From 6437a995f9d0186b325391bd845f051bb7f3fa6f Mon Sep 17 00:00:00 2001
From: Henry Bigelow <hrbigelow@gmail.com>
Date: Wed, 6 Feb 2019 14:33:14 -0800
Subject: [PATCH 1/2] update mathjax link

---
 about.html   | 2 +-
 archive.html | 2 +-
 contact.html | 2 +-
 index.html   | 2 +-
 4 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/about.html b/about.html
index 69cf7da..f309e2f 100644
--- a/about.html
+++ b/about.html
@@ -154,7 +154,7 @@ <h1>About Me</h1>
     <script src="./js/toc.js"></script>
 
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
     <noscript>Enable JavaScript for footnotes, Disqus comments, and other cool stuff.</noscript>
 
diff --git a/archive.html b/archive.html
index d34b336..b5ca5bd 100644
--- a/archive.html
+++ b/archive.html
@@ -180,7 +180,7 @@ <h1>Archives</h1>
     <script src="./js/toc.js"></script>
 
 
-<script type="text/javascript" src="//cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML">
+<script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML">
 </script>
 
     <noscript>Enable JavaScript for footnotes, Disqus comments, and other cool stuff.</noscript>
diff --git a/contact.html b/contact.html
index 5d44cc0..ceca33e 100644
--- a/contact.html
+++ b/contact.html
@@ -124,7 +124,7 @@ <h1>Contact</h1>
     <script src="./js/toc.js"></script>
 
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
     <noscript>Enable JavaScript for footnotes, Disqus comments, and other cool stuff.</noscript>
 
diff --git a/index.html b/index.html
index 5fc4643..b8df1a4 100644
--- a/index.html
+++ b/index.html
@@ -50,7 +50,7 @@
 </script>
 
 
-        <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+        <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
     </head>
 

From 1fb4cd7658ec0b9823f1dd891d4e80033114fd5b Mon Sep 17 00:00:00 2001
From: Henry Bigelow <hrbigelow@gmail.com>
Date: Wed, 6 Feb 2019 14:33:47 -0800
Subject: [PATCH 2/2] update mathjax link

