diff --git a/404.html b/404.html
index 77040460..4dd84f92 100644
--- a/404.html
+++ b/404.html
@@ -407,7 +407,7 @@ <h1>Page not found</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/404.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/404.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-08-27",
   "datePublished": "2024-08-27"
 }
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index b35d2b1d..0d2cbb8a 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -421,7 +421,7 @@ <h1>Contributor Code of Conduct</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/CODE_OF_CONDUCT.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/CODE_OF_CONDUCT.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/LICENSE.html b/LICENSE.html
index 62a4749f..ddbcee72 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -469,7 +469,7 @@ <h1>Licenses</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/LICENSE.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/LICENSE.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/aio.html b/aio.html
index 15c8e1f2..a99caafb 100644
--- a/aio.html
+++ b/aio.html
@@ -2296,7 +2296,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
 <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">
 <p>We will first simulate the ODFs for the different crossing
 angles:</p>
@@ -2856,7 +2856,7 @@ <h3 class="callout-title">Exercise 1</h3>
 <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>
@@ -2961,7 +2961,7 @@ <h3 class="callout-title">Exercise 2</h3>
 <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>
@@ -3532,7 +3532,7 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/aio.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/aio.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-08-27",
   "datePublished": "2024-08-27"
 }
diff --git a/constrained_spherical_deconvolution.html b/constrained_spherical_deconvolution.html
index 6d9a4ba2..c931ca0d 100644
--- a/constrained_spherical_deconvolution.html
+++ b/constrained_spherical_deconvolution.html
@@ -766,7 +766,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
 <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">
 <p>We will first simulate the ODFs for the different crossing
 angles:</p>
@@ -915,7 +915,7 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/constrained_spherical_deconvolution.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/constrained_spherical_deconvolution.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/deterministic_tractography.html b/deterministic_tractography.html
index 0c3c47d9..a8906023 100644
--- a/deterministic_tractography.html
+++ b/deterministic_tractography.html
@@ -627,7 +627,7 @@ <h3 class="callout-title">Exercise 1</h3>
 <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>
@@ -731,7 +731,7 @@ <h3 class="callout-title">Exercise 2</h3>
 <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>
@@ -823,7 +823,7 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/deterministic_tractography.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/deterministic_tractography.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/diffusion_tensor_imaging.html b/diffusion_tensor_imaging.html
index cc699771..c4579738 100644
--- a/diffusion_tensor_imaging.html
+++ b/diffusion_tensor_imaging.html
@@ -801,7 +801,7 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/diffusion_tensor_imaging.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/diffusion_tensor_imaging.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/discuss.html b/discuss.html
index eb686c81..fee16cec 100644
--- a/discuss.html
+++ b/discuss.html
@@ -484,7 +484,7 @@ <h1 id="limitations-of-dmri">Limitations of dMRI<a class="anchor" aria-label="an
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/discuss.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/discuss.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/images.html b/images.html
index d6c18048..d08fc61f 100644
--- a/images.html
+++ b/images.html
@@ -619,7 +619,7 @@ <h3 id="probabilistic_tractography-figure-5">Figure 5</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/images.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/images.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-08-27",
   "datePublished": "2024-08-27"
 }
diff --git a/index.html b/index.html
index 92662189..9744837a 100644
--- a/index.html
+++ b/index.html
@@ -679,7 +679,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/index.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/index.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-08-27",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor-notes.html b/instructor-notes.html
index 98a96d0c..279e788f 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -599,7 +599,7 @@ <h3 id="concluding-remarks">Concluding remarks<a class="anchor" aria-label="anch
   "creativeWorkStatus": "active",
   "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": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-08-27",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor/404.html b/instructor/404.html
index accd52d0..060b7399 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -407,7 +407,7 @@ <h1>Page not found</h1>
   "creativeWorkStatus": "active",
   "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": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-08-27",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 2b4ff776..d12c07a6 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -423,7 +423,7 @@ <h1>Contributor Code of Conduct</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/CODE_OF_CONDUCT.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/CODE_OF_CONDUCT.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index 690c7431..e5c0a026 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -471,7 +471,7 @@ <h1>Licenses</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/LICENSE.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/LICENSE.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor/aio.html b/instructor/aio.html
