li>
 <li>Report a bug at <br><a href="https://github.com/matrix-profile-foundation/tsmp/issues">
     https://​github.com/​matrix-profile-foundation/​tsmp/​issues</a>
@@ -371,22 +370,12 @@ <h2>Community</h2>
 <div class="developers">
 <h2>Developers</h2>
 <ul class="list-unstyled">
-<li>Francisco Bischoff <br><small class="roles"> Author, maintainer </small> <a href="https://orcid.org/https://orcid.org/0000-0002-5301-8672" target="orcid.widget"><img src="https://members.orcid.org/sites/default/files/vector_iD_icon.svg" class="orcid" alt="ORCID"></a> </li>
+<li>Francisco Bischoff <br><small class="roles"> Author, maintainer </small> <a href="https://orcid.org/https://orcid.org/0000-0002-5301-8672" target="orcid.widget" aria-label="ORCID"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a> </li>
 <li><a href="authors.html">All authors...</a></li>
 </ul>
 </div>
 
-  <div class="dev-status">
-<h2>Dev status</h2>
-<ul class="list-unstyled">
-<li><a href="https://choosealicense.com/licenses/apache-2.0/"><img src="https://img.shields.io/badge/License-Apache--2.0-brightgreen.svg" alt="Packagist"></a></li>
-<li><a href="https://www.tidyverse.org/lifecycle/#stable"><img src="https://img.shields.io/badge/lifecycle-stable-brightgreen.svg" alt="lifecycle"></a></li>
-<li><a href="https://cran.r-project.org/package=tsmp"><img src="http://www.r-pkg.org/badges/version/tsmp" alt="CRAN version"></a></li>
-<li><a href="https://cran.r-project.org/package=tsmp"><img src="https://cranlogs.r-pkg.org/badges/tsmp" alt="CRAN Downloads"></a></li>
-<li><a href="https://circleci.com/gh/matrix-profile-foundation/tsmp"><img src="https://circleci.com/gh/matrix-profile-foundation/tsmp.svg?style=svg" alt="CircleCI build status"></a></li>
-</ul>
-</div>
-</div>
+  </div>
 </div>
 
 
@@ -395,7 +384,7 @@ <h2>Dev status</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/news/index.html b/docs/news/index.html
index 1b65328..25a87c2 100644
--- a/docs/news/index.html
+++ b/docs/news/index.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -44,7 +48,6 @@
 
 <meta property="og:title" content="Changelog" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -62,7 +65,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-news">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -76,7 +79,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -109,7 +112,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -127,20 +130,20 @@
 <div class="row">
   <div class="col-md-9 contents">
     <div class="page-header">
-      <h1>Changelog <small></small></h1>
+      <h1 data-toc-skip>Changelog <small></small></h1>
       <small>Source: <a href='https://github.com/matrix-profile-foundation/tsmp/blob/master/NEWS.md'><code>NEWS.md</code></a></small>
     </div>
 
-    <div id="tsmp-0412" class="section level1">
-<h1 class="page-header">
-<a href="#tsmp-0412" class="anchor"></a>tsmp 0.4.12<small> Unreleased </small>
+    <div id="tsmp-0414" class="section level1">
+<h1 class="page-header" data-toc-text="0.4.14">
+<a href="#tsmp-0414" class="anchor"></a>tsmp 0.4.14<small> 2020-04-06 </small>
 </h1>
 <ul>
 <li>Fix ASAN/UBSAN errors using RcppParallel</li>
 </ul>
 </div>
     <div id="tsmp-0411" class="section level1">
-<h1 class="page-header">
+<h1 class="page-header" data-toc-text="0.4.11">
 <a href="#tsmp-0411" class="anchor"></a>tsmp 0.4.11<small> 2020-03-15 </small>
 </h1>
 <ul>
@@ -148,7 +151,7 @@ <h1 class="page-header">
 </ul>
 </div>
     <div id="tsmp-049" class="section level1">
-<h1 class="page-header">
+<h1 class="page-header" data-toc-text="0.4.9">
 <a href="#tsmp-049" class="anchor"></a>tsmp 0.4.9<small> Unreleased </small>
 </h1>
 <ul>
@@ -156,7 +159,7 @@ <h1 class="page-header">
 </ul>
 </div>
     <div id="tsmp-048" class="section level1">
-<h1 class="page-header">
+<h1 class="page-header" data-toc-text="0.4.8">
 <a href="#tsmp-048" class="anchor"></a>tsmp 0.4.8<small> 2020-02-28 </small>
 </h1>
 <ul>
@@ -169,7 +172,7 @@ <h1 class="page-header">
 </ul>
 </div>
     <div id="tsmp-035" class="section level1">
-<h1 class="page-header">
+<h1 class="page-header" data-toc-text="0.3.5">
 <a href="#tsmp-035" class="anchor"></a>tsmp 0.3.5<small> 2019-06-05 </small>
 </h1>
 <ul>
@@ -185,7 +188,7 @@ <h1 class="page-header">
 </ul>
 </div>
     <div id="tsmp-034" class="section level1">
-<h1 class="page-header">
+<h1 class="page-header" data-toc-text="0.3.4">
 <a href="#tsmp-034" class="anchor"></a>tsmp 0.3.4<small> 2019-02-24 </small>
 </h1>
 <ul>
@@ -196,7 +199,7 @@ <h1 class="page-header">
 </ul>
 </div>
     <div id="tsmp-033" class="section level1">
-<h1 class="page-header">
+<h1 class="page-header" data-toc-text="0.3.3">
 <a href="#tsmp-033" class="anchor"></a>tsmp 0.3.3<small> Unreleased </small>
 </h1>
 <ul>
@@ -204,7 +207,7 @@ <h1 class="page-header">
 </ul>
 </div>
     <div id="tsmp-032" class="section level1">
-<h1 class="page-header">
+<h1 class="page-header" data-toc-text="0.3.2">
 <a href="#tsmp-032" class="anchor"></a>tsmp 0.3.2<small> 2018-10-23 </small>
 </h1>
 <ul>
@@ -220,7 +223,7 @@ <h1 class="page-header">
 </ul>
 </div>
     <div id="tsmp-031" class="section level1">
-<h1 class="page-header">
+<h1 class="page-header" data-toc-text="0.3.1">
 <a href="#tsmp-031" class="anchor"></a>tsmp 0.3.1<small> 2018-09-10 </small>
 </h1>
 <div id="important" class="section level2">
@@ -248,7 +251,7 @@ <h2 class="hasAnchor">
 </div>
 </div>
     <div id="tsmp-0215" class="section level1">
-<h1 class="page-header">
+<h1 class="page-header" data-toc-text="0.2.15">
 <a href="#tsmp-0215" class="anchor"></a>tsmp 0.2.15<small> Unreleased </small>
 </h1>
 <ul>
@@ -257,20 +260,20 @@ <h1 class="page-header">
 </ul>
 </div>
     <div id="tsmp-0214" class="section level1">
-<h1 class="page-header">
+<h1 class="page-header" data-toc-text="0.2.14">
 <a href="#tsmp-0214" class="anchor"></a>tsmp 0.2.14<small> Unreleased </small>
 </h1>
 <ul>
 <li>Added SiMPle (Fast Similarity Matrix Profile for Music Analysis and Exploration).</li>
 <li>Added FLUSS (Fast Low-cost Unipotent Semantic Segmentation).</li>
-<li>Added [find_chains()] to look for chains primitives.</li>
+<li>Added <br><span class="math display"><em>f</em><em>i</em><em>n</em><em>d</em>_<em>c</em><em>h</em><em>a</em><em>i</em><em>n</em><em>s</em>()</span><br> to look for chains primitives.</li>
 <li>Added Multivariate MOTIF Search (from mSTOMP)</li>
 <li>Changed dependency from beepr to audio (actually beepr depends on audio, so fewer dependencies).</li>
 <li>Added a <code>NEWS.md</code> file to track changes to the package.</li>
 </ul>
 </div>
     <div id="tsmp-0212" class="section level1">
-<h1 class="page-header">
+<h1 class="page-header" data-toc-text="0.2.12">
 <a href="#tsmp-0212" class="anchor"></a>tsmp 0.2.12<small> 2018-08-17 </small>
 </h1>
 <ul>
@@ -279,7 +282,7 @@ <h1 class="page-header">
 </ul>
 </div>
     <div id="tsmp-010" class="section level1">
-<h1 class="page-header">
+<h1 class="page-header" data-toc-text="0.1.0">
 <a href="#tsmp-010" class="anchor"></a>tsmp 0.1.0<small> Unreleased </small>
 </h1>
 <ul>
@@ -290,25 +293,10 @@ <h1 class="page-header">
 </div>
   </div>
 
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <div id="tocnav">
-      <h2>Contents</h2>
-      <ul class="nav nav-pills nav-stacked">
-        <li><a href="#tsmp-0412">0.4.12</a></li>
-        <li><a href="#tsmp-0411">0.4.11</a></li>
-        <li><a href="#tsmp-049">0.4.9</a></li>
-        <li><a href="#tsmp-048">0.4.8</a></li>
-        <li><a href="#tsmp-035">0.3.5</a></li>
-        <li><a href="#tsmp-034">0.3.4</a></li>
-        <li><a href="#tsmp-033">0.3.3</a></li>
-        <li><a href="#tsmp-032">0.3.2</a></li>
-        <li><a href="#tsmp-031">0.3.1</a></li>
-        <li><a href="#tsmp-0215">0.2.15</a></li>
-        <li><a href="#tsmp-0214">0.2.14</a></li>
-        <li><a href="#tsmp-0212">0.2.12</a></li>
-        <li><a href="#tsmp-010">0.1.0</a></li>
-      </ul>
-    </div>
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 
 </div>
@@ -320,7 +308,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/pkgdown.css b/docs/pkgdown.css
index 9145958..c01e592 100644
--- a/docs/pkgdown.css
+++ b/docs/pkgdown.css
@@ -17,6 +17,10 @@ html, body {
   height: 100%;
 }
 
+body {
+  position: relative;
+}
+
 body > .container {
   display: flex;
   height: 100%;
@@ -67,6 +71,10 @@ summary {
   margin-top: calc(-60px + 1em);
 }
 
+dd {
+  margin-left: 3em;
+}
+
 /* Section anchors ---------------------------------*/
 
 a.anchor {
@@ -100,29 +108,132 @@ a.anchor {
   margin-top: -40px;
 }
 
+/* Navbar submenu --------------------------*/
+
+.dropdown-submenu {
+  position: relative;
+}
+
+.dropdown-submenu>.dropdown-menu {
+  top: 0;
+  left: 100%;
+  margin-top: -6px;
+  margin-left: -1px;
+  border-radius: 0 6px 6px 6px;
+}
+
+.dropdown-submenu:hover>.dropdown-menu {
+  display: block;
+}
+
+.dropdown-submenu>a:after {
+  display: block;
+  content: " ";
+  float: right;
+  width: 0;
+  height: 0;
+  border-color: transparent;
+  border-style: solid;
+  border-width: 5px 0 5px 5px;
+  border-left-color: #cccccc;
+  margin-top: 5px;
+  margin-right: -10px;
+}
+
+.dropdown-submenu:hover>a:after {
+  border-left-color: #ffffff;
+}
+
+.dropdown-submenu.pull-left {
+  float: none;
+}
+
+.dropdown-submenu.pull-left>.dropdown-menu {
+  left: -100%;
+  margin-left: 10px;
+  border-radius: 6px 0 6px 6px;
+}
+
 /* Sidebar --------------------------*/
 
-#sidebar {
+#pkgdown-sidebar {
   margin-top: 30px;
   position: -webkit-sticky;
   position: sticky;
   top: 70px;
 }
-#sidebar h2 {
+
+#pkgdown-sidebar h2 {
   font-size: 1.5em;
   margin-top: 1em;
 }
 
-#sidebar h2:first-child {
+#pkgdown-sidebar h2:first-child {
   margin-top: 0;
 }
 
-#sidebar .list-unstyled li {
+#pkgdown-sidebar .list-unstyled li {
   margin-bottom: 0.5em;
 }
 
+/* bootstrap-toc tweaks ------------------------------------------------------*/
+
+/* All levels of nav */
+
+nav[data-toggle='toc'] .nav > li > a {
+  padding: 4px 20px 4px 6px;
+  font-size: 1.5rem;
+  font-weight: 400;
+  color: inherit;
+}
+
+nav[data-toggle='toc'] .nav > li > a:hover,
+nav[data-toggle='toc'] .nav > li > a:focus {
+  padding-left: 5px;
+  color: inherit;
+  border-left: 1px solid #878787;
+}
+
+nav[data-toggle='toc'] .nav > .active > a,
+nav[data-toggle='toc'] .nav > .active:hover > a,
+nav[data-toggle='toc'] .nav > .active:focus > a {
+  padding-left: 5px;
+  font-size: 1.5rem;
+  font-weight: 400;
+  color: inherit;
+  border-left: 2px solid #878787;
+}
+
+/* Nav: second level (shown on .active) */
+
+nav[data-toggle='toc'] .nav .nav {
+  display: none; /* Hide by default, but at >768px, show it */
+  padding-bottom: 10px;
+}
+
+nav[data-toggle='toc'] .nav .nav > li > a {
+  padding-left: 16px;
+  font-size: 1.35rem;
+}
+
+nav[data-toggle='toc'] .nav .nav > li > a:hover,
+nav[data-toggle='toc'] .nav .nav > li > a:focus {
+  padding-left: 15px;
+}
+
+nav[data-toggle='toc'] .nav .nav > .active > a,
+nav[data-toggle='toc'] .nav .nav > .active:hover > a,
+nav[data-toggle='toc'] .nav .nav > .active:focus > a {
+  padding-left: 15px;
+  font-weight: 500;
+  font-size: 1.35rem;
+}
+
+/* orcid ------------------------------------------------------------------- */
+
 .orcid {
-  height: 16px;
+  font-size: 16px;
+  color: #A6CE39;
   /* margins are required by official ORCID trademark and display guidelines */
   margin-left:4px;
   margin-right:4px;
diff --git a/docs/pkgdown.js b/docs/pkgdown.js
index 087a762..7e7048f 100644
--- a/docs/pkgdown.js
+++ b/docs/pkgdown.js
@@ -9,11 +9,6 @@
       $('body').css('padding-top', $('.navbar').height() + 10);
     });
 
-    $('body').scrollspy({
-      target: '#sidebar',
-      offset: 60
-    });
-
     $('[data-toggle="tooltip"]').tooltip();
 
     var cur_path = paths(location.pathname);
diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml
index 9c6f0cb..12b3b46 100644
--- a/docs/pkgdown.yml
+++ b/docs/pkgdown.yml
@@ -1,6 +1,7 @@
-pandoc: 2.7.2
-pkgdown: 1.4.1
+pandoc: 2.7.3
+pkgdown: 1.5.0
 pkgdown_sha: ~
 articles:
   press: press.html
+last_built: 2020-04-07T00:31Z
 
diff --git a/docs/reference/analyze-4.png b/docs/reference/analyze-4.png
new file mode 100644
index 0000000..562b95e
Binary files /dev/null and b/docs/reference/analyze-4.png differ
diff --git a/docs/reference/analyze-5.png b/docs/reference/analyze-5.png
new file mode 100644
index 0000000..7c23850
Binary files /dev/null and b/docs/reference/analyze-5.png differ
diff --git a/docs/reference/analyze-6.png b/docs/reference/analyze-6.png
new file mode 100644
index 0000000..591506f
Binary files /dev/null and b/docs/reference/analyze-6.png differ
diff --git a/docs/reference/analyze.html b/docs/reference/analyze.html
index 325ce1a..a329fa6 100644
--- a/docs/reference/analyze.html
+++ b/docs/reference/analyze.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -46,7 +50,6 @@
 <meta property="og:description" content="The goal of this function is to compute all fundamental algorithms on the provided
 time series data. See details for more information." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -64,7 +67,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -78,7 +81,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -111,7 +114,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -215,24 +218,18 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='visualize.html'>visualize</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'>
+    <pre class="examples">
 <span class='co'># Matrix Profile</span>
-<span class='no'>result</span> <span class='kw'>&lt;-</span> <span class='fu'>analyze</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>], <span class='fl'>80</span>)</div><div class='img'><img src='analyze-1.png' alt='' width='700' height='433' /></div><div class='img'><img src='analyze-2.png' alt='' width='700' height='433' /></div><div class='img'><img src='analyze-3.png' alt='' width='700' height='433' /></div><div class='input'><span class='kw'>if</span> (<span class='fl'>FALSE</span>) {
+<span class='no'>result</span> <span class='kw'>&lt;-</span> <span class='fu'>analyze</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>], <span class='fl'>80</span>)
+<span class='co'># \donttest{</span>
 <span class='co'># Pan Matrix Profile</span>
 <span class='no'>result</span> <span class='kw'>&lt;-</span> <span class='fu'>analyze</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>])
-}</div></pre>
+<span class='co'># }</span></pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -243,7 +240,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/as.matrixprofile.html b/docs/reference/as.matrixprofile.html
index b80d7da..6a1d1fd 100644
--- a/docs/reference/as.matrixprofile.html
+++ b/docs/reference/as.matrixprofile.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -48,7 +52,6 @@
 for example, to plot the Matrix Profile from a Fluss object, you may use as.matrixprofile()
 to cast it back." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -66,7 +69,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -80,7 +83,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -113,7 +116,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -195,24 +198,21 @@ <h2 class="hasAnchor" id="functions"><a class="anchor" href="#functions"></a>Fun
 </ul>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'>
+    <pre class="examples">
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>50</span>
 <span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_gait_data</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>exclusion_zone</span> <span class='kw'>=</span> <span class='fl'>1</span> / <span class='fl'>4</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='find_motif.html'>find_motif</a></span>(<span class='no'>mp</span>)
-<span class='fu'><a href='https://rdrr.io/r/base/class.html'>class</a></span>(<span class='no'>mp</span>) <span class='co'># first class will be "Motif"</span></div><div class='output co'>#&gt; [1] "Motif"         "MatrixProfile"</div><div class='input'>
-<span class='fu'><a href='plot.html'>plot</a></span>(<span class='no'>mp</span>) <span class='co'># plots a motif plot</span></div><div class='img'><img src='as.matrixprofile-1.png' alt='' width='700' height='433' /></div><div class='input'>
-<span class='fu'><a href='plot.html'>plot</a></span>(<span class='fu'>as.matrixprofile</span>(<span class='no'>mp</span>)) <span class='co'># plots a matrix profile plot</span></div><div class='img'><img src='as.matrixprofile-2.png' alt='' width='700' height='433' /></div></pre>
-  </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#functions">Functions</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
+<span class='fu'><a href='https://rdrr.io/r/base/class.html'>class</a></span>(<span class='no'>mp</span>) <span class='co'># first class will be "Motif"</span>
 
