diff --git a/404.html b/404.html
index 26551587..d23c7055 100644
--- a/404.html
+++ b/404.html
@@ -356,8 +356,8 @@ <h1>Page not found</h1>
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/404.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/404.html",
   "dateCreated": "2024-02-29",
-  "dateModified": "2024-04-23",
-  "datePublished": "2024-04-23"
+  "dateModified": "2024-04-30",
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 7bb9443d..14131667 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -370,7 +370,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index aba868eb..8f94e200 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -421,7 +421,7 @@ <h1>Licenses</h1>
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/LICENSE.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index 9a6af383..99b8c5dc 100644
--- a/aio.html
+++ b/aio.html
@@ -2814,7 +2814,7 @@ <h3 class="callout-title">Exercise 1<a class="anchor" aria-label="anchor" href="
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">Show me the solution</h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb11">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -2920,7 +2920,7 @@ <h3 class="callout-title">Exercise 2<a class="anchor" aria-label="anchor" href="
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">Show me the solution</h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb12">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -3496,8 +3496,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/aio.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/aio.html",
   "dateCreated": "2024-02-29",
-  "dateModified": "2024-04-23",
-  "datePublished": "2024-04-23"
+  "dateModified": "2024-04-30",
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/constrained_spherical_deconvolution.html b/constrained_spherical_deconvolution.html
index a2deb692..e0a491a6 100644
--- a/constrained_spherical_deconvolution.html
+++ b/constrained_spherical_deconvolution.html
@@ -872,7 +872,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/constrained_spherical_deconvolution.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/deterministic_tractography.html b/deterministic_tractography.html
index 90f962ad..cf60a42a 100644
--- a/deterministic_tractography.html
+++ b/deterministic_tractography.html
@@ -577,7 +577,7 @@ <h3 class="callout-title">Exercise 1<a class="anchor" aria-label="anchor" href="
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">Show me the solution</h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb11">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -682,7 +682,7 @@ <h3 class="callout-title">Exercise 2<a class="anchor" aria-label="anchor" href="
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">Show me the solution</h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb12">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -777,7 +777,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/deterministic_tractography.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/diffusion_tensor_imaging.html b/diffusion_tensor_imaging.html
index 16b722e7..11ba48d4 100644
--- a/diffusion_tensor_imaging.html
+++ b/diffusion_tensor_imaging.html
@@ -755,7 +755,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/diffusion_tensor_imaging.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/discuss.html b/discuss.html
index 753134e8..1c40c77a 100644
--- a/discuss.html
+++ b/discuss.html
@@ -436,7 +436,7 @@ <h1 id="limitations-of-dmri">Limitations of dMRI<a class="anchor" aria-label="an
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/discuss.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index fbfa48f4..771f3ff7 100644
--- a/images.html
+++ b/images.html
@@ -562,8 +562,8 @@ <h3 id="probabilistic_tractography-figure-5">Figure 5</h3>
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/images.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/images.html",
   "dateCreated": "2024-02-29",
-  "dateModified": "2024-04-23",
-  "datePublished": "2024-04-23"
+  "dateModified": "2024-04-30",
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index 504bd428..9b77d985 100644
--- a/index.html
+++ b/index.html
@@ -636,8 +636,8 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/index.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/index.html",
   "dateCreated": "2024-02-29",
-  "dateModified": "2024-04-23",
-  "datePublished": "2024-04-23"
+  "dateModified": "2024-04-30",
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index 942479e4..68b34398 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -542,8 +542,8 @@ <h3 id="concluding-remarks">Concluding remarks<a class="anchor" aria-label="anch
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor-notes.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor-notes.html",
   "dateCreated": "2024-02-29",
-  "dateModified": "2024-04-23",
-  "datePublished": "2024-04-23"
+  "dateModified": "2024-04-30",
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index 9afc3693..7ba0ae2e 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -356,8 +356,8 @@ <h1>Page not found</h1>
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/404.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/404.html",
   "dateCreated": "2024-02-29",
-  "dateModified": "2024-04-23",
-  "datePublished": "2024-04-23"
+  "dateModified": "2024-04-30",