index 786e8e8c..74695583 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -2303,7 +2303,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
 <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">
 <p>We will first simulate the ODFs for the different crossing
 angles:</p>
@@ -2866,7 +2866,7 @@ <h3 class="callout-title">Exercise 1</h3>
 <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>
@@ -2971,7 +2971,7 @@ <h3 class="callout-title">Exercise 2</h3>
 <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>
@@ -3543,7 +3543,7 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "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": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-08-27",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor/constrained_spherical_deconvolution.html b/instructor/constrained_spherical_deconvolution.html
index 767441c7..a77ca4a0 100644
--- a/instructor/constrained_spherical_deconvolution.html
+++ b/instructor/constrained_spherical_deconvolution.html
@@ -768,7 +768,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
 <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">
 <p>We will first simulate the ODFs for the different crossing
 angles:</p>
@@ -917,7 +917,7 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/constrained_spherical_deconvolution.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/constrained_spherical_deconvolution.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor/deterministic_tractography.html b/instructor/deterministic_tractography.html
index c3e8efb1..919484a0 100644
--- a/instructor/deterministic_tractography.html
+++ b/instructor/deterministic_tractography.html
@@ -629,7 +629,7 @@ <h3 class="callout-title">Exercise 1</h3>
 <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>
@@ -733,7 +733,7 @@ <h3 class="callout-title">Exercise 2</h3>
 <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>
@@ -825,7 +825,7 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/deterministic_tractography.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/deterministic_tractography.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor/diffusion_tensor_imaging.html b/instructor/diffusion_tensor_imaging.html
index 2bc2533a..37d031b8 100644
--- a/instructor/diffusion_tensor_imaging.html
+++ b/instructor/diffusion_tensor_imaging.html
@@ -803,7 +803,7 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/diffusion_tensor_imaging.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/diffusion_tensor_imaging.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor/discuss.html b/instructor/discuss.html
index 33266845..15bbf120 100644
--- a/instructor/discuss.html
+++ b/instructor/discuss.html
@@ -486,7 +486,7 @@ <h1 id="limitations-of-dmri">Limitations of dMRI<a class="anchor" aria-label="an
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/discuss.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/discuss.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor/images.html b/instructor/images.html
index 60f09922..8bc19e49 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -621,7 +621,7 @@ <h3 id="probabilistic_tractography-figure-5">Figure 5</h3>
   "creativeWorkStatus": "active",
   "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": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-08-27",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor/index.html b/instructor/index.html
index c499ecfa..12d6aa60 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -776,7 +776,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
   "creativeWorkStatus": "active",
   "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": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-08-27",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index d1e3ea6a..3ace23b8 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -610,7 +610,7 @@ <h3 id="concluding-remarks">Concluding remarks<a class="anchor" aria-label="anch
   "creativeWorkStatus": "active",
   "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": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-08-27",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor/introduction.html b/instructor/introduction.html
index 1df57dff..e6ce91c1 100644
--- a/instructor/introduction.html
+++ b/instructor/introduction.html
@@ -847,7 +847,7 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/introduction.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/introduction.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-29",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor/key-points.html b/instructor/key-points.html
index 1da8f844..b4f32544 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -511,7 +511,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "creativeWorkStatus": "active",
   "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": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-08-27",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor/local_orientation_reconstruction.html b/instructor/local_orientation_reconstruction.html
index 1066f01f..bc975a30 100644
--- a/instructor/local_orientation_reconstruction.html
+++ b/instructor/local_orientation_reconstruction.html
@@ -511,7 +511,7 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/local_orientation_reconstruction.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/local_orientation_reconstruction.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor/local_tractography.html b/instructor/local_tractography.html
index cef93c3f..3dd56001 100644
--- a/instructor/local_tractography.html
+++ b/instructor/local_tractography.html