+<span class='fu'><a href='plot.html'>plot</a></span>(<span class='no'>mp</span>) <span class='co'># plots a motif plot</span>
+
+<span class='fu'><a href='plot.html'>plot</a></span>(<span class='fu'>as.matrixprofile</span>(<span class='no'>mp</span>)) <span class='co'># plots a matrix profile plot</span></pre>
+  </div>
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -223,7 +223,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/av_apply.html b/docs/reference/av_apply.html
index 4272109..4d6c135 100644
--- a/docs/reference/av_apply.html
+++ b/docs/reference/av_apply.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Corrects the matrix profile using an annotation vector — av_apply" />
 <meta property="og:description" content="This function overwrites the current Matrix Profile using the Annotation Vector. Use with caution." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -171,22 +174,16 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='av_zerocrossing.html'>av_zerocrossing</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_test_data</span>$<span class='no'>train</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
+    <pre class="examples"><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_test_data</span>$<span class='no'>train</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>50</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='av_complexity.html'>av_complexity</a></span>(<span class='no'>mp</span>)
-<span class='no'>av</span> <span class='kw'>&lt;-</span> <span class='fu'>av_apply</span>(<span class='no'>mp</span>)</div></pre>
+<span class='no'>av</span> <span class='kw'>&lt;-</span> <span class='fu'>av_apply</span>(<span class='no'>mp</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -197,7 +194,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/av_complexity.html b/docs/reference/av_complexity.html
index e891066..c79190f 100644
--- a/docs/reference/av_complexity.html
+++ b/docs/reference/av_complexity.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Computes the annotation vector that favors complexity — av_complexity" />
 <meta property="og:description" content="Computes the annotation vector that favors complexity" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -184,21 +187,15 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='av_zerocrossing.html'>av_zerocrossing</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_test_data</span>$<span class='no'>train</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
+    <pre class="examples"><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_test_data</span>$<span class='no'>train</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>50</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-<span class='no'>av</span> <span class='kw'>&lt;-</span> <span class='fu'>av_complexity</span>(<span class='no'>mp</span>, <span class='kw'>apply</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div></pre>
+<span class='no'>av</span> <span class='kw'>&lt;-</span> <span class='fu'>av_complexity</span>(<span class='no'>mp</span>, <span class='kw'>apply</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -209,7 +206,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/av_hardlimit_artifact.html b/docs/reference/av_hardlimit_artifact.html
index 4208659..deb9707 100644
--- a/docs/reference/av_hardlimit_artifact.html
+++ b/docs/reference/av_hardlimit_artifact.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Computes the annotation vector that suppresses hard-limited artifacts — av_hardlimit_artifact" />
 <meta property="og:description" content="Computes the annotation vector that suppresses hard-limited artifacts" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -180,21 +183,15 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='av_zerocrossing.html'>av_zerocrossing</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_test_data</span>$<span class='no'>train</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
+    <pre class="examples"><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_test_data</span>$<span class='no'>train</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>50</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-<span class='no'>av</span> <span class='kw'>&lt;-</span> <span class='fu'>av_hardlimit_artifact</span>(<span class='no'>mp</span>, <span class='kw'>apply</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div></pre>
+<span class='no'>av</span> <span class='kw'>&lt;-</span> <span class='fu'>av_hardlimit_artifact</span>(<span class='no'>mp</span>, <span class='kw'>apply</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -205,7 +202,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/av_motion_artifact.html b/docs/reference/av_motion_artifact.html
index 7c0de9c..c03256b 100644
--- a/docs/reference/av_motion_artifact.html
+++ b/docs/reference/av_motion_artifact.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Computes the annotation vector that suppresses motion artifacts — av_motion_artifact" />
 <meta property="og:description" content="Computes the annotation vector that suppresses motion artifacts" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -180,21 +183,15 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='av_zerocrossing.html'>av_zerocrossing</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_test_data</span>$<span class='no'>train</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
+    <pre class="examples"><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_test_data</span>$<span class='no'>train</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>50</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-<span class='no'>av</span> <span class='kw'>&lt;-</span> <span class='fu'>av_motion_artifact</span>(<span class='no'>mp</span>, <span class='kw'>apply</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div></pre>
+<span class='no'>av</span> <span class='kw'>&lt;-</span> <span class='fu'>av_motion_artifact</span>(<span class='no'>mp</span>, <span class='kw'>apply</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -205,7 +202,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/av_stop_word.html b/docs/reference/av_stop_word.html
index 1d0801f..025958a 100644
--- a/docs/reference/av_stop_word.html
+++ b/docs/reference/av_stop_word.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Computes the annotation vector that suppresses stop-word motifs — av_stop_word" />
 <meta property="og:description" content="Computes the annotation vector that suppresses stop-word motifs" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -204,22 +207,15 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='av_zerocrossing.html'>av_zerocrossing</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_test_data</span>$<span class='no'>train</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
+    <pre class="examples"><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_test_data</span>$<span class='no'>train</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>50</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-<span class='no'>av</span> <span class='kw'>&lt;-</span> <span class='fu'>av_stop_word</span>(<span class='no'>mp</span>, <span class='kw'>stop_word_loc</span> <span class='kw'>=</span> <span class='fl'>150</span>, <span class='kw'>apply</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div></pre>
+<span class='no'>av</span> <span class='kw'>&lt;-</span> <span class='fu'>av_stop_word</span>(<span class='no'>mp</span>, <span class='kw'>stop_word_loc</span> <span class='kw'>=</span> <span class='fl'>150</span>, <span class='kw'>apply</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -230,7 +226,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/av_zerocrossing.html b/docs/reference/av_zerocrossing.html
index 2e15cfc..0de4acd 100644
--- a/docs/reference/av_zerocrossing.html
+++ b/docs/reference/av_zerocrossing.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Computes the annotation vector that favors number of zero crossing — av_zerocrossing" />
 <meta property="og:description" content="Computes the annotation vector that favors number of zero crossing" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -180,21 +183,15 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='av_stop_word.html'>av_stop_word</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_test_data</span>$<span class='no'>train</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
+    <pre class="examples"><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_test_data</span>$<span class='no'>train</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>50</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-<span class='no'>av</span> <span class='kw'>&lt;-</span> <span class='fu'>av_zerocrossing</span>(<span class='no'>mp</span>, <span class='kw'>apply</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</div></pre>
+<span class='no'>av</span> <span class='kw'>&lt;-</span> <span class='fu'>av_zerocrossing</span>(<span class='no'>mp</span>, <span class='kw'>apply</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -205,7 +202,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/compute.html b/docs/reference/compute.html
index 34a8144..4f7a267 100644
--- a/docs/reference/compute.html
+++ b/docs/reference/compute.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Computes the Matrix Profile or Pan-Matrix Profile — compute" />
 <meta property="og:description" content="Main API Function" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -204,25 +207,18 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='visualize.html'>visualize</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'>
+    <pre class="examples">
 <span class='co'># Matrix Profile</span>
 <span class='no'>result</span> <span class='kw'>&lt;-</span> <span class='fu'>compute</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>], <span class='fl'>80</span>)
-<span class='kw'>if</span> (<span class='fl'>FALSE</span>) {
+<span class='co'># \donttest{</span>
 <span class='co'># Pan-Matrix Profile</span>
 <span class='no'>result</span> <span class='kw'>&lt;-</span> <span class='fu'>compute</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>])
-}</div></pre>
+<span class='co'># }</span></pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -233,7 +229,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/discords.html b/docs/reference/discords.html
index 7af7f32..c281b25 100644
--- a/docs/reference/discords.html
+++ b/docs/reference/discords.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Search for Discord — discords" />
 <meta property="og:description" content="Search for Discord" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -184,14 +187,10 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='visualize.html'>visualize</a>()</code></p></div>
 
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -202,7 +201,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/dist_profile.html b/docs/reference/dist_profile.html
index 28e89cb..bc2984b 100644
--- a/docs/reference/dist_profile.html
+++ b/docs/reference/dist_profile.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -46,7 +50,6 @@
 <meta property="og:description" content="Mueen's Algorithm for Similarity Search is The Fastest Similarity Search Algorithm for Time
 Series Subsequences under Euclidean Distance and Correlation Coefficient." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -64,7 +67,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -78,7 +81,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -111,7 +114,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -221,7 +224,7 @@ <h2 class="hasAnchor" id="references"><a class="anchor" href="#references"></a>R
 <p>Website: <a href='https://www.cs.unm.edu/~mueen/FastestSimilaritySearch.html'>https://www.cs.unm.edu/~mueen/FastestSimilaritySearch.html</a></p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'>
+    <pre class="examples">
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>sub_len</span>
 <span class='no'>ref_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>]
 <span class='co'># minimum example, data and query</span>
@@ -246,18 +249,12 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
   <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>index</span> <span class='kw'>=</span> <span class='fl'>1</span>, <span class='kw'>method</span> <span class='kw'>=</span> <span class='st'>"weighted"</span>,
   <span class='kw'>weight</span> <span class='kw'>=</span> <span class='no'>weight</span>
 )
-<span class='no'>distance_profile</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/MathFun.html'>sqrt</a></span>(<span class='no'>nn</span>$<span class='no'>distance_profile</span>)</div></pre>
+<span class='no'>distance_profile</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/MathFun.html'>sqrt</a></span>(<span class='no'>nn</span>$<span class='no'>distance_profile</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -268,7 +265,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/fast_avg_sd.html b/docs/reference/fast_avg_sd.html
index 640ddc7..926022a 100644
--- a/docs/reference/fast_avg_sd.html
+++ b/docs/reference/fast_avg_sd.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Fast implementation of moving average and moving standard deviation — fast_avg_sd" />
 <meta property="og:description" content="This function does not handle NA values" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -161,13 +164,10 @@ <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
     <p>Returns a <code>list</code> with <code>avg</code> and <code>sd</code> <code>vector</code>s</p>
 
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -178,7 +178,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/fast_movavg.html b/docs/reference/fast_movavg.html
index 8cf9e42..0cbf1d9 100644
--- a/docs/reference/fast_movavg.html
+++ b/docs/reference/fast_movavg.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Fast implementation of moving average — fast_movavg" />
 <meta property="og:description" content="This function does not handle NA values" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -157,16 +160,12 @@ <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
     <p>Returns a <code>vector</code> with the moving average</p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>data_avg</span> <span class='kw'>&lt;-</span> <span class='fu'>fast_movavg</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>], <span class='no'>mp_toy_data</span>$<span class='no'>sub_len</span>)</div></pre>
+    <pre class="examples"><span class='no'>data_avg</span> <span class='kw'>&lt;-</span> <span class='fu'>fast_movavg</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>], <span class='no'>mp_toy_data</span>$<span class='no'>sub_len</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -177,7 +176,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/fast_movsd.html b/docs/reference/fast_movsd.html
index 16a48dd..7d626f5 100644
--- a/docs/reference/fast_movsd.html
+++ b/docs/reference/fast_movsd.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Fast implementation of moving standard deviation — fast_movsd" />
 <meta property="og:description" content="This function does not handle NA values" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -161,16 +164,12 @@ <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
     <p>Returns a <code>vector</code> with the moving standard deviation</p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>data_sd</span> <span class='kw'>&lt;-</span> <span class='fu'>fast_movsd</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>], <span class='no'>mp_toy_data</span>$<span class='no'>sub_len</span>)</div></pre>
+    <pre class="examples"><span class='no'>data_sd</span> <span class='kw'>&lt;-</span> <span class='fu'>fast_movsd</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>], <span class='no'>mp_toy_data</span>$<span class='no'>sub_len</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -181,7 +180,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/find_chains.html b/docs/reference/find_chains.html
index 2bc4c3f..2bdda8c 100644
--- a/docs/reference/find_chains.html
+++ b/docs/reference/find_chains.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Find Time Series Chains — find_chains" />
 <meta property="og:description" content="Time Series Chains is a new primitive for time series data mining." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -163,20 +166,15 @@ <h2 class="hasAnchor" id="references"><a class="anchor" href="#references"></a>R
 <p>Website: <a href='https://sites.google.com/site/timeserieschain/'>https://sites.google.com/site/timeserieschain/</a></p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>50</span>
+    <pre class="examples"><span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>50</span>
 <span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_gait_data</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>exclusion_zone</span> <span class='kw'>=</span> <span class='fl'>1</span> / <span class='fl'>4</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>find_chains</span>(<span class='no'>mp</span>)</div></pre>
+<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>find_chains</span>(<span class='no'>mp</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -187,7 +185,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/find_discord.html b/docs/reference/find_discord.html
index 1776f78..d868ddf 100644
--- a/docs/reference/find_discord.html
+++ b/docs/reference/find_discord.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Search for Discord — find_discord" />
 <meta property="og:description" content="Search for Discord" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -203,21 +206,18 @@ <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
 of discords found</p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='co'># Single dimension data</span>
+    <pre class="examples"><span class='co'># Single dimension data</span>
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>50</span>
 <span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_gait_data</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>exclusion_zone</span> <span class='kw'>=</span> <span class='fl'>1</span> / <span class='fl'>4</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>find_discord</span>(<span class='no'>mp</span>)
-<span class='no'>pan</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>mp_gait_data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>20</span>:<span class='fl'>30</span>, <span class='kw'>mode</span> <span class='kw'>=</span> <span class='st'>"pmp"</span>)</div><div class='output co'>#&gt; <span class='message'>step: 1/11 binary idx: 1 window: 20</span></div><div class='output co'>#&gt; <span class='message'>step: 2/11 binary idx: 6 window: 25</span></div><div class='output co'>#&gt; <span class='message'>step: 3/11 binary idx: 3 window: 22</span></div><div class='output co'>#&gt; <span class='message'>step: 4/11 binary idx: 9 window: 28</span></div><div class='output co'>#&gt; <span class='message'>step: 5/11 binary idx: 2 window: 21</span></div><div class='output co'>#&gt; <span class='message'>step: 6/11 binary idx: 4 window: 23</span></div><div class='output co'>#&gt; <span class='message'>step: 7/11 binary idx: 7 window: 26</span></div><div class='output co'>#&gt; <span class='message'>step: 8/11 binary idx: 10 window: 29</span></div><div class='output co'>#&gt; <span class='message'>step: 9/11 binary idx: 5 window: 24</span></div><div class='output co'>#&gt; <span class='message'>step: 10/11 binary idx: 8 window: 27</span></div><div class='output co'>#&gt; <span class='message'>step: 11/11 binary idx: 11 window: 30</span></div><div class='input'><span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>find_discord</span>(<span class='no'>pan</span>)</div></pre>
+<span class='no'>pan</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>mp_gait_data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>20</span>:<span class='fl'>30</span>, <span class='kw'>mode</span> <span class='kw'>=</span> <span class='st'>"pmp"</span>)
+<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>find_discord</span>(<span class='no'>pan</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -228,7 +228,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/find_motif.html b/docs/reference/find_motif.html
index dc5297d..91ec08c 100644
--- a/docs/reference/find_motif.html
+++ b/docs/reference/find_motif.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Search for Motifs — find_motif" />
 <meta property="og:description" content="Search for Motifs" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -229,7 +232,7 @@ <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
 of motif pairs found and <code>motif_neighbor</code> a <code>list</code> with respective motif's neighbors.</p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='co'># Single dimension data</span>
+    <pre class="examples"><span class='co'># Single dimension data</span>
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>50</span>
 <span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_gait_data</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>exclusion_zone</span> <span class='kw'>=</span> <span class='fl'>1</span> / <span class='fl'>4</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
@@ -240,16 +243,13 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
 <span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, ]
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>mode</span> <span class='kw'>=</span> <span class='st'>"mstomp"</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>find_motif</span>(<span class='no'>mp</span>)
-<span class='no'>pan</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>mp_gait_data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>20</span>:<span class='fl'>30</span>, <span class='kw'>mode</span> <span class='kw'>=</span> <span class='st'>"pmp"</span>)</div><div class='output co'>#&gt; <span class='message'>step: 1/11 binary idx: 1 window: 20</span></div><div class='output co'>#&gt; <span class='message'>step: 2/11 binary idx: 6 window: 25</span></div><div class='output co'>#&gt; <span class='message'>step: 3/11 binary idx: 3 window: 22</span></div><div class='output co'>#&gt; <span class='message'>step: 4/11 binary idx: 9 window: 28</span></div><div class='output co'>#&gt; <span class='message'>step: 5/11 binary idx: 2 window: 21</span></div><div class='output co'>#&gt; <span class='message'>step: 6/11 binary idx: 4 window: 23</span></div><div class='output co'>#&gt; <span class='message'>step: 7/11 binary idx: 7 window: 26</span></div><div class='output co'>#&gt; <span class='message'>step: 8/11 binary idx: 10 window: 29</span></div><div class='output co'>#&gt; <span class='message'>step: 9/11 binary idx: 5 window: 24</span></div><div class='output co'>#&gt; <span class='message'>step: 10/11 binary idx: 8 window: 27</span></div><div class='output co'>#&gt; <span class='message'>step: 11/11 binary idx: 11 window: 30</span></div><div class='input'><span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>find_motif</span>(<span class='no'>pan</span>)</div></pre>
+<span class='no'>pan</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>mp_gait_data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>20</span>:<span class='fl'>30</span>, <span class='kw'>mode</span> <span class='kw'>=</span> <span class='st'>"pmp"</span>)
+<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>find_motif</span>(<span class='no'>pan</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -260,7 +260,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/find_snippet-1.png b/docs/reference/find_snippet-1.png
new file mode 100644
index 0000000..70074e1
Binary files /dev/null and b/docs/reference/find_snippet-1.png differ
diff --git a/docs/reference/find_snippet.html b/docs/reference/find_snippet.html
index df03076..ea011c2 100644
--- a/docs/reference/find_snippet.html
+++ b/docs/reference/find_snippet.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -49,7 +53,6 @@
 generated reports, for example, summarize a sleep study and also can be used to support a
 host of higher-level tasks, including the comparison of massive data collections." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -67,7 +70,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -81,7 +84,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -114,7 +117,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -202,23 +205,17 @@ <h2 class="hasAnchor" id="references"><a class="anchor" href="#references"></a>R
 <p>Website: <a href='https://sites.google.com/site/snippetfinder/'>https://sites.google.com/site/snippetfinder/</a></p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'>
+    <pre class="examples">
 <span class='no'>snippets</span> <span class='kw'>&lt;-</span> <span class='fu'>find_snippet</span>(<span class='no'>mp_fluss_data</span>$<span class='no'>walkjogrun</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>300</span>], <span class='fl'>40</span>, <span class='kw'>n_snippets</span> <span class='kw'>=</span> <span class='fl'>2</span>)
-<span class='kw'>if</span> (<span class='fl'>FALSE</span>) {
+<span class='co'># \donttest{</span>
 <span class='no'>snippets</span> <span class='kw'>&lt;-</span> <span class='fu'>find_snippet</span>(<span class='no'>mp_fluss_data</span>$<span class='no'>walkjogrun</span>$<span class='no'>data</span>, <span class='fl'>120</span>, <span class='kw'>n_snippets</span> <span class='kw'>=</span> <span class='fl'>3</span>)
 <span class='fu'><a href='plot.html'>plot</a></span>(<span class='no'>snippets</span>)
-}</div></pre>
+<span class='co'># }</span></pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -229,7 +226,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/floss.html b/docs/reference/floss.html
index ff407d4..e5b865d 100644
--- a/docs/reference/floss.html
+++ b/docs/reference/floss.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Fast Low-cost Online Semantic Segmentation (FLOSS) — floss" />
 <meta property="og:description" content="Fast Low-cost Online Semantic Segmentation (FLOSS)" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -211,25 +214,19 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='fluss.html'>fluss</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_fluss_data</span>$<span class='no'>tilt_abp</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
+    <pre class="examples"><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_fluss_data</span>$<span class='no'>tilt_abp</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
 <span class='no'>new_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_fluss_data</span>$<span class='no'>tilt_abp</span>$<span class='no'>data</span>[<span class='fl'>1001</span>:<span class='fl'>1010</span>]
 <span class='no'>new_data2</span> <span class='kw'>&lt;-</span> <span class='no'>mp_fluss_data</span>$<span class='no'>tilt_abp</span>$<span class='no'>data</span>[<span class='fl'>1011</span>:<span class='fl'>1020</span>]
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>80</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 <span class='no'>data_window</span> <span class='kw'>&lt;-</span> <span class='fl'>1000</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>floss</span>(<span class='no'>mp</span>, <span class='no'>new_data</span>, <span class='no'>data_window</span>)
-<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>floss</span>(<span class='no'>mp</span>, <span class='no'>new_data2</span>, <span class='no'>data_window</span>)</div></pre>
+<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>floss</span>(<span class='no'>mp</span>, <span class='no'>new_data2</span>, <span class='no'>data_window</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -240,7 +237,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/floss_cac.html b/docs/reference/floss_cac.html
index 283f253..c93869d 100644
--- a/docs/reference/floss_cac.html
+++ b/docs/reference/floss_cac.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="FLOSS - Corrected Arc Counts — floss_cac" />
 <meta property="og:description" content="Computes the arc count with edge and 'online' correction (CAC)." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -185,25 +188,18 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='fluss.html'>fluss</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_fluss_data</span>$<span class='no'>tilt_abp</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
+    <pre class="examples"><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_fluss_data</span>$<span class='no'>tilt_abp</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
 <span class='no'>new_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_fluss_data</span>$<span class='no'>tilt_abp</span>$<span class='no'>data</span>[<span class='fl'>1001</span>:<span class='fl'>1010</span>]
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>10</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 <span class='no'>data_window</span> <span class='kw'>&lt;-</span> <span class='fl'>1000</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='stompi_update.html'>stompi_update</a></span>(<span class='no'>mp</span>, <span class='no'>new_data</span>, <span class='no'>data_window</span>)
-<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>floss_cac</span>(<span class='no'>mp</span>, <span class='no'>data_window</span>)</div></pre>
+<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>floss_cac</span>(<span class='no'>mp</span>, <span class='no'>data_window</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -214,7 +210,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/floss_extract.html b/docs/reference/floss_extract.html
index 1912d5d..d994b16 100644
--- a/docs/reference/floss_extract.html
+++ b/docs/reference/floss_extract.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="FLOSS - Extract Segments — floss_extract" />
 <meta property="og:description" content="Extract candidate points of semantic changes." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -183,22 +186,16 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='fluss.html'>fluss</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_fluss_data</span>$<span class='no'>tilt_abp</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
+    <pre class="examples"><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_fluss_data</span>$<span class='no'>tilt_abp</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>10</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='fluss_cac.html'>fluss_cac</a></span>(<span class='no'>mp</span>)
-<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='fluss_extract.html'>fluss_extract</a></span>(<span class='no'>mp</span>, <span class='fl'>2</span>)</div></pre>
+<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='fluss_extract.html'>fluss_extract</a></span>(<span class='no'>mp</span>, <span class='fl'>2</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -209,7 +206,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/fluss.html b/docs/reference/fluss.html
index ca144b1..a34b846 100644
--- a/docs/reference/fluss.html
+++ b/docs/reference/fluss.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -47,7 +51,6 @@
 arc are crossing a given index point, means that there is a high probability of semantic change.
 This function is a wrap to fluss_cac() and fluss_extract()." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -65,7 +68,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -79,7 +82,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -112,7 +115,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -186,21 +189,15 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='fluss_score.html'>fluss_score</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_fluss_data</span>$<span class='no'>tilt_abp</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
+    <pre class="examples"><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_fluss_data</span>$<span class='no'>tilt_abp</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>10</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>fluss</span>(<span class='no'>mp</span>, <span class='fl'>2</span>)</div></pre>
+<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>fluss</span>(<span class='no'>mp</span>, <span class='fl'>2</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -211,7 +208,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/fluss_cac.html b/docs/reference/fluss_cac.html
index 0882de2..653cff0 100644
--- a/docs/reference/fluss_cac.html
+++ b/docs/reference/fluss_cac.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="FLUSS - Corrected Arc Counts — fluss_cac" />
 <meta property="og:description" content="Computes the arc count with edge correction (CAC)." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -180,22 +183,15 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='fluss.html'>fluss</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_fluss_data</span>$<span class='no'>tilt_abp</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
+    <pre class="examples"><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_fluss_data</span>$<span class='no'>tilt_abp</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>10</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>fluss_cac</span>(<span class='no'>mp</span>)</div></pre>
+<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>fluss_cac</span>(<span class='no'>mp</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -206,7 +202,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/fluss_extract.html b/docs/reference/fluss_extract.html
index 50a788a..114509f 100644
--- a/docs/reference/fluss_extract.html
+++ b/docs/reference/fluss_extract.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="FLUSS - Extract Segments — fluss_extract" />
 <meta property="og:description" content="Extract candidate points of semantic changes." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -181,22 +184,16 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='fluss.html'>fluss</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_fluss_data</span>$<span class='no'>tilt_abp</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
+    <pre class="examples"><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_fluss_data</span>$<span class='no'>tilt_abp</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>10</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='fluss_cac.html'>fluss_cac</a></span>(<span class='no'>mp</span>)
-<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>fluss_extract</span>(<span class='no'>mp</span>, <span class='fl'>2</span>)</div></pre>
+<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>fluss_extract</span>(<span class='no'>mp</span>, <span class='fl'>2</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -207,7 +204,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/fluss_score.html b/docs/reference/fluss_score.html
index de1a6a6..6424bb6 100644
--- a/docs/reference/fluss_score.html
+++ b/docs/reference/fluss_score.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="FLUSS - Prediction score calculation — fluss_score" />
 <meta property="og:description" content="FLUSS - Prediction score calculation" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -180,24 +183,18 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='fluss.html'>fluss</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_fluss_data</span>$<span class='no'>tilt_abp</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
+    <pre class="examples"><span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_fluss_data</span>$<span class='no'>tilt_abp</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>]
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>10</span>
 <span class='no'>truth</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='fl'>945</span>, <span class='fl'>875</span>)
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='fluss_cac.html'>fluss_cac</a></span>(<span class='no'>mp</span>)
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='fluss_extract.html'>fluss_extract</a></span>(<span class='no'>mp</span>, <span class='fl'>2</span>)
-<span class='no'>score</span> <span class='kw'>&lt;-</span> <span class='fu'>fluss_score</span>(<span class='no'>truth</span>, <span class='no'>mp</span>$<span class='no'>fluss</span>, <span class='fu'><a href='https://rdrr.io/r/base/length.html'>length</a></span>(<span class='no'>data</span>))</div></pre>
+<span class='no'>score</span> <span class='kw'>&lt;-</span> <span class='fu'>fluss_score</span>(<span class='no'>truth</span>, <span class='no'>mp</span>$<span class='no'>fluss</span>, <span class='fu'><a href='https://rdrr.io/r/base/length.html'>length</a></span>(<span class='no'>data</span>))</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -208,7 +205,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/get_data.html b/docs/reference/get_data.html
index 958f4c4..4f49594 100644
--- a/docs/reference/get_data.html
+++ b/docs/reference/get_data.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Get the data included in a TSMP object, if any. — get_data" />
 <meta property="og:description" content="Get the data included in a TSMP object, if any." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -153,17 +156,13 @@ <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
     <p>Returns the data as <code>matrix</code>. If there is more than one series, returns a <code>list</code>.</p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, <span class='fl'>1</span>], <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-<span class='fu'>get_data</span>(<span class='no'>mp</span>)</div></pre>
+    <pre class="examples"><span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, <span class='fl'>1</span>], <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
+<span class='fu'>get_data</span>(<span class='no'>mp</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -174,7 +173,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/index.html b/docs/reference/index.html
index 161763a..88ab5c9 100644
--- a/docs/reference/index.html
+++ b/docs/reference/index.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -44,7 +48,6 @@
 