---
 DeepIntro/01-Fundamentals/index.html                 | 2 +-
 DeepIntro/01-Fundamentals/vis/Graph3.html            | 2 +-
 DeepIntro/01-Fundamentals/vis/MDS.html               | 2 +-
 DeepIntro/01-Fundamentals/vis/PcaPlot.html           | 2 +-
 DeepIntro/01-Fundamentals/vis/PixelPlot.html         | 2 +-
 DeepIntro/01-Fundamentals/vis/Words.html             | 2 +-
 DeepIntro/01-Fundamentals/vis/opt2.html              | 2 +-
 DeepIntro/02-WeightTying/index.html                  | 2 +-
 DeepIntro/03-GradientArch/index.html                 | 2 +-
 DeepIntro/04-AgumentedRNNs/index.html                | 2 +-
 DeepIntro/05-BeyondSupervised/index.html             | 2 +-
 DeepIntro/06-Reinforcement/index.html                | 2 +-
 js/MathBox.js/examples/Empty.html                    | 2 +-
 personal/micromarriages/index.html                   | 2 +-
 posts/2014-02-Fanfiction-Graphs-PageRank/index.html  | 2 +-
 posts/2014-03-NN-Manifolds-Topology/index.html       | 2 +-
 posts/2014-07-Conv-Nets-Modular/index.html           | 2 +-
 posts/2014-07-FFN-Graphs-Vis/index.html              | 2 +-
 posts/2014-07-NLP-RNNs-Representations/index.html    | 2 +-
 posts/2014-07-Understanding-Convolutions/index.html  | 2 +-
 posts/2014-10-Visualizing-MNIST/index.html           | 2 +-
 posts/2014-12-Groups-Convolution/index.html          | 2 +-
 posts/2015-01-Visualizing-Representations/index.html | 2 +-
 posts/2015-02-DataList-Illustrated/index.html        | 2 +-
 posts/2015-08-Backprop/index.html                    | 2 +-
 posts/2015-08-Understanding-LSTMs/index.html         | 2 +-
 posts/2015-09-NN-Types-FP/index.html                 | 2 +-
 posts/2015-09-Visual-Information/index.html          | 2 +-
 posts/2017-03-Distill/index.html                     | 2 +-
 posts/2018-09-Collaboration/index.html               | 2 +-
 posts/2018-09-University/index.html                  | 2 +-
 posts/tags/MNIST.html                                | 2 +-
 posts/tags/NLP.html                                  | 2 +-
 posts/tags/category_theory.html                      | 2 +-
 posts/tags/conditional_computation.html              | 2 +-
 posts/tags/convolution.html                          | 2 +-
 posts/tags/convolutional_neural_networks.html        | 2 +-
 posts/tags/correspondence.html                       | 2 +-
 posts/tags/data_visualization.html                   | 2 +-
 posts/tags/deep_learning.html                        | 2 +-
 posts/tags/dynamic_neural_networks.html              | 2 +-
 posts/tags/fanfiction.html                           | 2 +-
 posts/tags/functional_programming.html               | 2 +-
 posts/tags/graphs.html                               | 2 +-
 posts/tags/group_theory.html                         | 2 +-
 posts/tags/machine_learning.html                     | 2 +-
 posts/tags/manifold_hypothesis.html                  | 2 +-
 posts/tags/math.html                                 | 2 +-
 posts/tags/modular_neural_networks.html              | 2 +-
 posts/tags/neural_networks.html                      | 2 +-
 posts/tags/probability.html                          | 2 +-
 posts/tags/recursive_neural_networks.html            | 2 +-
 posts/tags/representations.html                      | 2 +-
 posts/tags/topology.html                             | 2 +-
 posts/tags/type_theory.html                          | 2 +-
 posts/tags/visualization.html                        | 2 +-
 posts/tags/word_embeddings.html                      | 2 +-
 posts/temp1/index.html                               | 2 +-
 vis/index.html                                       | 2 +-
 59 files changed, 59 insertions(+), 59 deletions(-)

diff --git a/DeepIntro/01-Fundamentals/index.html b/DeepIntro/01-Fundamentals/index.html
index 4e1479e..2aad66e 100755
--- a/DeepIntro/01-Fundamentals/index.html
+++ b/DeepIntro/01-Fundamentals/index.html
@@ -4,7 +4,7 @@
   <head>
     <meta charset="utf-8">
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
     <title>Neural Networks Fundamentals</title>
 
diff --git a/DeepIntro/01-Fundamentals/vis/Graph3.html b/DeepIntro/01-Fundamentals/vis/Graph3.html
index ffee6b0..353c0d3 100755
--- a/DeepIntro/01-Fundamentals/vis/Graph3.html
+++ b/DeepIntro/01-Fundamentals/vis/Graph3.html
@@ -1,7 +1,7 @@
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 <html lang="en">
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-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 </head>
 <body>
 
diff --git a/DeepIntro/01-Fundamentals/vis/MDS.html b/DeepIntro/01-Fundamentals/vis/MDS.html
index aef9b76..780ac95 100755
--- a/DeepIntro/01-Fundamentals/vis/MDS.html
+++ b/DeepIntro/01-Fundamentals/vis/MDS.html
@@ -1,7 +1,7 @@
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 <html lang="en">
 <head>
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
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diff --git a/DeepIntro/01-Fundamentals/vis/PcaPlot.html b/DeepIntro/01-Fundamentals/vis/PcaPlot.html
index 3a0c8a1..3ff88fd 100755
--- a/DeepIntro/01-Fundamentals/vis/PcaPlot.html
+++ b/DeepIntro/01-Fundamentals/vis/PcaPlot.html
@@ -1,7 +1,7 @@
 <!doctype html>
 <html lang="en">
 <head>
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 </head>
 <body>
 
diff --git a/DeepIntro/01-Fundamentals/vis/PixelPlot.html b/DeepIntro/01-Fundamentals/vis/PixelPlot.html
index 9abb89c..208222d 100755
--- a/DeepIntro/01-Fundamentals/vis/PixelPlot.html
+++ b/DeepIntro/01-Fundamentals/vis/PixelPlot.html
@@ -1,7 +1,7 @@
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 <html lang="en">
 <head>
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 </head>
 <body>
 