@@ -488,7 +488,7 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/local_tractography.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/local_tractography.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor/preprocessing.html b/instructor/preprocessing.html
index 41c667e7..275cbfaa 100644
--- a/instructor/preprocessing.html
+++ b/instructor/preprocessing.html
@@ -893,7 +893,7 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/preprocessing.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/preprocessing.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor/probabilistic_tractography.html b/instructor/probabilistic_tractography.html
index 75be23a8..45a5ff0a 100644
--- a/instructor/probabilistic_tractography.html
+++ b/instructor/probabilistic_tractography.html
@@ -894,7 +894,7 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/probabilistic_tractography.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/probabilistic_tractography.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor/profiles.html b/instructor/profiles.html
index de608175..fb6be16e 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -375,7 +375,7 @@ <h1>Learner Profiles</h1>
   "creativeWorkStatus": "active",
   "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": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-08-27",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor/reference.html b/instructor/reference.html
index a0d46ddb..96c57ac1 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -506,7 +506,7 @@ <h1>Glossary</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/reference.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/reference.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/instructor/tractography.html b/instructor/tractography.html
index 60abf53a..757c3c68 100644
--- a/instructor/tractography.html
+++ b/instructor/tractography.html
@@ -510,7 +510,7 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/tractography.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/instructor/tractography.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/introduction.html b/introduction.html
index e82e60c4..0be33d1f 100644
--- a/introduction.html
+++ b/introduction.html
@@ -845,7 +845,7 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/introduction.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/introduction.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-29",
   "datePublished": "2024-08-27"
 }
diff --git a/key-points.html b/key-points.html
index f7f50e8d..f721ac86 100644
--- a/key-points.html
+++ b/key-points.html
@@ -509,7 +509,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "creativeWorkStatus": "active",
   "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": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-08-27",
   "datePublished": "2024-08-27"
 }
diff --git a/local_orientation_reconstruction.html b/local_orientation_reconstruction.html
index 3d2ad73e..0eff73d7 100644
--- a/local_orientation_reconstruction.html
+++ b/local_orientation_reconstruction.html
@@ -509,7 +509,7 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/local_orientation_reconstruction.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/local_orientation_reconstruction.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/local_tractography.html b/local_tractography.html
index d9b9e929..3f40c4cd 100644
--- a/local_tractography.html
+++ b/local_tractography.html
@@ -486,7 +486,7 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/local_tractography.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/local_tractography.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/pkgdown.yml b/pkgdown.yml
index 0e2231e8..79946d86 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,4 +2,4 @@ pandoc: 3.1.11
 pkgdown: 2.1.0
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-08-27T01:18Z
+last_built: 2024-08-27T12:50Z
diff --git a/preprocessing.html b/preprocessing.html
index 5e877922..407f9b3d 100644
--- a/preprocessing.html
+++ b/preprocessing.html
@@ -891,7 +891,7 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/preprocessing.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/preprocessing.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/probabilistic_tractography.html b/probabilistic_tractography.html
index 3f70058d..e2f63691 100644
--- a/probabilistic_tractography.html
+++ b/probabilistic_tractography.html
@@ -892,7 +892,7 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/probabilistic_tractography.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/probabilistic_tractography.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/profiles.html b/profiles.html
index b6835c07..9b2a2506 100644
--- a/profiles.html
+++ b/profiles.html
@@ -375,7 +375,7 @@ <h1>Learner Profiles</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/profiles.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/profiles.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-08-27",
   "datePublished": "2024-08-27"
 }
diff --git a/reference.html b/reference.html
index f1475eae..b0e0dbc8 100644
--- a/reference.html
+++ b/reference.html
@@ -504,7 +504,7 @@ <h1>Glossary</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/reference.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/reference.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }
diff --git a/tractography.html b/tractography.html
index 1f89db0d..a5af4560 100644
--- a/tractography.html
+++ b/tractography.html
@@ -508,7 +508,7 @@ <h3 class="callout-title">Key Points</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/tractography.html",
   "identifier": "https://carpentries-incubator.github.io/SDC-BIDS-dMRI/tractography.html",
-  "dateCreated": "2024-06-28",
+  "dateCreated": "2024-08-27",
   "dateModified": "2024-02-18",
   "datePublished": "2024-08-27"
 }