 <meta property="og:title" content="Function reference" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -62,7 +65,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-index">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -76,7 +79,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -109,7 +112,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -145,6 +148,11 @@ <h2 id="section-all-functions" class="hasAnchor"><a href="#section-all-functions
           <p class="section-desc"></p>
         </th>
       </tr>
+      
+      
+    </tbody><tbody>
+      
+      
       <tr>
         
         <td>
@@ -510,11 +518,10 @@ <h2 id="section-all-functions" class="hasAnchor"><a href="#section-all-functions
     </table>
   </div>
 
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#section-all-functions">All functions</a></li>
-    </ul>
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -525,7 +532,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/mass-deprecated.html b/docs/reference/mass-deprecated.html
index 5c4596d..38f6fac 100644
--- a/docs/reference/mass-deprecated.html
+++ b/docs/reference/mass-deprecated.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -46,7 +50,6 @@
 <meta property="og:description" content="Mueen's Algorithm for Similarity Search is The Fastest Similarity Search Algorithm for Time
 Series Subsequences under Euclidean Distance and Correlation Coefficient." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -64,7 +67,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -78,7 +81,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -111,7 +114,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -199,15 +202,10 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <p><code><a href='tsmp-deprecated.html'>tsmp-deprecated</a></code></p></div>
 
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -218,7 +216,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/mass_pre.html b/docs/reference/mass_pre.html
index 4f7570a..0c205b2 100644
--- a/docs/reference/mass_pre.html
+++ b/docs/reference/mass_pre.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Precomputes several values used on MASS — mass_pre" />
 <meta property="og:description" content="Precomputes several values used on MASS" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -174,30 +177,24 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
     <div class='dont-index'><p><code><a href='mass_v2.html'>mass_v2()</a></code>, <code><a href='mass_v3.html'>mass_v3()</a></code> for using precomputed values.</p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>sub_len</span>
+    <pre class="examples"><span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>sub_len</span>
 <span class='no'>ref_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>]
 <span class='no'>query_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>]
 
-<span class='no'>pre</span> <span class='kw'>&lt;-</span> <span class='kw pkg'>tsmp</span><span class='kw ns'>:::</span><span class='fu'><a href='https://rdrr.io/pkg/tsmp/man/mass_pre.html'>mass_pre</a></span>(<span class='no'>ref_data</span>, <span class='no'>query_data</span>, <span class='no'>w</span>)
+<span class='no'>pre</span> <span class='kw'>&lt;-</span> <span class='kw pkg'>tsmp</span><span class='kw ns'>:::</span><span class='fu'>mass_pre</span>(<span class='no'>ref_data</span>, <span class='no'>query_data</span>, <span class='no'>w</span>)
 
 <span class='no'>dp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span>()
 <span class='kw'>for</span> (<span class='no'>i</span> <span class='kw'>in</span> <span class='fl'>1</span>:(<span class='no'>pre</span>$<span class='no'>data_size</span> - <span class='no'>w</span> + <span class='fl'>1</span>)) {
-  <span class='no'>dp</span><span class='kw'>[[</span><span class='no'>i</span>]] <span class='kw'>&lt;-</span> <span class='kw pkg'>tsmp</span><span class='kw ns'>:::</span><span class='fu'><a href='https://rdrr.io/pkg/tsmp/man/mass_v2.html'>mass_v2</a></span>(
+  <span class='no'>dp</span><span class='kw'>[[</span><span class='no'>i</span>]] <span class='kw'>&lt;-</span> <span class='kw pkg'>tsmp</span><span class='kw ns'>:::</span><span class='fu'><a href='mass_v2.html'>mass_v2</a></span>(
     <span class='no'>query_data</span>[<span class='no'>i</span>:(<span class='no'>i</span> - <span class='fl'>1</span> + <span class='no'>w</span>)], <span class='no'>pre</span>$<span class='no'>window_size</span>, <span class='no'>pre</span>$<span class='no'>data_fft</span>, <span class='no'>pre</span>$<span class='no'>data_size</span>,
     <span class='no'>pre</span>$<span class='no'>data_mean</span>, <span class='no'>pre</span>$<span class='no'>data_sd</span>, <span class='no'>pre</span>$<span class='no'>query_mean</span>[<span class='no'>i</span>], <span class='no'>pre</span>$<span class='no'>query_sd</span>[<span class='no'>i</span>]
   )
-}</div></pre>
+}</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -208,7 +205,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/mass_pre_w.html b/docs/reference/mass_pre_w.html
index 5427200..f7dbbdf 100644
--- a/docs/reference/mass_pre_w.html
+++ b/docs/reference/mass_pre_w.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Precomputes several values used on MASS — mass_pre_w" />
 <meta property="og:description" content="Precomputes several values used on MASS" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -178,7 +181,7 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
     <div class='dont-index'><p><code><a href='mass_weighted.html'>mass_weighted()</a></code> for using precomputed values.</p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>sub_len</span>
+    <pre class="examples"><span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>sub_len</span>
 <span class='no'>ref_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>]
 <span class='no'>query_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>]
 <span class='no'>weight</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(
@@ -186,26 +189,20 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
   <span class='fu'><a href='https://rdrr.io/r/base/rep.html'>rep</a></span>(<span class='fl'>1</span>, <span class='no'>mp_toy_data</span>$<span class='no'>sub_len</span> / <span class='fl'>3</span>)
 )
 
-<span class='no'>pre</span> <span class='kw'>&lt;-</span> <span class='kw pkg'>tsmp</span><span class='kw ns'>:::</span><span class='fu'><a href='https://rdrr.io/pkg/tsmp/man/mass_pre_w.html'>mass_pre_w</a></span>(<span class='no'>ref_data</span>, <span class='no'>query_data</span>, <span class='no'>w</span>, <span class='no'>weight</span>)
+<span class='no'>pre</span> <span class='kw'>&lt;-</span> <span class='kw pkg'>tsmp</span><span class='kw ns'>:::</span><span class='fu'>mass_pre_w</span>(<span class='no'>ref_data</span>, <span class='no'>query_data</span>, <span class='no'>w</span>, <span class='no'>weight</span>)
 
 <span class='no'>dp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span>()
 <span class='kw'>for</span> (<span class='no'>i</span> <span class='kw'>in</span> <span class='fl'>1</span>:(<span class='no'>pre</span>$<span class='no'>data_size</span> - <span class='no'>w</span> + <span class='fl'>1</span>)) {
-  <span class='no'>dp</span><span class='kw'>[[</span><span class='no'>i</span>]] <span class='kw'>&lt;-</span> <span class='kw pkg'>tsmp</span><span class='kw ns'>:::</span><span class='fu'><a href='https://rdrr.io/pkg/tsmp/man/mass_weighted.html'>mass_weighted</a></span>(
+  <span class='no'>dp</span><span class='kw'>[[</span><span class='no'>i</span>]] <span class='kw'>&lt;-</span> <span class='kw pkg'>tsmp</span><span class='kw ns'>:::</span><span class='fu'><a href='mass_weighted.html'>mass_weighted</a></span>(
     <span class='no'>query_data</span>[<span class='no'>i</span>:(<span class='no'>i</span> - <span class='fl'>1</span> + <span class='no'>w</span>)], <span class='no'>pre</span>$<span class='no'>window_size</span>, <span class='no'>pre</span>$<span class='no'>data_fft</span>, <span class='no'>pre</span>$<span class='no'>data_size</span>,
     <span class='no'>pre</span>$<span class='no'>data_mean</span>, <span class='no'>pre</span>$<span class='no'>data_sd</span>, <span class='no'>pre</span>$<span class='no'>data_pre</span>, <span class='no'>pre</span>$<span class='no'>weight</span>
   )
-}</div></pre>
+}</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -216,7 +213,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/mass_v2.html b/docs/reference/mass_v2.html
index 30b0524..8c0e867 100644
--- a/docs/reference/mass_v2.html
+++ b/docs/reference/mass_v2.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -46,7 +50,6 @@
 <meta property="og:description" content="Mueen's Algorithm for Similarity Search is The Fastest Similarity Search Algorithm for Time
 Series Subsequences under Euclidean Distance and Correlation Coefficient." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -64,7 +67,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -78,7 +81,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -111,7 +114,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -211,33 +214,27 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
     <div class='dont-index'><p><code><a href='mass_pre.html'>mass_pre()</a></code> to precomputation of input values.</p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>sub_len</span>
+    <pre class="examples"><span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>sub_len</span>
 <span class='no'>ref_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>]
 <span class='no'>query_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>]
 <span class='no'>d_size</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/length.html'>length</a></span>(<span class='no'>ref_data</span>)
 <span class='no'>q_size</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/length.html'>length</a></span>(<span class='no'>query_data</span>)
 
-<span class='no'>pre</span> <span class='kw'>&lt;-</span> <span class='kw pkg'>tsmp</span><span class='kw ns'>:::</span><span class='fu'><a href='https://rdrr.io/pkg/tsmp/man/mass_pre.html'>mass_pre</a></span>(<span class='no'>ref_data</span>, <span class='no'>query_data</span>, <span class='no'>w</span>)
+<span class='no'>pre</span> <span class='kw'>&lt;-</span> <span class='kw pkg'>tsmp</span><span class='kw ns'>:::</span><span class='fu'><a href='mass_pre.html'>mass_pre</a></span>(<span class='no'>ref_data</span>, <span class='no'>query_data</span>, <span class='no'>w</span>)
 