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 42aeca76..a959a1fe 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -372,7 +372,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index 8b090f70..3f53378b 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -423,7 +423,7 @@ <h1>Licenses</h1>
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/LICENSE.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor/aio.html b/instructor/aio.html
index 9b59db68..59256b22 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -2824,7 +2824,7 @@ <h3 class="callout-title">Exercise 1<a class="anchor" aria-label="anchor" href="
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">Show me the solution</h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb11">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -2930,7 +2930,7 @@ <h3 class="callout-title">Exercise 2<a class="anchor" aria-label="anchor" href="
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">Show me the solution</h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb12">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -3507,8 +3507,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/aio.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/aio.html",
   "dateCreated": "2024-02-29",
-  "dateModified": "2024-04-23",
-  "datePublished": "2024-04-23"
+  "dateModified": "2024-04-30",
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor/constrained_spherical_deconvolution.html b/instructor/constrained_spherical_deconvolution.html
index 802d405e..0376e214 100644
--- a/instructor/constrained_spherical_deconvolution.html
+++ b/instructor/constrained_spherical_deconvolution.html
@@ -874,7 +874,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/constrained_spherical_deconvolution.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor/deterministic_tractography.html b/instructor/deterministic_tractography.html
index a41e9717..8a5d366e 100644
--- a/instructor/deterministic_tractography.html
+++ b/instructor/deterministic_tractography.html
@@ -579,7 +579,7 @@ <h3 class="callout-title">Exercise 1<a class="anchor" aria-label="anchor" href="
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">Show me the solution</h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb11">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -684,7 +684,7 @@ <h3 class="callout-title">Exercise 2<a class="anchor" aria-label="anchor" href="
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">Show me the solution</h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb12">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -779,7 +779,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/deterministic_tractography.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor/diffusion_tensor_imaging.html b/instructor/diffusion_tensor_imaging.html
index 0f0c5d62..ba77454f 100644
--- a/instructor/diffusion_tensor_imaging.html
+++ b/instructor/diffusion_tensor_imaging.html
@@ -757,7 +757,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/diffusion_tensor_imaging.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor/discuss.html b/instructor/discuss.html
index 7facb32f..a9975fbb 100644
--- a/instructor/discuss.html
+++ b/instructor/discuss.html
@@ -438,7 +438,7 @@ <h1 id="limitations-of-dmri">Limitations of dMRI<a class="anchor" aria-label="an
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/discuss.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor/images.html b/instructor/images.html
index b168ea00..ddef700e 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -564,8 +564,8 @@ <h3 id="probabilistic_tractography-figure-5">Figure 5</h3>
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/images.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/images.html",
   "dateCreated": "2024-02-29",
-  "dateModified": "2024-04-23",
-  "datePublished": "2024-04-23"
+  "dateModified": "2024-04-30",
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index 6ae76ba9..58de27fb 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -733,8 +733,8 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/index.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/index.html",
   "dateCreated": "2024-02-29",
-  "dateModified": "2024-04-23",
-  "datePublished": "2024-04-23"
+  "dateModified": "2024-04-30",
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index e70977f5..899adc8a 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -553,8 +553,8 @@ <h3 id="concluding-remarks">Concluding remarks<a class="anchor" aria-label="anch
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/instructor-notes.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/instructor-notes.html",
   "dateCreated": "2024-02-29",
-  "dateModified": "2024-04-23",
-  "datePublished": "2024-04-23"
+  "dateModified": "2024-04-30",
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor/introduction.html b/instructor/introduction.html
index 4672fb62..79564d7e 100644
--- a/instructor/introduction.html
+++ b/instructor/introduction.html
@@ -803,7 +803,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/introduction.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-29",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index 7a091155..08bf9e33 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -454,8 +454,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/key-points.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/key-points.html",
   "dateCreated": "2024-02-29",
-  "dateModified": "2024-04-23",
-  "datePublished": "2024-04-23"
+  "dateModified": "2024-04-30",
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor/local_orientation_reconstruction.html b/instructor/local_orientation_reconstruction.html