diff --git a/DeepIntro/01-Fundamentals/vis/Words.html b/DeepIntro/01-Fundamentals/vis/Words.html
index 45434a9..a5ea50d 100755
--- a/DeepIntro/01-Fundamentals/vis/Words.html
+++ b/DeepIntro/01-Fundamentals/vis/Words.html
@@ -1,7 +1,7 @@
 <!doctype html>
 <html lang="en">
 <head>
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 </head>
 <body>
 
diff --git a/DeepIntro/01-Fundamentals/vis/opt2.html b/DeepIntro/01-Fundamentals/vis/opt2.html
index 1db5b8a..d1d09aa 100755
--- a/DeepIntro/01-Fundamentals/vis/opt2.html
+++ b/DeepIntro/01-Fundamentals/vis/opt2.html
@@ -1,7 +1,7 @@
 <!doctype html>
 <html lang="en">
 <head>
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 </head>
 <body>
 
diff --git a/DeepIntro/02-WeightTying/index.html b/DeepIntro/02-WeightTying/index.html
index 977925b..075034f 100755
--- a/DeepIntro/02-WeightTying/index.html
+++ b/DeepIntro/02-WeightTying/index.html
@@ -4,7 +4,7 @@
   <head>
     <meta charset="utf-8">
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
     <title>Weight Tying and Architecture</title>
 
diff --git a/DeepIntro/03-GradientArch/index.html b/DeepIntro/03-GradientArch/index.html
index 63d76a8..7badee6 100755
--- a/DeepIntro/03-GradientArch/index.html
+++ b/DeepIntro/03-GradientArch/index.html
@@ -4,7 +4,7 @@
   <head>
     <meta charset="utf-8">
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
     <title>Weight Tying and Architecture</title>
 
diff --git a/DeepIntro/04-AgumentedRNNs/index.html b/DeepIntro/04-AgumentedRNNs/index.html
index 06f960c..f6c9a30 100755
--- a/DeepIntro/04-AgumentedRNNs/index.html
+++ b/DeepIntro/04-AgumentedRNNs/index.html
@@ -4,7 +4,7 @@
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     <meta charset="utf-8">
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
     <title>Augmented RNNs</title>
 
diff --git a/DeepIntro/05-BeyondSupervised/index.html b/DeepIntro/05-BeyondSupervised/index.html
index 6b2afdd..77882e8 100755
--- a/DeepIntro/05-BeyondSupervised/index.html
+++ b/DeepIntro/05-BeyondSupervised/index.html
@@ -4,7 +4,7 @@
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     <meta charset="utf-8">
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
     <title>Unsupervised Learning & Autoencoders</title>
 
diff --git a/DeepIntro/06-Reinforcement/index.html b/DeepIntro/06-Reinforcement/index.html
index 7c22206..b462400 100755
--- a/DeepIntro/06-Reinforcement/index.html
+++ b/DeepIntro/06-Reinforcement/index.html
@@ -4,7 +4,7 @@
   <head>
     <meta charset="utf-8">
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
     <title>Reinforcement Learning</title>
 
diff --git a/js/MathBox.js/examples/Empty.html b/js/MathBox.js/examples/Empty.html
index 3449ee9..60170aa 100644
--- a/js/MathBox.js/examples/Empty.html
+++ b/js/MathBox.js/examples/Empty.html
@@ -111,4 +111,4 @@
 <body>
   <div id="info"></div>
 </body>
-</html>
\ No newline at end of file
+</html>
diff --git a/personal/micromarriages/index.html b/personal/micromarriages/index.html
index 973e06c..c0a57e4 100644
--- a/personal/micromarriages/index.html
+++ b/personal/micromarriages/index.html
@@ -36,7 +36,7 @@
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         <!--<script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>-->
-        <script type="text/javascript" src="//cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
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         <style>
         .post{width:170px;min-height:175px;padding-left:5px;padding-right:5px;float:left;border-left:1px solid #CCC;background-color:white;}
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index 0eb80e6..d0de9e0 100644
--- a/posts/2014-02-Fanfiction-Graphs-PageRank/index.html
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@@ -35,7 +35,7 @@
         