 <span class='no'>dp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span>()
 <span class='kw'>for</span> (<span class='no'>i</span> <span class='kw'>in</span> <span class='fl'>1</span>:(<span class='no'>d_size</span> - <span class='no'>w</span> + <span class='fl'>1</span>)) {
-  <span class='no'>dp</span><span class='kw'>[[</span><span class='no'>i</span>]] <span class='kw'>&lt;-</span> <span class='kw pkg'>tsmp</span><span class='kw ns'>:::</span><span class='fu'><a href='https://rdrr.io/pkg/tsmp/man/mass_v2.html'>mass_v2</a></span>(
+  <span class='no'>dp</span><span class='kw'>[[</span><span class='no'>i</span>]] <span class='kw'>&lt;-</span> <span class='kw pkg'>tsmp</span><span class='kw ns'>:::</span><span class='fu'>mass_v2</span>(
     <span class='no'>query_data</span>[<span class='no'>i</span>:(<span class='no'>i</span> - <span class='fl'>1</span> + <span class='no'>w</span>)], <span class='no'>pre</span>$<span class='no'>window_size</span>,
     <span class='no'>pre</span>$<span class='no'>data_fft</span>, <span class='no'>pre</span>$<span class='no'>data_size</span>, <span class='no'>pre</span>$<span class='no'>data_mean</span>, <span class='no'>pre</span>$<span class='no'>data_sd</span>,
     <span class='no'>pre</span>$<span class='no'>query_mean</span>[<span class='no'>i</span>], <span class='no'>pre</span>$<span class='no'>query_sd</span>[<span class='no'>i</span>]
   )
-}</div></pre>
+}</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -248,7 +245,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/mass_v3.html b/docs/reference/mass_v3.html
index 7f0d6a0..081e72a 100644
--- a/docs/reference/mass_v3.html
+++ b/docs/reference/mass_v3.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -46,7 +50,6 @@
 <meta property="og:description" content="Mueen's Algorithm for Similarity Search is The Fastest Similarity Search Algorithm for Time
 Series Subsequences under Euclidean Distance and Correlation Coefficient." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -64,7 +67,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -78,7 +81,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -111,7 +114,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -220,34 +223,27 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
     <div class='dont-index'><p><code><a href='mass_pre.html'>mass_pre()</a></code> to precomputation of input values.</p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>sub_len</span>
+    <pre class="examples"><span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>sub_len</span>
 <span class='no'>ref_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>]
 <span class='no'>query_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>]
 <span class='no'>d_size</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/length.html'>length</a></span>(<span class='no'>ref_data</span>)
 <span class='no'>q_size</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/length.html'>length</a></span>(<span class='no'>query_data</span>)
 
-<span class='no'>pre</span> <span class='kw'>&lt;-</span> <span class='kw pkg'>tsmp</span><span class='kw ns'>:::</span><span class='fu'><a href='https://rdrr.io/pkg/tsmp/man/mass_pre.html'>mass_pre</a></span>(<span class='no'>ref_data</span>, <span class='no'>query_data</span>, <span class='no'>w</span>)
+<span class='no'>pre</span> <span class='kw'>&lt;-</span> <span class='kw pkg'>tsmp</span><span class='kw ns'>:::</span><span class='fu'><a href='mass_pre.html'>mass_pre</a></span>(<span class='no'>ref_data</span>, <span class='no'>query_data</span>, <span class='no'>w</span>)
 
 <span class='no'>dp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span>()
 <span class='kw'>for</span> (<span class='no'>i</span> <span class='kw'>in</span> <span class='fl'>1</span>:(<span class='no'>d_size</span> - <span class='no'>w</span> + <span class='fl'>1</span>)) {
-  <span class='no'>dp</span><span class='kw'>[[</span><span class='no'>i</span>]] <span class='kw'>&lt;-</span> <span class='kw pkg'>tsmp</span><span class='kw ns'>:::</span><span class='fu'><a href='https://rdrr.io/pkg/tsmp/man/mass_v3.html'>mass_v3</a></span>(
+  <span class='no'>dp</span><span class='kw'>[[</span><span class='no'>i</span>]] <span class='kw'>&lt;-</span> <span class='kw pkg'>tsmp</span><span class='kw ns'>:::</span><span class='fu'>mass_v3</span>(
     <span class='no'>query_data</span>[<span class='no'>i</span>:(<span class='no'>i</span> - <span class='fl'>1</span> + <span class='no'>w</span>)], <span class='no'>ref_data</span>,
     <span class='no'>pre</span>$<span class='no'>window_size</span>, <span class='no'>pre</span>$<span class='no'>data_size</span>, <span class='no'>pre</span>$<span class='no'>data_mean</span>, <span class='no'>pre</span>$<span class='no'>data_sd</span>,
     <span class='no'>pre</span>$<span class='no'>query_mean</span>[<span class='no'>i</span>], <span class='no'>pre</span>$<span class='no'>query_sd</span>[<span class='no'>i</span>]
   )
-}</div></pre>
+}</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -258,7 +254,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/mass_weighted.html b/docs/reference/mass_weighted.html
index b601a54..7044577 100644
--- a/docs/reference/mass_weighted.html
+++ b/docs/reference/mass_weighted.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -46,7 +50,6 @@
 <meta property="og:description" content="Mueen's Algorithm for Similarity Search is The Fastest Similarity Search Algorithm for Time
 Series Subsequences under Euclidean Distance and Correlation Coefficient." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -64,7 +67,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -78,7 +81,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -111,7 +114,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -211,7 +214,7 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
     <div class='dont-index'><p><code><a href='mass_pre_w.html'>mass_pre_w()</a></code> to precomputation of input values.</p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>sub_len</span>
+    <pre class="examples"><span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>sub_len</span>
 <span class='no'>ref_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>]
 <span class='no'>query_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>]
 <span class='no'>weight</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(
@@ -219,26 +222,20 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
   <span class='fu'><a href='https://rdrr.io/r/base/rep.html'>rep</a></span>(<span class='fl'>1</span>, <span class='no'>mp_toy_data</span>$<span class='no'>sub_len</span> / <span class='fl'>3</span>)
 )
 
-<span class='no'>pre</span> <span class='kw'>&lt;-</span> <span class='kw pkg'>tsmp</span><span class='kw ns'>:::</span><span class='fu'><a href='https://rdrr.io/pkg/tsmp/man/mass_pre_w.html'>mass_pre_w</a></span>(<span class='no'>ref_data</span>, <span class='no'>query_data</span>, <span class='no'>w</span>, <span class='no'>weight</span>)
+<span class='no'>pre</span> <span class='kw'>&lt;-</span> <span class='kw pkg'>tsmp</span><span class='kw ns'>:::</span><span class='fu'><a href='mass_pre_w.html'>mass_pre_w</a></span>(<span class='no'>ref_data</span>, <span class='no'>query_data</span>, <span class='no'>w</span>, <span class='no'>weight</span>)
 
 <span class='no'>dp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/list.html'>list</a></span>()
 <span class='kw'>for</span> (<span class='no'>i</span> <span class='kw'>in</span> <span class='fl'>1</span>:(<span class='no'>pre</span>$<span class='no'>data_size</span> - <span class='no'>w</span> + <span class='fl'>1</span>)) {
-  <span class='no'>dp</span><span class='kw'>[[</span><span class='no'>i</span>]] <span class='kw'>&lt;-</span> <span class='kw pkg'>tsmp</span><span class='kw ns'>:::</span><span class='fu'><a href='https://rdrr.io/pkg/tsmp/man/mass_weighted.html'>mass_weighted</a></span>(
+  <span class='no'>dp</span><span class='kw'>[[</span><span class='no'>i</span>]] <span class='kw'>&lt;-</span> <span class='kw pkg'>tsmp</span><span class='kw ns'>:::</span><span class='fu'>mass_weighted</span>(
     <span class='no'>query_data</span>[<span class='no'>i</span>:(<span class='no'>i</span> - <span class='fl'>1</span> + <span class='no'>w</span>)], <span class='no'>pre</span>$<span class='no'>window_size</span>, <span class='no'>pre</span>$<span class='no'>data_fft</span>, <span class='no'>pre</span>$<span class='no'>data_size</span>,
     <span class='no'>pre</span>$<span class='no'>data_mean</span>, <span class='no'>pre</span>$<span class='no'>data_sd</span>, <span class='no'>pre</span>$<span class='no'>data_pre</span>, <span class='no'>pre</span>$<span class='no'>weight</span>
   )
-}</div></pre>
+}</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -249,7 +246,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/min_mp_idx.html b/docs/reference/min_mp_idx.html
index edb937a..6d11e5f 100644
--- a/docs/reference/min_mp_idx.html
+++ b/docs/reference/min_mp_idx.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Get index of the minimum value from a matrix profile and its nearest neighbor — min_mp_idx" />
 <meta property="og:description" content="Get index of the minimum value from a matrix profile and its nearest neighbor" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -161,19 +164,15 @@ <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
     <p>returns a <code>matrix</code> with two columns: the minimum and the nearest neighbor</p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>50</span>
+    <pre class="examples"><span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>50</span>
 <span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_gait_data</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>exclusion_zone</span> <span class='kw'>=</span> <span class='fl'>1</span> / <span class='fl'>4</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-<span class='no'>min_val</span> <span class='kw'>&lt;-</span> <span class='fu'>min_mp_idx</span>(<span class='no'>mp</span>)</div></pre>
+<span class='no'>min_val</span> <span class='kw'>&lt;-</span> <span class='fu'>min_mp_idx</span>(<span class='no'>mp</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -184,7 +183,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/motifs.html b/docs/reference/motifs.html
index 808d6b8..90b338a 100644
--- a/docs/reference/motifs.html
+++ b/docs/reference/motifs.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
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+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
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@@ -45,7 +49,6 @@
 <meta property="og:title" content="Search for Motifs — motifs" />
 <meta property="og:description" content="Search for Motifs" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
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@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
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@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -184,14 +187,10 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='visualize.html'>visualize</a>()</code></p></div>
 
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -202,7 +201,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/motifs_discords_small.html b/docs/reference/motifs_discords_small.html
index ea2b46a..eaf04a6 100644
--- a/docs/reference/motifs_discords_small.html
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@@ -17,23 +17,27 @@
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+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
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+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
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@@ -45,7 +49,6 @@
 <meta property="og:title" content="Just a synthetic dataset for testing — motifs_discords_small" />
 <meta property="og:description" content="Just a synthetic dataset for testing" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -145,12 +148,10 @@ <h2 class="hasAnchor" id="format"><a class="anchor" href="#format"></a>Format</h
     <p>A <code>vector</code> with 875 observations</p>
 
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#format">Format</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -161,7 +162,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/mp_fluss_data.html b/docs/reference/mp_fluss_data.html
index 1bc95c9..abb3db7 100644
--- a/docs/reference/mp_fluss_data.html
+++ b/docs/reference/mp_fluss_data.html
@@ -17,23 +17,27 @@
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+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
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@@ -46,7 +50,6 @@
 <meta property="og:description" content="Contains two datasets used in FLUSS paper (1), first is TiltABP from (2), and second is
 WalkJogRun from PAMAP's dataset (3)" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -64,7 +67,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -78,7 +81,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
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@@ -111,7 +114,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
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@@ -144,7 +147,7 @@ <h1>Original data used in the FLUSS paper</h1>
 
     <h2 class="hasAnchor" id="format"><a class="anchor" href="#format"></a>Format</h2>
 
-    <p>A list containing:</p><dl class='dl-horizontal'>
+    <p>A list containing:</p><dl'>
 <dt>data</dt><dd><p>one column matrix with the dataset's data</p></dd>
 <dt>gtruth</dt><dd><p>a vector with the ground truth of semantic change according to provided dataset</p></dd>
 <dt>window</dt><dd><p>window size used in original paper</p></dd>
@@ -178,14 +181,10 @@ <h2 class="hasAnchor" id="references"><a class="anchor" href="#references"></a>R
 
 
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#format">Format</a></li>
-      <li><a href="#source">Source</a></li>
-      <li><a href="#references">References</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -196,7 +195,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
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diff --git a/docs/reference/mp_gait_data.html b/docs/reference/mp_gait_data.html
index 8721844..64f9aa2 100644
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+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
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+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
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+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
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-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Original data used in the Time Series Chain demo — mp_gait_data" />
 <meta property="og:description" content="Original data used in the Time Series Chain demo" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -156,14 +159,10 @@ <h2 class="hasAnchor" id="references"><a class="anchor" href="#references"></a>R
 
 
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#format">Format</a></li>
-      <li><a href="#source">Source</a></li>
-      <li><a href="#references">References</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -174,7 +173,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/mp_meat_data.html b/docs/reference/mp_meat_data.html
index 758dc93..23c49f5 100644
--- a/docs/reference/mp_meat_data.html
+++ b/docs/reference/mp_meat_data.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
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+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
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+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
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+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
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-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
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+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -46,7 +50,6 @@
 <meta property="og:description" content="This is the Meat dataset from UCR Archive modified for Salient discovery.
 The original data is mixed with Random Walks and the algorithm must pick only the originals." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -64,7 +67,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -78,7 +81,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -111,7 +114,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -144,7 +147,7 @@ <h1>Original data used in the Salient Subsequences demo</h1>
 
     <h2 class="hasAnchor" id="format"><a class="anchor" href="#format"></a>Format</h2>
 
-    <p><code>original</code> is the original dataset with 60+60 observations mixed with 120 random walks:</p><dl class='dl-horizontal'>
+    <p><code>original</code> is the original dataset with 60+60 observations mixed with 120 random walks:</p><dl'>
 <dt>data</dt><dd><p>240 time series with length of 448 each.</p></dd>
 <dt>labels</dt><dd><p>label of each time series, <code>-666</code> means a random walk.</p></dd>
 <dt>sub_len</dt><dd><p>size of sliding window.</p></dd>
@@ -152,7 +155,7 @@ <h2 class="hasAnchor" id="format"><a class="anchor" href="#format"></a>Format</h
 </dl>
 
 <p><code>sub</code> is the original dataset embedded in random walks:</p>
-<dl class='dl-horizontal'>
+<dl'>
 <dt>data</dt><dd><p>One time series with length of 107520.</p></dd>
 <dt>labels</dt><dd><p>label of each original data.</p></dd>
 <dt>labels_idx</dt><dd><p>starting point where the original data was placed.</p></dd>
@@ -181,14 +184,10 @@ <h2 class="hasAnchor" id="references"><a class="anchor" href="#references"></a>R
 <p>Website: <a href='https://sites.google.com/site/salientsubs/'>https://sites.google.com/site/salientsubs/</a></p>
 
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#format">Format</a></li>
-      <li><a href="#source">Source</a></li>
-      <li><a href="#references">References</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -199,7 +198,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/mp_test_data.html b/docs/reference/mp_test_data.html
index c89ab8e..4ada0e1 100644
--- a/docs/reference/mp_test_data.html
+++ b/docs/reference/mp_test_data.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
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+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
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+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
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-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
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-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -46,7 +50,6 @@
 <meta property="og:description" content="A synthetic dataset base on TRACE dataset and used as Stress Test to STDS algorithm. The TRACE
 dataset used here is originally from (1), and the version distributed here is from (2)" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -64,7 +67,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -78,7 +81,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -111,7 +114,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -144,7 +147,7 @@ <h1>Original data used in the STDS demo</h1>
 
     <h2 class="hasAnchor" id="format"><a class="anchor" href="#format"></a>Format</h2>
 
-    <p>A list of matrices with 215010 rows and 1 dimension:</p><dl class='dl-horizontal'>
+    <p>A list of matrices with 215010 rows and 1 dimension:</p><dl'>
 <dt>train$data</dt><dd><p>training data</p></dd>
 <dt>train$label</dt><dd><p>label for training data</p></dd>
 <dt>test$data</dt><dd><p>test data</p></dd>
@@ -172,14 +175,10 @@ <h2 class="hasAnchor" id="references"><a class="anchor" href="#references"></a>R
 
 
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#format">Format</a></li>
-      <li><a href="#source">Source</a></li>
-      <li><a href="#references">References</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -190,7 +189,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/mp_toy_data.html b/docs/reference/mp_toy_data.html
index 100edad..c16b800 100644
--- a/docs/reference/mp_toy_data.html
+++ b/docs/reference/mp_toy_data.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
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+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Original data used in the mSTAMP demo — mp_toy_data" />
 <meta property="og:description" content="A synthetic dataset with embedded MOTIFs for multidimensional discovery" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -142,7 +145,7 @@ <h1>Original data used in the mSTAMP demo</h1>
 
     <h2 class="hasAnchor" id="format"><a class="anchor" href="#format"></a>Format</h2>
 
-    <p>A <code>list</code> with a <code>matrix</code> with 550 rows and 3 dimensions and an <code>int</code>:</p><dl class='dl-horizontal'>
+    <p>A <code>list</code> with a <code>matrix</code> with 550 rows and 3 dimensions and an <code>int</code>:</p><dl'>
 <dt>data</dt><dd><p>data with embedded MOTIFs</p></dd>
 <dt>sub_len</dt><dd><p>size of sliding window</p></dd>
 
@@ -162,14 +165,10 @@ <h2 class="hasAnchor" id="references"><a class="anchor" href="#references"></a>R
 <p>Website: <a href='http://www.cs.ucr.edu/~eamonn/MatrixProfile.html'>http://www.cs.ucr.edu/~eamonn/MatrixProfile.html</a></p>
 
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#format">Format</a></li>
-      <li><a href="#source">Source</a></li>
-      <li><a href="#references">References</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -180,7 +179,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/mpdist.html b/docs/reference/mpdist.html
index c6ff3f1..20c7fd3 100644
--- a/docs/reference/mpdist.html
+++ b/docs/reference/mpdist.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -48,7 +52,6 @@
 It was demonstrated in that MPdist is robust to spikes, warping, linear trends, dropouts,
 wandering baseline and missing values, issues that are common outside of benchmark datasets." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -66,7 +69,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -80,7 +83,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -113,7 +116,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -196,7 +199,7 @@ <h2 class="hasAnchor" id="references"><a class="anchor" href="#references"></a>R
 <p>Website: <a href='https://sites.google.com/site/mpdistinfo/'>https://sites.google.com/site/mpdistinfo/</a></p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>ref_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>]
+    <pre class="examples"><span class='no'>ref_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>]
 <span class='no'>qe_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>2</span>]
 <span class='no'>qd_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>150</span>:<span class='fl'>200</span>, <span class='fl'>1</span>]
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>sub_len</span>
@@ -208,18 +211,12 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
 <span class='no'>ddiff</span> <span class='kw'>&lt;-</span> <span class='fu'>mpdist</span>(<span class='no'>ref_data</span>, <span class='no'>qd_data</span>, <span class='no'>w</span>)
 
 <span class='co'># distance vector between data of different sizes</span>
-<span class='no'>ddvect</span> <span class='kw'>&lt;-</span> <span class='fu'>mpdist</span>(<span class='no'>ref_data</span>, <span class='no'>qd_data</span>, <span class='no'>w</span>, <span class='kw'>type</span> <span class='kw'>=</span> <span class='st'>"vector"</span>)</div></pre>
+<span class='no'>ddvect</span> <span class='kw'>&lt;-</span> <span class='fu'>mpdist</span>(<span class='no'>ref_data</span>, <span class='no'>qd_data</span>, <span class='no'>w</span>, <span class='kw'>type</span> <span class='kw'>=</span> <span class='st'>"vector"</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -230,7 +227,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/mpx.html b/docs/reference/mpx.html
index 363f976..151a445 100644
--- a/docs/reference/mpx.html
+++ b/docs/reference/mpx.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Fast implementation of MP and MPI for internal purposes, without FFT — mpx" />
 <meta property="og:description" content="Fast implementation of MP and MPI for internal purposes, without FFT" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -179,14 +182,15 @@ <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
 