index 3061be4c..d66aa2e5 100644
--- a/instructor/local_orientation_reconstruction.html
+++ b/instructor/local_orientation_reconstruction.html
@@ -462,7 +462,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/local_orientation_reconstruction.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor/local_tractography.html b/instructor/local_tractography.html
index 24ee9e43..6f7986d1 100644
--- a/instructor/local_tractography.html
+++ b/instructor/local_tractography.html
@@ -439,7 +439,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/local_tractography.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor/preprocessing.html b/instructor/preprocessing.html
index 617a35f7..4947c0ba 100644
--- a/instructor/preprocessing.html
+++ b/instructor/preprocessing.html
@@ -844,7 +844,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/preprocessing.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor/probabilistic_tractography.html b/instructor/probabilistic_tractography.html
index 3100ab6b..749e05ad 100644
--- a/instructor/probabilistic_tractography.html
+++ b/instructor/probabilistic_tractography.html
@@ -847,7 +847,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/probabilistic_tractography.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index 86cabec4..caa747e9 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -323,8 +323,8 @@ <h1>Learner Profiles</h1>
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/profiles.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/profiles.html",
   "dateCreated": "2024-02-29",
-  "dateModified": "2024-04-23",
-  "datePublished": "2024-04-23"
+  "dateModified": "2024-04-30",
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index e7751288..f0827f02 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -456,7 +456,7 @@ <h1>Glossary</h1>
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/reference.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/instructor/tractography.html b/instructor/tractography.html
index 934cf611..254c8a71 100644
--- a/instructor/tractography.html
+++ b/instructor/tractography.html
@@ -461,7 +461,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/tractography.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/introduction.html b/introduction.html
index c0721191..d470c4f2 100644
--- a/introduction.html
+++ b/introduction.html
@@ -801,7 +801,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/introduction.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-29",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index 1996b453..b336c4b9 100644
--- a/key-points.html
+++ b/key-points.html
@@ -452,8 +452,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/key-points.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/key-points.html",
   "dateCreated": "2024-02-29",
-  "dateModified": "2024-04-23",
-  "datePublished": "2024-04-23"
+  "dateModified": "2024-04-30",
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/local_orientation_reconstruction.html b/local_orientation_reconstruction.html
index cf545cd0..c74b6a28 100644
--- a/local_orientation_reconstruction.html
+++ b/local_orientation_reconstruction.html
@@ -460,7 +460,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/local_orientation_reconstruction.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/local_tractography.html b/local_tractography.html
index 32e8221d..5ed4a467 100644
--- a/local_tractography.html
+++ b/local_tractography.html
@@ -437,7 +437,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/local_tractography.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index 3b2a2e51..6ebc45b8 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,5 +2,5 @@ pandoc: 3.1.11
 pkgdown: 2.0.9
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-04-23T01:07Z
+last_built: 2024-04-30T01:07Z
 
diff --git a/preprocessing.html b/preprocessing.html
index 65fb4bf7..b05aa7fd 100644
--- a/preprocessing.html
+++ b/preprocessing.html
@@ -842,7 +842,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/preprocessing.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/probabilistic_tractography.html b/probabilistic_tractography.html
index 99fb259a..b4be6ec2 100644
--- a/probabilistic_tractography.html
+++ b/probabilistic_tractography.html
@@ -845,7 +845,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/probabilistic_tractography.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/profiles.html b/profiles.html
index 5d819a22..9cb05bfb 100644
--- a/profiles.html
+++ b/profiles.html
@@ -323,8 +323,8 @@ <h1>Learner Profiles</h1>
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/profiles.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/profiles.html",
   "dateCreated": "2024-02-29",
-  "dateModified": "2024-04-23",
-  "datePublished": "2024-04-23"
+  "dateModified": "2024-04-30",
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index 078e8425..70d101e3 100644
--- a/reference.html
+++ b/reference.html
@@ -454,7 +454,7 @@ <h1>Glossary</h1>
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/reference.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>
diff --git a/tractography.html b/tractography.html
index 310ae073..952e5c7d 100644
--- a/tractography.html
+++ b/tractography.html
@@ -459,7 +459,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/tractography.html",
   "dateCreated": "2024-02-29",
   "dateModified": "2024-02-18",
-  "datePublished": "2024-04-23"
+  "datePublished": "2024-04-30"
 }
 
   </script><script>