diff --git a/projects/esl/index.html b/projects/esl/index.html
index df62103..f151d8d 100644
--- a/projects/esl/index.html
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@@ -179,27 +179,27 @@ <h3 class="menu-label is-size-6">The Element of Statistical Learning (4 pages)</
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 <ul>
 <li>
-<a href=https://hugo-connectome.kausalflow.com/esl/the-elements-of-statistical-learning/ itemprop=headline>The Elements of Statistical Learning</a>
+<a href=https://hugo-connectome.kausalflow.com/esl/linear-methods-for-regresssion/ itemprop=headline>Linear Methods for Regression</a>
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-<a href=https://hugo-connectome.kausalflow.com/esl/linear-methods-for-regresssion/ itemprop=headline>Linear Methods for Regression</a>
+<a href=https://hugo-connectome.kausalflow.com/esl/gauss-markov-theorem/ itemprop=headline>Guass-Markov Theorem and Multiple Regression</a>
 </li>
 </ul>
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+<a href=https://hugo-connectome.kausalflow.com/esl/ itemprop=headline>The Element of Statistical Learning</a>
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-<li>
-<a href=https://hugo-connectome.kausalflow.com/esl/gauss-markov-theorem/ itemprop=headline>Guass-Markov Theorem and Multiple Regression</a>
-</li>
 </ul>
 </li>
 <li>
-<a href=https://hugo-connectome.kausalflow.com/esl/ itemprop=headline>The Element of Statistical Learning</a>
 <ul>
+<li>
+<a href=https://hugo-connectome.kausalflow.com/esl/the-elements-of-statistical-learning/ itemprop=headline>The Elements of Statistical Learning</a>
+</li>
 </ul>
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 </ul>
diff --git a/projects/snm/index.html b/projects/snm/index.html
index 5d55ab1..a4c429b 100644
--- a/projects/snm/index.html
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@@ -152,27 +152,27 @@ <h3 class="menu-label is-size-6">Spiking Neural Network (4 pages)</h3>
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 <ul>
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-<a href=https://hugo-connectome.kausalflow.com/snm/spiking-neuron-models-club/ itemprop=headline>Spiking Neuron Models Reading Club</a>
+<a href=https://hugo-connectome.kausalflow.com/snm/single-neuron-model/ itemprop=headline>Single Neuron Models</a>
 </li>
 </ul>
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-<a href=https://hugo-connectome.kausalflow.com/snm/single-neuron-model/ itemprop=headline>Single Neuron Models</a>
+<a href=https://hugo-connectome.kausalflow.com/snm/limitations-srm-contd-and-coding/ itemprop=headline>Limitations of spike response model and coding</a>
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 </ul>
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+<a href=https://hugo-connectome.kausalflow.com/snm/ itemprop=headline>Spiking Neural Network</a>
 <ul>
-<li>
-<a href=https://hugo-connectome.kausalflow.com/snm/limitations-srm-contd-and-coding/ itemprop=headline>Limitations of spike response model and coding</a>
-</li>
 </ul>
 </li>
 <li>
-<a href=https://hugo-connectome.kausalflow.com/snm/ itemprop=headline>Spiking Neural Network</a>
 <ul>
+<li>
+<a href=https://hugo-connectome.kausalflow.com/snm/spiking-neuron-models-club/ itemprop=headline>Spiking Neuron Models Reading Club</a>
+</li>
 </ul>
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diff --git a/projects/tutorials/index.html b/projects/tutorials/index.html
index f78d3b4..9360a6e 100644
--- a/projects/tutorials/index.html
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@@ -187,7 +187,7 @@ <h3 class="menu-label is-size-6">Tutorials (10 pages)</h3>
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-<a href=https://hugo-connectome.kausalflow.com/tutorials/graph-of-connected-articles/ itemprop=headline>Graph of Connected Articles</a>
+<a href=https://hugo-connectome.kausalflow.com/tutorials/link-to-other-page/ itemprop=headline>Link to Another Page and Show Hovercard</a>
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@@ -208,48 +208,48 @@ <h3 class="menu-label is-size-6">Tutorials (10 pages)</h3>
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-<a href=https://hugo-connectome.kausalflow.com/tutorials/comment-system/ itemprop=headline>Comments</a>
+<a href=https://hugo-connectome.kausalflow.com/tutorials/how-to-use/ itemprop=headline>How to Use</a>
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-<a href=https://hugo-connectome.kausalflow.com/tutorials/upvote-button-at-bottom/ itemprop=headline>Upvote Button at the Bottom of the Page</a>
+<a href=https://hugo-connectome.kausalflow.com/tutorials/graph-of-connected-articles/ itemprop=headline>Graph of Connected Articles</a>
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-<a href=https://hugo-connectome.kausalflow.com/tutorials/link-articles/ itemprop=headline>Link Articles</a>
+<a href=https://hugo-connectome.kausalflow.com/tutorials/comment-system/ itemprop=headline>Comments</a>
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 </ul>
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-<a href=https://hugo-connectome.kausalflow.com/tutorials/link-to-other-page/ itemprop=headline>Link to Another Page and Show Hovercard</a>
+<a href=https://hugo-connectome.kausalflow.com/tutorials/upvote-button-at-bottom/ itemprop=headline>Upvote Button at the Bottom of the Page</a>
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-<a href=https://hugo-connectome.kausalflow.com/tutorials/command-palette/ itemprop=headline>Command Palette</a>
+<a href=https://hugo-connectome.kausalflow.com/tutorials/link-articles/ itemprop=headline>Link Articles</a>
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-<a href=https://hugo-connectome.kausalflow.com/tutorials/ itemprop=headline>Tutorials</a>
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+<li>
+<a href=https://hugo-connectome.kausalflow.com/tutorials/command-palette/ itemprop=headline>Command Palette</a>
+</li>
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+<a href=https://hugo-connectome.kausalflow.com/tutorials/ itemprop=headline>Tutorials</a>
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-<li>
-<a href=https://hugo-connectome.kausalflow.com/tutorials/how-to-use/ itemprop=headline>How to Use</a>
-</li>
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