     <p>Returns MP and MPI</p>
 
+    <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
+    <pre class="examples"><span class='co'># \donttest{</span>
+<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>mpx</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, <span class='fl'>1</span>], <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>)
+<span class='co'># }</span></pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -197,7 +201,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/mstomp.html b/docs/reference/mstomp.html
index 6ba8d5f..e711997 100644
--- a/docs/reference/mstomp.html
+++ b/docs/reference/mstomp.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Multivariate STOMP algorithm Parallel version — mstomp_par" />
 <meta property="og:description" content="Computes the Matrix Profile and Profile Index for Multivariate Time Series." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -241,9 +244,9 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='valmod.html'>valmod</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='co'># using all dimensions</span>
+    <pre class="examples"><span class='co'># using all dimensions</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>mstomp</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>150</span>, ], <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-<span class='kw'>if</span> (<span class='fl'>FALSE</span>) {
+<span class='co'># \donttest{</span>
 <span class='co'>#' # using threads</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>mstomp_par</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>150</span>, ], <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 
@@ -251,20 +254,12 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>mstomp</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, ], <span class='fl'>30</span>, <span class='kw'>must_dim</span> <span class='kw'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='fl'>1</span>, <span class='fl'>2</span>))
 <span class='co'># exclude dimensions 2 and 3</span>
 <span class='no'>mp2</span> <span class='kw'>&lt;-</span> <span class='fu'>mstomp</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, ], <span class='fl'>30</span>, <span class='kw'>exc_dim</span> <span class='kw'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='fl'>2</span>, <span class='fl'>3</span>))
-}</div></pre>
+<span class='co'># }</span></pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#functions">Functions</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -275,7 +270,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/pipe.html b/docs/reference/pipe.html
index 1a4ae35..bab7fcd 100644
--- a/docs/reference/pipe.html
+++ b/docs/reference/pipe.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -46,7 +50,6 @@
 <meta property="og:description" content="See magrittr::%&amp;gt;% for details.
 See magrittr::%T&amp;gt;% for details." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -64,7 +67,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -78,7 +81,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -111,7 +114,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -146,11 +149,10 @@ <h1>Pipe operator</h1>
 
 
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -161,7 +163,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/plot.html b/docs/reference/plot.html
index c0ee72a..8c0e212 100644
--- a/docs/reference/plot.html
+++ b/docs/reference/plot.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Plot a TSMP object — plot" />
 <meta property="og:description" content="Plot a TSMP object" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -337,18 +340,14 @@ <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
     <p>None</p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'>
+    <pre class="examples">
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, <span class='fl'>1</span>], <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-<span class='fu'>plot</span>(<span class='no'>mp</span>)</div><div class='img'><img src='plot-1.png' alt='' width='700' height='433' /></div></pre>
+<span class='fu'>plot</span>(<span class='no'>mp</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -359,7 +358,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/plot_arcs.html b/docs/reference/plot_arcs.html
index ae294a2..df333a3 100644
--- a/docs/reference/plot_arcs.html
+++ b/docs/reference/plot_arcs.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -48,7 +52,6 @@
 infer that arcs connect similar segments of a music. See details for a deeper explanation how to
 use this function." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -66,7 +69,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -80,7 +83,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -113,7 +116,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -225,17 +228,12 @@ <h2 class="hasAnchor" id="details"><a class="anchor" href="#details"></a>Details
 filter indexes that have distant nearest neighbor (e.g. retrieve only the best motifs).</p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='fu'>plot_arcs</span>(<span class='kw'>pairs</span> <span class='kw'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/matrix.html'>matrix</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='fl'>5</span>, <span class='fl'>10</span>, <span class='fl'>1</span>, <span class='fl'>10</span>, <span class='fl'>20</span>, <span class='fl'>5</span>), <span class='kw'>ncol</span> <span class='kw'>=</span> <span class='fl'>2</span>, <span class='kw'>byrow</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>))</div><div class='img'><img src='plot_arcs-1.png' alt='' width='700' height='433' /></div></pre>
+    <pre class="examples"><span class='fu'>plot_arcs</span>(<span class='kw'>pairs</span> <span class='kw'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/matrix.html'>matrix</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='fl'>5</span>, <span class='fl'>10</span>, <span class='fl'>1</span>, <span class='fl'>10</span>, <span class='fl'>20</span>, <span class='fl'>5</span>), <span class='kw'>ncol</span> <span class='kw'>=</span> <span class='fl'>2</span>, <span class='kw'>byrow</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>))</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -246,7 +244,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/pmp.html b/docs/reference/pmp.html
index aae0341..b5ff279 100644
--- a/docs/reference/pmp.html
+++ b/docs/reference/pmp.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Pan-Matrix Profile — pmp" />
 <meta property="og:description" content="Computes the Pan-Matrix Profile (PMP) for the given time series." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -209,22 +212,18 @@ <h2 class="hasAnchor" id="details"><a class="anchor" href="#details"></a>Details
 
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='co'># Just compute</span>
-<span class='no'>pan</span> <span class='kw'>&lt;-</span> <span class='fu'>pmp</span>(<span class='no'>mp_gait_data</span>)</div><div class='output co'>#&gt; <span class='message'>step: 1/20 binary idx: 1 window: 10</span></div><div class='output co'>#&gt; <span class='message'>step: 2/20 binary idx: 11 window: 242</span></div><div class='output co'>#&gt; <span class='message'>step: 3/20 binary idx: 6 window: 126</span></div><div class='output co'>#&gt; <span class='message'>step: 4/20 binary idx: 16 window: 358</span></div><div class='output co'>#&gt; <span class='message'>step: 5/20 binary idx: 3 window: 56</span></div><div class='output co'>#&gt; <span class='message'>step: 6/20 binary idx: 8 window: 172</span></div><div class='output co'>#&gt; <span class='message'>step: 7/20 binary idx: 13 window: 289</span></div><div class='output co'>#&gt; <span class='message'>step: 8/20 binary idx: 18 window: 405</span></div><div class='output co'>#&gt; <span class='message'>step: 9/20 binary idx: 2 window: 33</span></div><div class='output co'>#&gt; <span class='message'>step: 10/20 binary idx: 4 window: 79</span></div><div class='output co'>#&gt; <span class='message'>step: 11/20 binary idx: 7 window: 149</span></div><div class='output co'>#&gt; <span class='message'>step: 12/20 binary idx: 9 window: 196</span></div><div class='output co'>#&gt; <span class='message'>step: 13/20 binary idx: 12 window: 265</span></div><div class='output co'>#&gt; <span class='message'>step: 14/20 binary idx: 14 window: 312</span></div><div class='output co'>#&gt; <span class='message'>step: 15/20 binary idx: 17 window: 382</span></div><div class='output co'>#&gt; <span class='message'>step: 16/20 binary idx: 19 window: 428</span></div><div class='output co'>#&gt; <span class='message'>step: 17/20 binary idx: 5 window: 103</span></div><div class='output co'>#&gt; <span class='message'>step: 18/20 binary idx: 10 window: 219</span></div><div class='output co'>#&gt; <span class='message'>step: 19/20 binary idx: 15 window: 335</span></div><div class='output co'>#&gt; <span class='message'>step: 20/20 binary idx: 20 window: 452</span></div><div class='input'><span class='kw'>if</span> (<span class='fl'>FALSE</span>) {
+    <pre class="examples"><span class='co'># \donttest{</span>
+<span class='co'># Just compute</span>
+<span class='no'>pan</span> <span class='kw'>&lt;-</span> <span class='fu'>pmp</span>(<span class='no'>mp_gait_data</span>)
 <span class='co'># Compute the upper bound, than add new profiles</span>
 <span class='no'>pan</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='pmp_upper_bound.html'>pmp_upper_bound</a></span>(<span class='no'>mp_gait_data</span>)
 <span class='no'>pan</span> <span class='kw'>&lt;-</span> <span class='fu'>pmp</span>(<span class='no'>mp_gait_data</span>, <span class='kw'>pmp_obj</span> <span class='kw'>=</span> <span class='no'>pan</span>)
-}</div></pre>
+<span class='co'># }</span></pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -235,7 +234,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/pmp_upper_bound.html b/docs/reference/pmp_upper_bound.html
index b7244ec..2d5b38f 100644
--- a/docs/reference/pmp_upper_bound.html
+++ b/docs/reference/pmp_upper_bound.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Pan Matrix Profile upper bound — pmp_upper_bound" />
 <meta property="og:description" content="Finds the upper bound for Pan Matrix Profile calculation." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -197,22 +200,16 @@ <h2 class="hasAnchor" id="references"><a class="anchor" href="#references"></a>R
 <p>Website: <a href='http://www.cs.ucr.edu/~eamonn/MatrixProfile.html'>http://www.cs.ucr.edu/~eamonn/MatrixProfile.html</a></p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='co'># return the object</span>
+    <pre class="examples"><span class='co'># return the object</span>
 <span class='no'>pan_matrix</span> <span class='kw'>&lt;-</span> <span class='fu'>pmp_upper_bound</span>(<span class='no'>mp_gait_data</span>)
 
 <span class='co'># just the upper bound</span>
-<span class='no'>pan_ub</span> <span class='kw'>&lt;-</span> <span class='fu'>pmp_upper_bound</span>(<span class='no'>mp_gait_data</span>, <span class='kw'>return_pmp</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>)</div></pre>
+<span class='no'>pan_ub</span> <span class='kw'>&lt;-</span> <span class='fu'>pmp_upper_bound</span>(<span class='no'>mp_gait_data</span>, <span class='kw'>return_pmp</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -223,7 +220,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/read.html b/docs/reference/read.html
index bd9b9ba..306a15b 100644
--- a/docs/reference/read.html
+++ b/docs/reference/read.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Read TSMP object from JSON file. — read" />
 <meta property="og:description" content="Read TSMP object from JSON file." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -154,18 +157,15 @@ <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arg
 
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'>
-<span class='kw'>if</span> (<span class='fl'>FALSE</span>) {
+    <pre class="examples">
+<span class='co'># \donttest{</span>
 <span class='no'>result</span> <span class='kw'>&lt;-</span> <span class='fu'>read</span>(<span class='st'>"input.json"</span>)
-}</div></pre>
+<span class='co'># }</span></pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -176,7 +176,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/remove_class.html b/docs/reference/remove_class.html
index 2d1f4b6..a5ce91a 100644
--- a/docs/reference/remove_class.html
+++ b/docs/reference/remove_class.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Remove a <code>TSMP</code> class from an object — remove_class" />
 <meta property="og:description" content="Remove a TSMP class from an object" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -157,21 +160,17 @@ <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
     <p>the object without the class</p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>50</span>
+    <pre class="examples"><span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>50</span>
 <span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_gait_data</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>exclusion_zone</span> <span class='kw'>=</span> <span class='fl'>1</span> / <span class='fl'>4</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='find_chains.html'>find_chains</a></span>(<span class='no'>mp</span>)
 <span class='co'># Remove the "Chain" class information</span>
-<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>remove_class</span>(<span class='no'>mp</span>, <span class='st'>"Chain"</span>)</div></pre>
+<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>remove_class</span>(<span class='no'>mp</span>, <span class='st'>"Chain"</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -182,7 +181,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/salient_mds.html b/docs/reference/salient_mds.html
index 480e9d0..12f87c4 100644
--- a/docs/reference/salient_mds.html
+++ b/docs/reference/salient_mds.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Convert salient sequences into MDS space — salient_mds" />
 <meta property="og:description" content="Convert salient sequences into MDS space" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -178,22 +181,17 @@ <h2 class="hasAnchor" id="references"><a class="anchor" href="#references"></a>R
 <p>Website: <a href='https://sites.google.com/site/salientsubs/'>https://sites.google.com/site/salientsubs/</a></p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='co'># toy example</span>
+    <pre class="examples"><span class='co'># toy example</span>
 <span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>]
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 <span class='no'>mps</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='salient_subsequences.html'>salient_subsequences</a></span>(<span class='no'>mp</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 <span class='no'>mds_data</span> <span class='kw'>&lt;-</span> <span class='fu'>salient_mds</span>(<span class='no'>mps</span>)
-<span class='fu'><a href='plot.html'>plot</a></span>(<span class='no'>mds_data</span>, <span class='kw'>main</span> <span class='kw'>=</span> <span class='st'>"Multi dimensional scale"</span>)</div><div class='img'><img src='salient_mds-1.png' alt='' width='700' height='433' /></div></pre>
+<span class='fu'><a href='plot.html'>plot</a></span>(<span class='no'>mds_data</span>, <span class='kw'>main</span> <span class='kw'>=</span> <span class='st'>"Multi dimensional scale"</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -204,7 +202,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/salient_score.html b/docs/reference/salient_score.html
index ce41a91..0cf502b 100644
--- a/docs/reference/salient_score.html
+++ b/docs/reference/salient_score.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -47,7 +51,6 @@
 checking against a known set of indexes. This increase the probability of better results on
 relevant subsequence extraction." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -65,7 +68,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -79,7 +82,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -112,7 +115,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -181,22 +184,17 @@ <h2 class="hasAnchor" id="references"><a class="anchor" href="#references"></a>R
 <p>Website: <a href='https://sites.google.com/site/salientsubs/'>https://sites.google.com/site/salientsubs/</a></p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='co'># toy example</span>
+    <pre class="examples"><span class='co'># toy example</span>
 <span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>]
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 <span class='no'>mps</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='salient_subsequences.html'>salient_subsequences</a></span>(<span class='no'>mp</span>, <span class='kw'>n_bits</span> <span class='kw'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='fl'>4</span>, <span class='fl'>6</span>, <span class='fl'>8</span>), <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 <span class='no'>label_idx</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/seq.html'>seq</a></span>(<span class='fl'>2</span>, <span class='fl'>500</span>, <span class='kw'>by</span> <span class='kw'>=</span> <span class='fl'>110</span>) <span class='co'># fake data</span>
-<span class='fu'>salient_score</span>(<span class='no'>mps</span>, <span class='no'>label_idx</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)</div></pre>
+<span class='fu'>salient_score</span>(<span class='no'>mps</span>, <span class='no'>label_idx</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -207,7 +205,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/salient_subsequences.html b/docs/reference/salient_subsequences.html
index 8a8192a..a09c237 100644
--- a/docs/reference/salient_subsequences.html
+++ b/docs/reference/salient_subsequences.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -46,7 +50,6 @@
 <meta property="og:description" content="In order to allow a meaningful visualization in Multi-Dimensional Space (MDS), this function
 retrieves the most relevant subsequences using Minimal Description Length (MDL) framework." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -64,7 +67,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -78,7 +81,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -111,7 +114,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -205,28 +208,22 @@ <h2 class="hasAnchor" id="references"><a class="anchor" href="#references"></a>R
 <p>Website: <a href='https://sites.google.com/site/salientsubs/'>https://sites.google.com/site/salientsubs/</a></p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='co'># toy example</span>
+    <pre class="examples"><span class='co'># toy example</span>
 <span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>]
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 <span class='no'>mps</span> <span class='kw'>&lt;-</span> <span class='fu'>salient_subsequences</span>(<span class='no'>mp</span>, <span class='no'>data</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-<span class='kw'>if</span> (<span class='fl'>FALSE</span>) {
+<span class='co'># \donttest{</span>
 <span class='co'># full example</span>
 <span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_meat_data</span>$<span class='no'>sub</span>$<span class='no'>data</span>
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='no'>mp_meat_data</span>$<span class='no'>sub</span>$<span class='no'>sub_len</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>2</span>, <span class='kw'>n_workers</span> <span class='kw'>=</span> <span class='fl'>6</span>)
 <span class='no'>mps</span> <span class='kw'>&lt;-</span> <span class='fu'>salient_subsequences</span>(<span class='no'>mp</span>, <span class='no'>data</span>, <span class='kw'>n_bits</span> <span class='kw'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='fl'>4</span>, <span class='fl'>6</span>, <span class='fl'>8</span>), <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>2</span>)
-}</div></pre>
+<span class='co'># }</span></pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -237,7 +234,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/scrimp.html b/docs/reference/scrimp.html
index 78cde7c..5f73cfc 100644
--- a/docs/reference/scrimp.html
+++ b/docs/reference/scrimp.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -47,7 +51,6 @@
 DISCLAIMER: This algorithm still in development by its authors.
 Join similarity, RMP and LMP not implemented yet." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -65,7 +68,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -79,7 +82,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -112,7 +115,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -216,27 +219,20 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='valmod.html'>valmod</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>scrimp</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, <span class='fl'>1</span>], <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-<span class='kw'>if</span> (<span class='fl'>FALSE</span>) {
+    <pre class="examples"><span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>scrimp</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, <span class='fl'>1</span>], <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
+<span class='co'># \donttest{</span>
 <span class='no'>ref_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>]
 <span class='no'>query_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>2</span>]
 <span class='co'># self similarity</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>scrimp</span>(<span class='no'>ref_data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>s_size</span> <span class='kw'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/Round.html'>round</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/nrow.html'>nrow</a></span>(<span class='no'>ref_data</span>) * <span class='fl'>0.1</span>))
 <span class='co'># join similarity</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>scrimp</span>(<span class='no'>ref_data</span>, <span class='no'>query_data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>s_size</span> <span class='kw'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/Round.html'>round</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/nrow.html'>nrow</a></span>(<span class='no'>query_data</span>) * <span class='fl'>0.1</span>))
-}</div></pre>
+<span class='co'># }</span></pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -247,7 +243,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/sdts_predict.html b/docs/reference/sdts_predict.html
index 34d2eaa..b8cf67b 100644
--- a/docs/reference/sdts_predict.html
+++ b/docs/reference/sdts_predict.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -49,7 +53,6 @@
 that the recorded data is relevant, and releases the switch when he thinks the data is noise. This
 algorithm will learn the switching points (even better) and try to predict using new data." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -67,7 +70,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -81,7 +84,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -114,7 +117,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -183,7 +186,7 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='sdts_train.html'>sdts_train</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='co'># This is a fast toy example and results are useless. For a complete result, run the code inside</span>
+    <pre class="examples"><span class='co'># This is a fast toy example and results are useless. For a complete result, run the code inside</span>
 <span class='co'>#' Not run' section below.</span>
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='fl'>110</span>, <span class='fl'>220</span>)
 <span class='no'>subs</span> <span class='kw'>&lt;-</span> <span class='fl'>11000</span>:<span class='fl'>20000</span>
@@ -194,23 +197,17 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
 <span class='no'>model</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='sdts_train.html'>sdts_train</a></span>(<span class='no'>tr_data</span>, <span class='no'>tr_label</span>, <span class='no'>w</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 <span class='no'>predict</span> <span class='kw'>&lt;-</span> <span class='fu'>sdts_predict</span>(<span class='no'>model</span>, <span class='no'>te_data</span>, <span class='fu'><a href='https://rdrr.io/r/base/Round.html'>round</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/mean.html'>mean</a></span>(<span class='no'>w</span>)))
 <span class='fu'><a href='sdts_score.html'>sdts_score</a></span>(<span class='no'>predict</span>, <span class='no'>te_label</span>, <span class='fl'>1</span>)
-<span class='kw'>if</span> (<span class='fl'>FALSE</span>) {
+<span class='co'># \donttest{</span>
 <span class='no'>windows</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='fl'>110</span>, <span class='fl'>220</span>, <span class='fl'>330</span>)
 <span class='no'>model</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='sdts_train.html'>sdts_train</a></span>(<span class='no'>mp_test_data</span>$<span class='no'>train</span>$<span class='no'>data</span>, <span class='no'>mp_test_data</span>$<span class='no'>train</span>$<span class='no'>label</span>, <span class='no'>windows</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 <span class='no'>predict</span> <span class='kw'>&lt;-</span> <span class='fu'>sdts_predict</span>(<span class='no'>model</span>, <span class='no'>mp_test_data</span>$<span class='no'>test</span>$<span class='no'>data</span>, <span class='fu'><a href='https://rdrr.io/r/base/Round.html'>round</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/mean.html'>mean</a></span>(<span class='no'>windows</span>)))
 <span class='fu'><a href='sdts_score.html'>sdts_score</a></span>(<span class='no'>predict</span>, <span class='no'>mp_test_data</span>$<span class='no'>test</span>$<span class='no'>label</span>, <span class='fl'>1</span>)
-}</div></pre>
+<span class='co'># }</span></pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -221,7 +218,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/sdts_score.html b/docs/reference/sdts_score.html
index f8138bc..267472a 100644
--- a/docs/reference/sdts_score.html
+++ b/docs/reference/sdts_score.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Computes the F-Score of a SDTS prediction — sdts_score" />
 <meta property="og:description" content="Computes the F-Score of a SDTS prediction." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -178,7 +181,7 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='sdts_train.html'>sdts_train</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='co'># This is a fast toy example and results are useless. For a complete result, run the code inside</span>
+    <pre class="examples"><span class='co'># This is a fast toy example and results are useless. For a complete result, run the code inside</span>
 <span class='co'>#' Not run' section below.</span>
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='fl'>110</span>, <span class='fl'>220</span>)
 <span class='no'>subs</span> <span class='kw'>&lt;-</span> <span class='fl'>11000</span>:<span class='fl'>20000</span>
@@ -189,24 +192,17 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
 <span class='no'>model</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='sdts_train.html'>sdts_train</a></span>(<span class='no'>tr_data</span>, <span class='no'>tr_label</span>, <span class='no'>w</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 <span class='no'>predict</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='sdts_predict.html'>sdts_predict</a></span>(<span class='no'>model</span>, <span class='no'>te_data</span>, <span class='fu'><a href='https://rdrr.io/r/base/Round.html'>round</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/mean.html'>mean</a></span>(<span class='no'>w</span>)))
 <span class='fu'>sdts_score</span>(<span class='no'>predict</span>, <span class='no'>te_label</span>, <span class='fl'>1</span>)
-<span class='kw'>if</span> (<span class='fl'>FALSE</span>) {
+<span class='co'># \donttest{</span>
 <span class='no'>windows</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='fl'>110</span>, <span class='fl'>220</span>, <span class='fl'>330</span>)
 <span class='no'>model</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='sdts_train.html'>sdts_train</a></span>(<span class='no'>mp_test_data</span>$<span class='no'>train</span>$<span class='no'>data</span>, <span class='no'>mp_test_data</span>$<span class='no'>train</span>$<span class='no'>label</span>, <span class='no'>windows</span>)
 <span class='no'>predict</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='sdts_predict.html'>sdts_predict</a></span>(<span class='no'>model</span>, <span class='no'>mp_test_data</span>$<span class='no'>test</span>$<span class='no'>data</span>, <span class='fu'><a href='https://rdrr.io/r/base/Round.html'>round</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/mean.html'>mean</a></span>(<span class='no'>windows</span>)))
 <span class='fu'>sdts_score</span>(<span class='no'>predict</span>, <span class='no'>mp_test_data</span>$<span class='no'>test</span>$<span class='no'>label</span>, <span class='fl'>1</span>)
-}</div></pre>
+<span class='co'># }</span></pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -217,7 +213,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/sdts_train.html b/docs/reference/sdts_train.html
index 5ad613d..e1740bc 100644
--- a/docs/reference/sdts_train.html
+++ b/docs/reference/sdts_train.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -49,7 +53,6 @@
 that the recorded data is relevant, and releases the switch when he thinks the data is noise. This
 algorithm will learn the switching points (even better) and try to predict using new data." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -67,7 +70,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -81,7 +84,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -114,7 +117,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -213,7 +216,7 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='sdts_score.html'>sdts_score</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='co'># This is a fast toy example and results are useless. For a complete result, run the code inside</span>
+    <pre class="examples"><span class='co'># This is a fast toy example and results are useless. For a complete result, run the code inside</span>
 <span class='co'>#' Not run' section below.</span>
 <span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='fl'>110</span>, <span class='fl'>220</span>)
 <span class='no'>subs</span> <span class='kw'>&lt;-</span> <span class='fl'>11000</span>:<span class='fl'>20000</span>
@@ -224,24 +227,17 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
 <span class='no'>model</span> <span class='kw'>&lt;-</span> <span class='fu'>sdts_train</span>(<span class='no'>tr_data</span>, <span class='no'>tr_label</span>, <span class='no'>w</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 <span class='no'>predict</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='sdts_predict.html'>sdts_predict</a></span>(<span class='no'>model</span>, <span class='no'>te_data</span>, <span class='fu'><a href='https://rdrr.io/r/base/Round.html'>round</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/mean.html'>mean</a></span>(<span class='no'>w</span>)))
 <span class='fu'><a href='sdts_score.html'>sdts_score</a></span>(<span class='no'>predict</span>, <span class='no'>te_label</span>, <span class='fl'>1</span>)
-<span class='kw'>if</span> (<span class='fl'>FALSE</span>) {
+<span class='co'># \donttest{</span>
 <span class='no'>windows</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='fl'>110</span>, <span class='fl'>220</span>, <span class='fl'>330</span>)
 <span class='no'>model</span> <span class='kw'>&lt;-</span> <span class='fu'>sdts_train</span>(<span class='no'>mp_test_data</span>$<span class='no'>train</span>$<span class='no'>data</span>, <span class='no'>mp_test_data</span>$<span class='no'>train</span>$<span class='no'>label</span>, <span class='no'>windows</span>)
 <span class='no'>predict</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='sdts_predict.html'>sdts_predict</a></span>(<span class='no'>model</span>, <span class='no'>mp_test_data</span>$<span class='no'>test</span>$<span class='no'>data</span>, <span class='fu'><a href='https://rdrr.io/r/base/Round.html'>round</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/mean.html'>mean</a></span>(<span class='no'>windows</span>)))
 <span class='fu'><a href='sdts_score.html'>sdts_score</a></span>(<span class='no'>predict</span>, <span class='no'>mp_test_data</span>$<span class='no'>test</span>$<span class='no'>label</span>, <span class='fl'>1</span>)
-}</div></pre>
+<span class='co'># }</span></pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -252,7 +248,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/set_data.html b/docs/reference/set_data.html
index 2b6618a..6a9ab8b 100644
--- a/docs/reference/set_data.html
+++ b/docs/reference/set_data.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Set/changes the data included in TSMP object. — set_data" />
 <meta property="og:description" content="This may be useful if you want to include the data lately or remove the included data (set as NULL)." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -157,17 +160,13 @@ <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
     <p>Returns silently the original TSMP object with changed data.</p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, <span class='fl'>1</span>], <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>set_data</span>(<span class='no'>mp</span>, <span class='kw'>NULL</span>)</div></pre>
+    <pre class="examples"><span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, <span class='fl'>1</span>], <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
+<span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>set_data</span>(<span class='no'>mp</span>, <span class='kw'>NULL</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -178,7 +177,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/simple_fast.html b/docs/reference/simple_fast.html
index a9825b0..5ee994a 100644
--- a/docs/reference/simple_fast.html
+++ b/docs/reference/simple_fast.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Compute the join similarity for Sound data — simple_fast" />
 <meta property="og:description" content="Compute the join similarity for Sound data" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -192,20 +195,14 @@ <h2 class="hasAnchor" id="references"><a class="anchor" href="#references"></a>R
 <p>Website: <a href='https://sites.google.com/site/ismir2016simple/home'>https://sites.google.com/site/ismir2016simple/home</a></p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>30</span>
+    <pre class="examples"><span class='no'>w</span> <span class='kw'>&lt;-</span> <span class='fl'>30</span>
 <span class='no'>data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span> <span class='co'># 3 dimensions matrix</span>
-<span class='no'>result</span> <span class='kw'>&lt;-</span> <span class='fu'>simple_fast</span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)</div></pre>
+<span class='no'>result</span> <span class='kw'>&lt;-</span> <span class='fu'>simple_fast</span>(<span class='no'>data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='no'>w</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -216,7 +213,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/stamp.html b/docs/reference/stamp.html
index 05584c6..7d62e92 100644
--- a/docs/reference/stamp.html
+++ b/docs/reference/stamp.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Anytime univariate STAMP algorithm Parallel version — stamp_par" />
 <meta property="og:description" content="Computes the best so far Matrix Profile and Profile Index for Univariate Time Series." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -241,8 +244,8 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='valmod.html'>valmod</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>stamp</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, <span class='fl'>1</span>], <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-<span class='kw'>if</span> (<span class='fl'>FALSE</span>) {
+    <pre class="examples"><span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>stamp</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, <span class='fl'>1</span>], <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
+<span class='co'># \donttest{</span>
 
 <span class='co'>#' # using threads</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>stamp_par</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, <span class='fl'>1</span>], <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
@@ -253,20 +256,12 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>stamp</span>(<span class='no'>ref_data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>s_size</span> <span class='kw'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/Round.html'>round</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/nrow.html'>nrow</a></span>(<span class='no'>ref_data</span>) * <span class='fl'>0.1</span>))
 <span class='co'># join similarity</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>stamp</span>(<span class='no'>ref_data</span>, <span class='no'>query_data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>s_size</span> <span class='kw'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/Round.html'>round</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/nrow.html'>nrow</a></span>(<span class='no'>query_data</span>) * <span class='fl'>0.1</span>))
-}</div></pre>
+<span class='co'># }</span></pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#functions">Functions</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -277,7 +272,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/stomp.html b/docs/reference/stomp.html
index 549c9b0..6fc9339 100644
--- a/docs/reference/stomp.html
+++ b/docs/reference/stomp.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
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+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
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-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
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+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
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-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
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-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Univariate STOMP algorithm — stomp_par" />
 <meta property="og:description" content="Computes the Matrix Profile and Profile Index for Univariate Time Series." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -220,8 +223,8 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='valmod.html'>valmod</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>stomp</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, <span class='fl'>1</span>], <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-<span class='kw'>if</span> (<span class='fl'>FALSE</span>) {
+    <pre class="examples"><span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>stomp</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, <span class='fl'>1</span>], <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
+<span class='co'># \donttest{</span>
 <span class='co'>#' # using threads</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>stomp_par</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>400</span>, <span class='fl'>1</span>], <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 
@@ -231,20 +234,12 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>stomp</span>(<span class='no'>ref_data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>)
 <span class='co'># join similarity</span>
 <span class='no'>mp2</span> <span class='kw'>&lt;-</span> <span class='fu'>stomp</span>(<span class='no'>ref_data</span>, <span class='no'>query_data</span>, <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>)
-}</div></pre>
+<span class='co'># }</span></pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#functions">Functions</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -255,7 +250,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/stompi_update.html b/docs/reference/stompi_update.html
index 15b58ce..1fb07c8 100644
--- a/docs/reference/stompi_update.html
+++ b/docs/reference/stompi_update.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
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-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
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-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Real-time STOMP algorithm — stompi_update" />
 <meta property="og:description" content="Real-time STOMP algorithm" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -164,19 +167,15 @@ <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
     <p>Returns the input <code>.mp</code> updated with the new information.</p>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, <span class='fl'>1</span>], <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
+    <pre class="examples"><span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, <span class='fl'>1</span>], <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 <span class='no'>mpi</span> <span class='kw'>&lt;-</span> <span class='fu'>stompi_update</span>(<span class='no'>mp</span>, <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>201</span>:<span class='fl'>300</span>, <span class='fl'>1</span>])
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='tsmp.html'>tsmp</a></span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>300</span>, <span class='fl'>1</span>], <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-<span class='fu'><a href='https://rdrr.io/r/base/all.equal.html'>all.equal</a></span>(<span class='no'>mp</span>, <span class='no'>mpi</span>, <span class='kw'>check.attributes</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>)</div><div class='output co'>#&gt; [1] TRUE</div></pre>
+<span class='fu'><a href='https://rdrr.io/r/base/all.equal.html'>all.equal</a></span>(<span class='no'>mp</span>, <span class='no'>mpi</span>, <span class='kw'>check.attributes</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -187,7 +186,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/tsmp-deprecated.html b/docs/reference/tsmp-deprecated.html
index eee00b9..aa8e8a6 100644
--- a/docs/reference/tsmp-deprecated.html
+++ b/docs/reference/tsmp-deprecated.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
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-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
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-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -48,7 +52,6 @@
 functionality are also mentioned. Help pages for deprecated functions are
 available at help(&quot;-deprecated&quot;)." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -66,7 +69,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -80,7 +83,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -113,7 +116,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -140,7 +143,7 @@ <h1>Deprecated functions in package <span class="pkg">tsmp</span>.</h1>
     <p>The functions listed below are deprecated and will be defunct in
 the near future. When possible, alternative functions with similar
 functionality are also mentioned. Help pages for deprecated functions are
-available at <code><a href='https://rdrr.io/r/utils/help.html'>help("-deprecated")</a></code>.</p>
+available at <code>help("-deprecated")</code>.</p>
     </div>
 
     <pre class="usage"><span class='fu'>mass</span>(
@@ -162,12 +165,10 @@ <h2 class="hasAnchor" id="mass"><a class="anchor" href="#mass"></a><code>mass</c
 <p>For <code>mass</code>, use <code><a href='dist_profile.html'>dist_profile</a></code>. Original documentation at <code><a href='mass-deprecated.html'>mass-deprecated</a></code>.</p>
 
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#mass"><code>mass</code></a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -178,7 +179,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/tsmp.html b/docs/reference/tsmp.html
index 05bc2fe..e451a45 100644
--- a/docs/reference/tsmp.html
+++ b/docs/reference/tsmp.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -46,7 +50,6 @@
 <meta property="og:description" content="This is a wrap function that makes easy to use all available algorithms to compute the Matrix
 Profile and Profile Index for multiple purposes." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -64,7 +67,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -78,7 +81,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -111,7 +114,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -244,7 +247,7 @@ <h2 class="hasAnchor" id="details"><a class="anchor" href="#details"></a>Details
 <p>The <code><a href='valmod.html'>valmod()</a></code> uses a new pruning algorithm allowing a similarity search with a range of sliding
 window sizes.</p>
 <p>The <code><a href='pmp.html'>pmp()</a></code> is a new concept that creates several profiles from a range of windows.</p>
-<p>Some parameters are global across the algorithms:</p><dl class='dl-horizontal'>
+<p>Some parameters are global across the algorithms:</p><dl'>
 <dt>...</dt><dd><p>One or two time series (except for <code><a href='mstomp.html'>mstomp()</a></code>). The second time series can be smaller than the first.</p></dd>
 <dt>window_size</dt><dd><p>The sliding window.</p></dd>
 <dt>exclusion_zone</dt><dd><p>Is used to avoid trivial matches; if a query data is provided
@@ -308,7 +311,7 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='valmod.html'>valmod</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='co'># default with [stomp()]</span>
+    <pre class="examples"><span class='co'># default with [stomp()]</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>tsmp</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, <span class='fl'>1</span>], <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
 
 <span class='co'># Anytime STAMP</span>
@@ -319,22 +322,15 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
 
 <span class='co'># [simple_fast()]</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>tsmp</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, ], <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>mode</span> <span class='kw'>=</span> <span class='st'>"simple"</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-<span class='kw'>if</span> (<span class='fl'>FALSE</span>) {
+<span class='co'># \donttest{</span>
 <span class='co'># parallel with [stomp_par()]</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>tsmp</span>(<span class='no'>mp_test_data</span>$<span class='no'>train</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>1000</span>, <span class='fl'>1</span>], <span class='kw'>window_size</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>n_workers</span> <span class='kw'>=</span> <span class='fl'>2</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-}</div></pre>
+<span class='co'># }</span></pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -345,7 +341,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/valmod.html b/docs/reference/valmod.html
index 09ba5f3..6211134 100644
--- a/docs/reference/valmod.html
+++ b/docs/reference/valmod.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Variable Length Motif Discovery — valmod" />
 <meta property="og:description" content="Computes the Matrix Profile and Profile Index for a range of query window sizes" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -218,27 +221,20 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='tsmp.html'>tsmp</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>valmod</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, <span class='fl'>1</span>], <span class='kw'>window_min</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>window_max</span> <span class='kw'>=</span> <span class='fl'>40</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
-<span class='kw'>if</span> (<span class='fl'>FALSE</span>) {
+    <pre class="examples"><span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>valmod</span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[<span class='fl'>1</span>:<span class='fl'>200</span>, <span class='fl'>1</span>], <span class='kw'>window_min</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>window_max</span> <span class='kw'>=</span> <span class='fl'>40</span>, <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>0</span>)
+<span class='co'># \donttest{</span>
 <span class='no'>ref_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>]
 <span class='no'>query_data</span> <span class='kw'>&lt;-</span> <span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>2</span>]
 <span class='co'># self similarity</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>valmod</span>(<span class='no'>ref_data</span>, <span class='kw'>window_min</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>window_max</span> <span class='kw'>=</span> <span class='fl'>40</span>)
 <span class='co'># join similarity</span>
 <span class='no'>mp</span> <span class='kw'>&lt;-</span> <span class='fu'>valmod</span>(<span class='no'>ref_data</span>, <span class='no'>query_data</span>, <span class='kw'>window_min</span> <span class='kw'>=</span> <span class='fl'>30</span>, <span class='kw'>window_max</span> <span class='kw'>=</span> <span class='fl'>40</span>)
-}</div></pre>
+<span class='co'># }</span></pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#value">Value</a></li>
-      <li><a href="#details">Details</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -249,7 +245,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/visualize.html b/docs/reference/visualize.html
index a221dd1..d214de9 100644
--- a/docs/reference/visualize.html
+++ b/docs/reference/visualize.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Plots an object generated from one of the algorithms. In some cases multiple plots will be generated — visualize" />
 <meta property="og:description" content="Plots an object generated from one of the algorithms. In some cases multiple plots will be generated" />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -160,18 +163,13 @@ <h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See a
 <code><a href='motifs.html'>motifs</a>()</code></p></div>
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'><span class='no'>result</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='compute.html'>compute</a></span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>], <span class='fl'>80</span>)
-<span class='fu'>visualize</span>(<span class='no'>result</span>)</div><div class='img'><img src='visualize-1.png' alt='' width='700' height='433' /></div></pre>
+    <pre class="examples"><span class='no'>result</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='compute.html'>compute</a></span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>], <span class='fl'>80</span>)
+<span class='fu'>visualize</span>(<span class='no'>result</span>)</pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#references">References</a></li>
-      <li><a href="#see-also">See also</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -182,7 +180,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/docs/reference/write.html b/docs/reference/write.html
index 18a4f63..9ac8b66 100644
--- a/docs/reference/write.html
+++ b/docs/reference/write.html
@@ -17,23 +17,27 @@
 <link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
 
 <!-- jquery -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
 <!-- Bootstrap -->
 
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha256-916EbMg70RQy9LHiGkXzG8hSg9EdNy97GazNG/aiY1w=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/css/bootstrap.min.css" integrity="sha256-bZLfwXAP04zRMK2BjiO8iu9pf4FbLqX6zitd+tIvLhE=" crossorigin="anonymous" />
 
-<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
+
+<!-- bootstrap-toc -->
+<link rel="stylesheet" href="../bootstrap-toc.css">
+<script src="../bootstrap-toc.js"></script>
 
 <!-- Font Awesome icons -->
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/all.min.css" integrity="sha256-nAmazAk6vS34Xqo0BSrTb+abbtFlgsFK7NKSi6o7Y78=" crossorigin="anonymous" />
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.7.1/css/v4-shims.min.css" integrity="sha256-6qHlizsOWFskGlwVOKuns+D1nB6ssZrHQrNj1wGplHc=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
 
 <!-- clipboard.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
 
 <!-- headroom.js -->
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/headroom.min.js" integrity="sha256-DJFC1kqIhelURkuza0AvYal5RxMtpzLjFhsnVIeuk+U=" crossorigin="anonymous"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.9.4/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
 
 <!-- pkgdown -->
 <link href="../pkgdown.css" rel="stylesheet">
@@ -45,7 +49,6 @@
 <meta property="og:title" content="Write a TSMP object to JSON file. — write" />
 <meta property="og:description" content="Write a TSMP object to JSON file." />
 <meta property="og:image" content="/logo.png" />
-<meta name="twitter:card" content="summary" />
 
 
 
@@ -63,7 +66,7 @@
 
   </head>
 
-  <body>
+  <body data-spy="scroll" data-target="#toc">
     <div class="container template-reference-topic">
       <header>
       <div class="navbar navbar-default navbar-fixed-top" role="navigation">
@@ -77,7 +80,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">tsmp</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.12</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.4.14</span>
       </span>
     </div>
 
@@ -110,7 +113,7 @@
       </ul>
       <ul class="nav navbar-nav navbar-right">
         <li>
-  <a href="https://github.com/matrix-profile-foundation/tsmp">
+  <a href="https://github.com/matrix-profile-foundation/tsmp/">
     <span class="fab fa fab fa-github fa-lg"></span>
      
   </a>
@@ -164,19 +167,16 @@ <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arg
 
 
     <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
-    <pre class="examples"><div class='input'>
+    <pre class="examples">
 <span class='no'>result</span> <span class='kw'>&lt;-</span> <span class='fu'><a href='compute.html'>compute</a></span>(<span class='no'>mp_toy_data</span>$<span class='no'>data</span>[, <span class='fl'>1</span>], <span class='fl'>80</span>)
-<span class='kw'>if</span> (<span class='fl'>FALSE</span>) {
-<span class='fu'>write</span>(<span class='no'>result</span>, <span class='kw'>file</span> <span class='kw'>=</span> <span class='st'>"output.json"</span>)
-}</div></pre>
+<span class='co'># \donttest{</span>
+<span class='fu'>write</span>(<span class='no'>result</span>, <span class='kw'>file</span> <span class='kw'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/file.path.html'>file.path</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/tempfile.html'>tempdir</a></span>(), <span class='st'>"output.json"</span>))
+<span class='co'># }</span></pre>
   </div>
-  <div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
-    <h2>Contents</h2>
-    <ul class="nav nav-pills nav-stacked">
-      <li><a href="#arguments">Arguments</a></li>
-      <li><a href="#examples">Examples</a></li>
-    </ul>
-
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top">
+      <h2 data-toc-skip>Contents</h2>
+    </nav>
   </div>
 </div>
 
@@ -187,7 +187,7 @@ <h2>Contents</h2>
 </div>
 
 <div class="pkgdown">
-  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.4.1.</p>
+  <p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.0.</p>
 </div>
 
       </footer>
diff --git a/inst/API-v0.4.13 b/inst/API-v0.4.13
new file mode 100644
index 0000000..990cd4c
--- /dev/null
+++ b/inst/API-v0.4.13
@@ -0,0 +1,133 @@
+# API for tsmp package
+
+## Exported functions
+
+analyze(ts, windows = NULL, query = NULL, sample_pct = 1, threshold = 0.98, n_jobs = 1L)
+as.arccount(.mp)
+as.chain(.mp)
+as.discord(.mp)
+as.fluss(.mp)
+as.matrixprofile(.mp)
+as.motif(.mp)
+as.multimatrixprofile(.mp)
+as.multimotif(.mp)
+as.pmp(.mp)
+as.salient(.mp)
+as.valmod(.mp)
+av_apply(.mp)
+av_complexity(.mp, data, dilution_factor = 0, apply = FALSE)
+av_hardlimit_artifact(.mp, data, apply = FALSE)
+av_motion_artifact(.mp, data, apply = FALSE)
+av_stop_word(.mp, data, stop_word_loc, exclusion_zone = NULL, threshold = 0.1, apply = FALSE)
+av_zerocrossing(.mp, data, apply = FALSE)
+compute(ts, windows = NULL, query = NULL, sample_pct = 1, threshold = 0.98, n_jobs = 1L)
+discords(profile, exclusion_zone = profile$ez, k = 3L, neighbor_count = 10L, radius = 3)
+dist_profile(data, query, ..., window_size = NULL, method = "v3", index = 1, k = NULL, weight = NULL, paa = 1)
+fast_avg_sd(data, window_size, rcpp = FALSE)
+fast_movavg(data, window_size)
+fast_movsd(data, window_size, rcpp = FALSE)
+find_chains(.mp)
+find_discord(.mp, ...)
+find_motif(.mp, ...)
+find_snippet(data, s_size, n_snippets = 2L, window_size = s_size/2L)
+floss(.mp, new_data, data_window, threshold = 1, exclusion_zone = NULL, chunk_size = NULL, keep_cac = TRUE)
+floss_cac(.mp, data_window, exclusion_zone = NULL)
+floss_extract(.mpac, threshold = 1, exclusion_zone = NULL)
+fluss(.mp, num_segments = 1, exclusion_zone = NULL)
+fluss_cac(.mp, exclusion_zone = NULL)
+fluss_extract(.mpac, num_segments = 1, exclusion_zone = NULL)
+fluss_score(gtruth, extracted, data_size)
+get_data(.mp)
+mass(data_fft, query_window, data_size, window_size, data_mean, data_sd, query_mean, query_sd)
+mass_pre(data, query = NULL, window_size)
+mass_v3(query_window, data, window_size, data_size, data_mean, data_sd, query_mean, query_sd, k = NULL, ...)
+min_mp_idx(.mp, n_dim = NULL, valid = TRUE)
+motifs(profile, exclusion_zone = profile$ez, k = 3L, neighbor_count = 10L, radius = 3)
+mpdist(ref_data, query_data, window_size, type = c("simple", "vector"), thr = 0.05)
+mpx(data, window_size, query = NULL, idx = TRUE, dist = c("euclidean", "pearson"), n_workers = 1)
+mstomp(data, window_size, exclusion_zone = getOption("tsmp.exclusion_zone", 1/2), verbose = getOption("tsmp.verbose", 2), must_dim = NULL, exc_dim = NULL)
+mstomp_par(data, window_size, exclusion_zone = getOption("tsmp.exclusion_zone", 1/2), verbose = getOption("tsmp.verbose", 2), must_dim = NULL, exc_dim = NULL, n_workers = 2)
+plot_arcs(pairs, alpha = NULL, quality = 30, lwd = 15, col = c("blue", "orange"), main = "Arc Plot", ylab, xlab = "Profile Index", xmin = NULL, xmax = NULL, ...)
+pmp(data, window_sizes = seq.int(from = 10, to = length(data)/2, length.out = 20), plot = FALSE, pmp_obj = NULL, n_workers = 1, verbose = getOption("tsmp.verbose", 2))
+pmp_upper_bound(data, threshold = getOption("tsmp.pmp_ub", 0.95), refine_stepsize = getOption("tsmp.pmp_refine", 0.25), return_pmp = TRUE, n_workers = 1, verbose = getOption("tsmp.verbose", 2))
+read(x, ...)
+remove_class(x, class)
+salient_mds(.mp, data, bit_idx = 1)
+salient_score(.mp, gtruth, verbose = getOption("tsmp.verbose", 2))
+salient_subsequences(.mp, data, n_bits = 8, n_cand = 10, exclusion_zone = NULL, verbose = getOption("tsmp.verbose", 2))
+scrimp(..., window_size, exclusion_zone = getOption("tsmp.exclusion_zone", 1/2), verbose = getOption("tsmp.verbose", 2), s_size = Inf, pre_scrimp = 1/4, pre_only = FALSE)
+sdts_predict(model, data, window_size)
+sdts_score(pred, gtruth, beta = 1)
+sdts_train(data, label, window_size, beta = 1, pat_max = Inf, parallel = FALSE, verbose = getOption("tsmp.verbose", 2))
+set_data(.mp, data)
+simple_fast(..., window_size, exclusion_zone = getOption("tsmp.exclusion_zone", 1/2), verbose = getOption("tsmp.verbose", 2))
+stamp(..., window_size, exclusion_zone = getOption("tsmp.exclusion_zone", 1/2), verbose = getOption("tsmp.verbose", 2), s_size = Inf, weight = NULL)
+stamp_par(..., window_size, exclusion_zone = getOption("tsmp.exclusion_zone", 1/2), verbose = getOption("tsmp.verbose", 2), s_size = Inf, n_workers = 2, weight = NULL)
+stomp(..., window_size, exclusion_zone = getOption("tsmp.exclusion_zone", 1/2), verbose = getOption("tsmp.verbose", 2))
+stomp_par(..., window_size, exclusion_zone = getOption("tsmp.exclusion_zone", 1/2), verbose = getOption("tsmp.verbose", 2), n_workers = 2)
+stompi_update(.mp, new_data, history_size = FALSE)
+tsmp(..., window_size, exclusion_zone = getOption("tsmp.exclusion_zone", 1/2), mode = c("stomp", "stamp", "simple", "mstomp", "scrimp", "valmod", "pmp"), verbose = getOption("tsmp.verbose", 2), n_workers = 1, s_size = Inf, must_dim = NULL, exc_dim = NULL, heap_size = 50, paa = 1, .keep_data = TRUE)
+valmod(..., window_min, window_max, heap_size = 50, exclusion_zone = getOption("tsmp.exclusion_zone", 1/2), lb = TRUE, verbose = getOption("tsmp.verbose", 2))
+visualize(profile)
+write(x, ...)
+
+## Own S3 methods
+
+find_discord.MatrixProfile(.mp, data, n_discords = 1, n_neighbors = 3, radius = 3, exclusion_zone = NULL, ...)
+find_discord.PMP(.mp, data, n_discords = 1, n_neighbors = 3, radius = 3, exclusion_zone = NULL, ...)
+find_motif.MatrixProfile(.mp, data, n_motifs = 3, n_neighbors = 10, radius = 3, exclusion_zone = NULL, ...)
+find_motif.MultiMatrixProfile(.mp, data, n_motifs = 3, mode = c("guided", "unconstrained"), n_bit = 4, exclusion_zone = NULL, n_dim = NULL, ...)
+find_motif.PMP(.mp, data, n_motifs = 3, n_neighbors = 10, radius = 3, exclusion_zone = NULL, ...)
+read.default(x, ...)
+write.MatrixProfile(x, file, ...)
+write.PMP(x, file, ...)
+write.default(x, ...)
+
+## Foreign S3 methods
+
+[.AnnotationVector(x, ..., drop = FALSE)
+[.ArcCount(x, ..., drop = FALSE)
+[.Chain(x, ..., drop = FALSE)
+[.Discord(x, ..., drop = FALSE)
+[.Floss(x, ..., drop = FALSE)
+[.Fluss(x, ..., drop = FALSE)
+[.MatrixProfile(x, ..., drop = FALSE)
+[.Motif(x, ..., drop = FALSE)
+[.MultiMatrixProfile(x, ..., drop = FALSE)
+[.MultiMotif(x, ..., drop = FALSE)
+[.PMP(x, ..., drop = FALSE)
+[.Salient(x, ..., drop = FALSE)
+[.SimpleMatrixProfile(x, ..., drop = FALSE)
+plot.ArcCount(x, data, type = c("data", "matrix"), exclusion_zone = NULL, edge_limit = NULL, threshold = stats::quantile(x$cac, 0.1), main = "Arcs Discover", xlab = "index", ylab, ...)
+plot.Chain(x, data, type = c("data", "matrix"), main = "Chain Discover", xlab = "index", ylab, ...)
+plot.Discord(x, data, type = c("data", "matrix"), ncol = 3, main = "Discord Discover", xlab = "index", ylab, ...)
+plot.Floss(x, data, type = c("data", "matrix"), main = "Fast Low-cost Online Semantic Segmentation", xlab = "index", ylab, ...)
+plot.Fluss(x, data, type = c("data", "matrix"), main = "Fast Low-cost Unipotent Semantic Segmentation", xlab = "index", ylab, ...)
+plot.MatrixProfile(x, ylab = "distance", xlab = "index", main = "Unidimensional Matrix Profile", data = FALSE, ...)
+plot.Motif(x, data, type = c("data", "matrix"), ncol = 3, main = "MOTIF Discover", xlab = "index", ylab, ...)
+plot.MultiMatrixProfile(x, ylab = "distance", xlab = "index", main = "Multidimensional Matrix Profile", ...)
+plot.MultiMotif(x, data, type = c("data", "matrix"), ncol = 3, main = "Multidimensional MOTIF Discover", xlab = "index", ylab, ...)
+plot.PMP(x, ylab = "distance", xlab = "index", main = "Unidimensional Matrix Profile", data = FALSE, ...)
+plot.Salient(x, data, main = "Salient Subsections", xlab = "index", ylab, ...)
+plot.SimpleMatrixProfile(x, ylab = "distance", xlab = "index", main = "SiMPle Matrix Profile", data = FALSE, ...)
+plot.Snippet(x, data, ncol = 3, main = "Snippet Finder", xlab = "index", ylab, ...)
+plot.Valmod(x, ylab = "distance", xlab = "index", main = "Valmod Matrix Profile", data = FALSE, ...)
+print.ArcCount(x, ...)
+print.Chain(x, ...)
+print.Discord(x, ...)
+print.Floss(x, ...)
+print.Fluss(x, ...)
+print.MatrixProfile(x, ...)
+print.Motif(x, ...)
+print.MultiMatrixProfile(x, ...)
+print.MultiMotif(x, ...)
+print.PMP(x, ...)
+print.Salient(x, ...)
+print.SimpleMatrixProfile(x, ...)
+print.Snippet(x, ...)
+print.Valmod(x, ...)
+
+## Reexported objects
+
+::%>%
+::%T>%
diff --git a/inst/API-v0.4.14 b/inst/API-v0.4.14
new file mode 100644
index 0000000..990cd4c
--- /dev/null
+++ b/inst/API-v0.4.14
@@ -0,0 +1,133 @@
+# API for tsmp package
+
+## Exported functions
+
+analyze(ts, windows = NULL, query = NULL, sample_pct = 1, threshold = 0.98, n_jobs = 1L)
+as.arccount(.mp)
+as.chain(.mp)
+as.discord(.mp)
+as.fluss(.mp)
+as.matrixprofile(.mp)
+as.motif(.mp)
+as.multimatrixprofile(.mp)
+as.multimotif(.mp)
+as.pmp(.mp)
+as.salient(.mp)
+as.valmod(.mp)
+av_apply(.mp)
+av_complexity(.mp, data, dilution_factor = 0, apply = FALSE)
+av_hardlimit_artifact(.mp, data, apply = FALSE)
+av_motion_artifact(.mp, data, apply = FALSE)
+av_stop_word(.mp, data, stop_word_loc, exclusion_zone = NULL, threshold = 0.1, apply = FALSE)
+av_zerocrossing(.mp, data, apply = FALSE)
+compute(ts, windows = NULL, query = NULL, sample_pct = 1, threshold = 0.98, n_jobs = 1L)
+discords(profile, exclusion_zone = profile$ez, k = 3L, neighbor_count = 10L, radius = 3)
+dist_profile(data, query, ..., window_size = NULL, method = "v3", index = 1, k = NULL, weight = NULL, paa = 1)
+fast_avg_sd(data, window_size, rcpp = FALSE)
+fast_movavg(data, window_size)
+fast_movsd(data, window_size, rcpp = FALSE)
+find_chains(.mp)
+find_discord(.mp, ...)
+find_motif(.mp, ...)
+find_snippet(data, s_size, n_snippets = 2L, window_size = s_size/2L)
+floss(.mp, new_data, data_window, threshold = 1, exclusion_zone = NULL, chunk_size = NULL, keep_cac = TRUE)
+floss_cac(.mp, data_window, exclusion_zone = NULL)
+floss_extract(.mpac, threshold = 1, exclusion_zone = NULL)
+fluss(.mp, num_segments = 1, exclusion_zone = NULL)
+fluss_cac(.mp, exclusion_zone = NULL)
+fluss_extract(.mpac, num_segments = 1, exclusion_zone = NULL)
+fluss_score(gtruth, extracted, data_size)
+get_data(.mp)
+mass(data_fft, query_window, data_size, window_size, data_mean, data_sd, query_mean, query_sd)
+mass_pre(data, query = NULL, window_size)
+mass_v3(query_window, data, window_size, data_size, data_mean, data_sd, query_mean, query_sd, k = NULL, ...)
+min_mp_idx(.mp, n_dim = NULL, valid = TRUE)
+motifs(profile, exclusion_zone = profile$ez, k = 3L, neighbor_count = 10L, radius = 3)
+mpdist(ref_data, query_data, window_size, type = c("simple", "vector"), thr = 0.05)
+mpx(data, window_size, query = NULL, idx = TRUE, dist = c("euclidean", "pearson"), n_workers = 1)
+mstomp(data, window_size, exclusion_zone = getOption("tsmp.exclusion_zone", 1/2), verbose = getOption("tsmp.verbose", 2), must_dim = NULL, exc_dim = NULL)
+mstomp_par(data, window_size, exclusion_zone = getOption("tsmp.exclusion_zone", 1/2), verbose = getOption("tsmp.verbose", 2), must_dim = NULL, exc_dim = NULL, n_workers = 2)
+plot_arcs(pairs, alpha = NULL, quality = 30, lwd = 15, col = c("blue", "orange"), main = "Arc Plot", ylab, xlab = "Profile Index", xmin = NULL, xmax = NULL, ...)
+pmp(data, window_sizes = seq.int(from = 10, to = length(data)/2, length.out = 20), plot = FALSE, pmp_obj = NULL, n_workers = 1, verbose = getOption("tsmp.verbose", 2))
+pmp_upper_bound(data, threshold = getOption("tsmp.pmp_ub", 0.95), refine_stepsize = getOption("tsmp.pmp_refine", 0.25), return_pmp = TRUE, n_workers = 1, verbose = getOption("tsmp.verbose", 2))
+read(x, ...)
+remove_class(x, class)
+salient_mds(.mp, data, bit_idx = 1)
+salient_score(.mp, gtruth, verbose = getOption("tsmp.verbose", 2))
+salient_subsequences(.mp, data, n_bits = 8, n_cand = 10, exclusion_zone = NULL, verbose = getOption("tsmp.verbose", 2))
+scrimp(..., window_size, exclusion_zone = getOption("tsmp.exclusion_zone", 1/2), verbose = getOption("tsmp.verbose", 2), s_size = Inf, pre_scrimp = 1/4, pre_only = FALSE)
+sdts_predict(model, data, window_size)
+sdts_score(pred, gtruth, beta = 1)
+sdts_train(data, label, window_size, beta = 1, pat_max = Inf, parallel = FALSE, verbose = getOption("tsmp.verbose", 2))
+set_data(.mp, data)
+simple_fast(..., window_size, exclusion_zone = getOption("tsmp.exclusion_zone", 1/2), verbose = getOption("tsmp.verbose", 2))
+stamp(..., window_size, exclusion_zone = getOption("tsmp.exclusion_zone", 1/2), verbose = getOption("tsmp.verbose", 2), s_size = Inf, weight = NULL)
+stamp_par(..., window_size, exclusion_zone = getOption("tsmp.exclusion_zone", 1/2), verbose = getOption("tsmp.verbose", 2), s_size = Inf, n_workers = 2, weight = NULL)
+stomp(..., window_size, exclusion_zone = getOption("tsmp.exclusion_zone", 1/2), verbose = getOption("tsmp.verbose", 2))
+stomp_par(..., window_size, exclusion_zone = getOption("tsmp.exclusion_zone", 1/2), verbose = getOption("tsmp.verbose", 2), n_workers = 2)
+stompi_update(.mp, new_data, history_size = FALSE)
+tsmp(..., window_size, exclusion_zone = getOption("tsmp.exclusion_zone", 1/2), mode = c("stomp", "stamp", "simple", "mstomp", "scrimp", "valmod", "pmp"), verbose = getOption("tsmp.verbose", 2), n_workers = 1, s_size = Inf, must_dim = NULL, exc_dim = NULL, heap_size = 50, paa = 1, .keep_data = TRUE)
+valmod(..., window_min, window_max, heap_size = 50, exclusion_zone = getOption("tsmp.exclusion_zone", 1/2), lb = TRUE, verbose = getOption("tsmp.verbose", 2))
+visualize(profile)
+write(x, ...)
+
+## Own S3 methods
+
+find_discord.MatrixProfile(.mp, data, n_discords = 1, n_neighbors = 3, radius = 3, exclusion_zone = NULL, ...)
+find_discord.PMP(.mp, data, n_discords = 1, n_neighbors = 3, radius = 3, exclusion_zone = NULL, ...)
+find_motif.MatrixProfile(.mp, data, n_motifs = 3, n_neighbors = 10, radius = 3, exclusion_zone = NULL, ...)
+find_motif.MultiMatrixProfile(.mp, data, n_motifs = 3, mode = c("guided", "unconstrained"), n_bit = 4, exclusion_zone = NULL, n_dim = NULL, ...)
+find_motif.PMP(.mp, data, n_motifs = 3, n_neighbors = 10, radius = 3, exclusion_zone = NULL, ...)
+read.default(x, ...)
+write.MatrixProfile(x, file, ...)
+write.PMP(x, file, ...)
+write.default(x, ...)
+
+## Foreign S3 methods
+
+[.AnnotationVector(x, ..., drop = FALSE)
+[.ArcCount(x, ..., drop = FALSE)
+[.Chain(x, ..., drop = FALSE)
+[.Discord(x, ..., drop = FALSE)
+[.Floss(x, ..., drop = FALSE)
+[.Fluss(x, ..., drop = FALSE)
+[.MatrixProfile(x, ..., drop = FALSE)
+[.Motif(x, ..., drop = FALSE)
+[.MultiMatrixProfile(x, ..., drop = FALSE)
+[.MultiMotif(x, ..., drop = FALSE)
+[.PMP(x, ..., drop = FALSE)
+[.Salient(x, ..., drop = FALSE)
+[.SimpleMatrixProfile(x, ..., drop = FALSE)
+plot.ArcCount(x, data, type = c("data", "matrix"), exclusion_zone = NULL, edge_limit = NULL, threshold = stats::quantile(x$cac, 0.1), main = "Arcs Discover", xlab = "index", ylab, ...)
+plot.Chain(x, data, type = c("data", "matrix"), main = "Chain Discover", xlab = "index", ylab, ...)
+plot.Discord(x, data, type = c("data", "matrix"), ncol = 3, main = "Discord Discover", xlab = "index", ylab, ...)
+plot.Floss(x, data, type = c("data", "matrix"), main = "Fast Low-cost Online Semantic Segmentation", xlab = "index", ylab, ...)
+plot.Fluss(x, data, type = c("data", "matrix"), main = "Fast Low-cost Unipotent Semantic Segmentation", xlab = "index", ylab, ...)
+plot.MatrixProfile(x, ylab = "distance", xlab = "index", main = "Unidimensional Matrix Profile", data = FALSE, ...)
+plot.Motif(x, data, type = c("data", "matrix"), ncol = 3, main = "MOTIF Discover", xlab = "index", ylab, ...)
+plot.MultiMatrixProfile(x, ylab = "distance", xlab = "index", main = "Multidimensional Matrix Profile", ...)
+plot.MultiMotif(x, data, type = c("data", "matrix"), ncol = 3, main = "Multidimensional MOTIF Discover", xlab = "index", ylab, ...)
+plot.PMP(x, ylab = "distance", xlab = "index", main = "Unidimensional Matrix Profile", data = FALSE, ...)
+plot.Salient(x, data, main = "Salient Subsections", xlab = "index", ylab, ...)
+plot.SimpleMatrixProfile(x, ylab = "distance", xlab = "index", main = "SiMPle Matrix Profile", data = FALSE, ...)
+plot.Snippet(x, data, ncol = 3, main = "Snippet Finder", xlab = "index", ylab, ...)
+plot.Valmod(x, ylab = "distance", xlab = "index", main = "Valmod Matrix Profile", data = FALSE, ...)
+print.ArcCount(x, ...)
+print.Chain(x, ...)
+print.Discord(x, ...)
+print.Floss(x, ...)
+print.Fluss(x, ...)
+print.MatrixProfile(x, ...)
+print.Motif(x, ...)
+print.MultiMatrixProfile(x, ...)
+print.MultiMotif(x, ...)
+print.PMP(x, ...)
+print.Salient(x, ...)
+print.SimpleMatrixProfile(x, ...)
+print.Snippet(x, ...)
+print.Valmod(x, ...)
+
+## Reexported objects
+
+::%>%
+::%T>%
diff --git a/man/analyze.Rd b/man/analyze.Rd
index 7a824e8..5c58329 100644
--- a/man/analyze.Rd
+++ b/man/analyze.Rd
@@ -61,7 +61,7 @@ is provided;
 
 # Matrix Profile
 result <- analyze(mp_toy_data$data[, 1], 80)
-\dontrun{
+\donttest{
 # Pan Matrix Profile
 result <- analyze(mp_toy_data$data[, 1])
 }
diff --git a/man/compute.Rd b/man/compute.Rd
index 081f42f..b365187 100644
--- a/man/compute.Rd
+++ b/man/compute.Rd
@@ -51,7 +51,7 @@ the upper bound will be computed.
 
 # Matrix Profile
 result <- compute(mp_toy_data$data[, 1], 80)
-\dontrun{
+\donttest{
 # Pan-Matrix Profile
 result <- compute(mp_toy_data$data[, 1])
 }
diff --git a/man/find_snippet.Rd b/man/find_snippet.Rd
index f4037c4..6655cfc 100644
--- a/man/find_snippet.Rd
+++ b/man/find_snippet.Rd
@@ -42,7 +42,7 @@ the "flavor" of the time series.
 \examples{
 
 snippets <- find_snippet(mp_fluss_data$walkjogrun$data[1:300], 40, n_snippets = 2)
-\dontrun{
+\donttest{
 snippets <- find_snippet(mp_fluss_data$walkjogrun$data, 120, n_snippets = 3)
 plot(snippets)
 }
diff --git a/man/mpx.Rd b/man/mpx.Rd
index 99e1bee..b04c244 100644
--- a/man/mpx.Rd
+++ b/man/mpx.Rd
@@ -32,3 +32,8 @@ Returns MP and MPI
 \description{
 Fast implementation of MP and MPI for internal purposes, without FFT
 }
+\examples{
+\donttest{
+mp <- mpx(mp_toy_data$data[1:200, 1], window_size = 30)
+}
+}
diff --git a/man/mstomp.Rd b/man/mstomp.Rd
index 85e441f..08abc43 100644
--- a/man/mstomp.Rd
+++ b/man/mstomp.Rd
@@ -74,7 +74,7 @@ means nothing, \code{1} means text, \code{2} adds the progress bar, \code{3} add
 \examples{
 # using all dimensions
 mp <- mstomp(mp_toy_data$data[1:150, ], 30, verbose = 0)
-\dontrun{
+\donttest{
 #' # using threads
 mp <- mstomp_par(mp_toy_data$data[1:150, ], 30, verbose = 0)
 
diff --git a/man/pmp.Rd b/man/pmp.Rd
index 6892143..f5bed92 100644
--- a/man/pmp.Rd
+++ b/man/pmp.Rd
@@ -64,9 +64,9 @@ Talk about upper bound and window sizes
 }
 }
 \examples{
+\donttest{
 # Just compute
 pan <- pmp(mp_gait_data)
-\dontrun{
 # Compute the upper bound, than add new profiles
 pan <- pmp_upper_bound(mp_gait_data)
 pan <- pmp(mp_gait_data, pmp_obj = pan)
diff --git a/man/read.Rd b/man/read.Rd
index aa6d212..37d05bc 100644
--- a/man/read.Rd
+++ b/man/read.Rd
@@ -16,7 +16,7 @@ Read TSMP object from JSON file.
 }
 \examples{
 
-\dontrun{
+\donttest{
 result <- read("input.json")
 }
 }
diff --git a/man/salient_subsequences.Rd b/man/salient_subsequences.Rd
index b3fd711..e8b189a 100644
--- a/man/salient_subsequences.Rd
+++ b/man/salient_subsequences.Rd
@@ -45,7 +45,7 @@ retrieves the most relevant subsequences using Minimal Description Length (MDL)
 data <- mp_toy_data$data[, 1]
 mp <- tsmp(data, window_size = 30, verbose = 0)
 mps <- salient_subsequences(mp, data, verbose = 0)
-\dontrun{
+\donttest{
 # full example
 data <- mp_meat_data$sub$data
 w <- mp_meat_data$sub$sub_len
diff --git a/man/scrimp.Rd b/man/scrimp.Rd
index 86a91b2..4b57ec2 100644
--- a/man/scrimp.Rd
+++ b/man/scrimp.Rd
@@ -55,7 +55,7 @@ avoid  trivial matches.
 }
 \examples{
 mp <- scrimp(mp_toy_data$data[1:200, 1], window_size = 30, verbose = 0)
-\dontrun{
+\donttest{
 ref_data <- mp_toy_data$data[, 1]
 query_data <- mp_toy_data$data[, 2]
 # self similarity
diff --git a/man/sdts_predict.Rd b/man/sdts_predict.Rd
index 4fb3992..012ea99 100644
--- a/man/sdts_predict.Rd
+++ b/man/sdts_predict.Rd
@@ -35,7 +35,7 @@ te_label <- mp_test_data$test$label[subs]
 model <- sdts_train(tr_data, tr_label, w, verbose = 0)
 predict <- sdts_predict(model, te_data, round(mean(w)))
 sdts_score(predict, te_label, 1)
-\dontrun{
+\donttest{
 windows <- c(110, 220, 330)
 model <- sdts_train(mp_test_data$train$data, mp_test_data$train$label, windows, verbose = 0)
 predict <- sdts_predict(model, mp_test_data$test$data, round(mean(windows)))
diff --git a/man/sdts_score.Rd b/man/sdts_score.Rd
index 147584a..6b4067e 100644
--- a/man/sdts_score.Rd
+++ b/man/sdts_score.Rd
@@ -34,7 +34,7 @@ te_label <- mp_test_data$test$label[subs]
 model <- sdts_train(tr_data, tr_label, w, verbose = 0)
 predict <- sdts_predict(model, te_data, round(mean(w)))
 sdts_score(predict, te_label, 1)
-\dontrun{
+\donttest{
 windows <- c(110, 220, 330)
 model <- sdts_train(mp_test_data$train$data, mp_test_data$train$label, windows)
 predict <- sdts_predict(model, mp_test_data$test$data, round(mean(windows)))
diff --git a/man/sdts_train.Rd b/man/sdts_train.Rd
index 0672b50..82e8a8f 100644
--- a/man/sdts_train.Rd
+++ b/man/sdts_train.Rd
@@ -57,7 +57,7 @@ te_label <- mp_test_data$test$label[subs]
 model <- sdts_train(tr_data, tr_label, w, verbose = 0)
 predict <- sdts_predict(model, te_data, round(mean(w)))
 sdts_score(predict, te_label, 1)
-\dontrun{
+\donttest{
 windows <- c(110, 220, 330)
 model <- sdts_train(mp_test_data$train$data, mp_test_data$train$label, windows)
 predict <- sdts_predict(model, mp_test_data$test$data, round(mean(windows)))
diff --git a/man/stamp.Rd b/man/stamp.Rd
index d458185..d0765d2 100644
--- a/man/stamp.Rd
+++ b/man/stamp.Rd
@@ -71,7 +71,7 @@ avoid  trivial matches; if a query data is provided (join similarity), this para
 
 \examples{
 mp <- stamp(mp_toy_data$data[1:200, 1], window_size = 30, verbose = 0)
-\dontrun{
+\donttest{
 
 #' # using threads
 mp <- stamp_par(mp_toy_data$data[1:200, 1], window_size = 30, verbose = 0)
diff --git a/man/stomp.Rd b/man/stomp.Rd
index b43c119..f533082 100644
--- a/man/stomp.Rd
+++ b/man/stomp.Rd
@@ -59,7 +59,7 @@ matches; if a query data is provided (join similarity), this parameter is ignore
 
 \examples{
 mp <- stomp(mp_toy_data$data[1:200, 1], window_size = 30, verbose = 0)
-\dontrun{
+\donttest{
 #' # using threads
 mp <- stomp_par(mp_toy_data$data[1:400, 1], window_size = 30, verbose = 0)
 
diff --git a/man/tsmp.Rd b/man/tsmp.Rd
index 216a3ab..c871833 100644
--- a/man/tsmp.Rd
+++ b/man/tsmp.Rd
@@ -120,7 +120,7 @@ mp <- tsmp(mp_toy_data$data[1:200, ], window_size = 30, mode = "mstomp", verbose
 
 # [simple_fast()]
 mp <- tsmp(mp_toy_data$data[1:200, ], window_size = 30, mode = "simple", verbose = 0)
-\dontrun{
+\donttest{
 # parallel with [stomp_par()]
 mp <- tsmp(mp_test_data$train$data[1:1000, 1], window_size = 30, n_workers = 2, verbose = 0)
 }
diff --git a/man/valmod.Rd b/man/valmod.Rd
index 810b9aa..2549b80 100644
--- a/man/valmod.Rd
+++ b/man/valmod.Rd
@@ -53,7 +53,7 @@ weakening pruning in \code{valmod()}.
 }
 \examples{
 mp <- valmod(mp_toy_data$data[1:200, 1], window_min = 30, window_max = 40, verbose = 0)
-\dontrun{
+\donttest{
 ref_data <- mp_toy_data$data[, 1]
 query_data <- mp_toy_data$data[, 2]
 # self similarity
diff --git a/man/write.Rd b/man/write.Rd
index 40f476d..9cdc5e7 100644
--- a/man/write.Rd
+++ b/man/write.Rd
@@ -25,7 +25,7 @@ Write a TSMP object to JSON file.
 \examples{
 
 result <- compute(mp_toy_data$data[, 1], 80)
-\dontrun{
-write(result, file = "output.json")
+\donttest{
+write(result, file = file.path(tempdir(), "output.json"))
 }
 }
diff --git a/tests/testthat.R b/tests/testthat.R
index 3fedb7c..7217320 100644
--- a/tests/testthat.R
+++ b/tests/testthat.R
@@ -1,4 +1,6 @@
 library(testthat)
-library(tsmp)
-Sys.setenv(RCPP_PARALLEL_BACKEND = "tinythread")
-test_check("tsmp")
+if (!testthat:::on_cran()) {
+  library(tsmp)
+  Sys.setenv(RCPP_PARALLEL_BACKEND = "tinythread")
+  test_check("tsmp")
+}
diff --git a/tests/testthat/test-serialize.R b/tests/testthat/test-serialize.R
index 2d25b7b..1b8611f 100644
--- a/tests/testthat/test-serialize.R
+++ b/tests/testthat/test-serialize.R
@@ -3,9 +3,9 @@ if (!testthat:::on_cran()) {
   library(tsmp)
 
   result <- compute(mp_toy_data$data[, 1], 80)
-  write(result, file = "output.json")
-  result2 <- read("output.json")
-  unlink("output.json")
+  write(result, file = file.path(tempdir(), "output.json"))
+  result2 <- read(file.path(tempdir(), "output.json"))
+  unlink(file.path(tempdir(), "output.json"))
 
   test_that(
     "Reserializing MP",
@@ -14,9 +14,9 @@ if (!testthat:::on_cran()) {
 
   result <- compute(mp_toy_data$data[, 1])
 
-  write(result, file = "output.json")
-  result2 <- read("output.json")
-  unlink("output.json")
+  write(result, file = file.path(tempdir(), "output.json"))
+  result2 <- read(file.path(tempdir(), "output.json"))
+  unlink(file.path(tempdir(), "output.json"))
 
   test_that(
     "Reserializing PMP",