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-        <script type="text/javascript" src="//cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
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diff --git a/posts/2014-03-NN-Manifolds-Topology/index.html b/posts/2014-03-NN-Manifolds-Topology/index.html
index 707c43d..3a36f39 100644
--- a/posts/2014-03-NN-Manifolds-Topology/index.html
+++ b/posts/2014-03-NN-Manifolds-Topology/index.html
@@ -35,7 +35,7 @@
         
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-        <script type="text/javascript" src="//cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+        <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
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diff --git a/posts/2014-07-Conv-Nets-Modular/index.html b/posts/2014-07-Conv-Nets-Modular/index.html
index 212075f..c025dcd 100644
--- a/posts/2014-07-Conv-Nets-Modular/index.html
+++ b/posts/2014-07-Conv-Nets-Modular/index.html
@@ -345,7 +345,7 @@ <h2 id="acknowledgments">Acknowledgments</h2>
     <script src="../../js/toc.js"></script>
 
 
-    <script type="text/javascript" src="//cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
     <noscript>Enable JavaScript for footnotes, Disqus comments, and other cool stuff.</noscript>
 
diff --git a/posts/2014-07-FFN-Graphs-Vis/index.html b/posts/2014-07-FFN-Graphs-Vis/index.html
index 5f201a9..28ce3a6 100644
--- a/posts/2014-07-FFN-Graphs-Vis/index.html
+++ b/posts/2014-07-FFN-Graphs-Vis/index.html
@@ -505,7 +505,7 @@ <h3 id="acknowledgments">Acknowledgments</h3>
     <script src="../../js/toc.js"></script>
 
 
-    <script type="text/javascript" src="//cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
     <noscript>Enable JavaScript for footnotes, Disqus comments, and other cool stuff.</noscript>
 
diff --git a/posts/2014-07-NLP-RNNs-Representations/index.html b/posts/2014-07-NLP-RNNs-Representations/index.html
index c7d8d00..dcd1853 100644
--- a/posts/2014-07-NLP-RNNs-Representations/index.html
+++ b/posts/2014-07-NLP-RNNs-Representations/index.html
@@ -368,7 +368,7 @@ <h2 id="acknowledgments">Acknowledgments</h2>
     <script src="../../js/toc.js"></script>
 
 
-    <script type="text/javascript" src="//cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
     <noscript>Enable JavaScript for footnotes, Disqus comments, and other cool stuff.</noscript>
 
diff --git a/posts/2014-07-Understanding-Convolutions/index.html b/posts/2014-07-Understanding-Convolutions/index.html
index b00cf6e..013043d 100644
--- a/posts/2014-07-Understanding-Convolutions/index.html
+++ b/posts/2014-07-Understanding-Convolutions/index.html
@@ -374,7 +374,7 @@ <h2 id="acknowledgments">Acknowledgments</h2>
     <script src="../../js/toc.js"></script>
 
 
-    <script type="text/javascript" src="//cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
     <noscript>Enable JavaScript for footnotes, Disqus comments, and other cool stuff.</noscript>
 
diff --git a/posts/2014-10-Visualizing-MNIST/index.html b/posts/2014-10-Visualizing-MNIST/index.html
index 1686cde..cdb092a 100644
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diff --git a/posts/2014-12-Groups-Convolution/index.html b/posts/2014-12-Groups-Convolution/index.html
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     <script src="../../js/toc.js"></script>
 
 
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diff --git a/posts/2015-01-Visualizing-Representations/index.html b/posts/2015-01-Visualizing-Representations/index.html
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     <script src="../../js/toc.js"></script>
 
 
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diff --git a/posts/2015-02-DataList-Illustrated/index.html b/posts/2015-02-DataList-Illustrated/index.html
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         .post{width:170px;min-height:175px;padding-left:5px;padding-right:5px;float:left;border-left:1px solid #CCC;background-color:white;}
diff --git a/posts/tags/MNIST.html b/posts/tags/MNIST.html
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@@ -129,7 +129,7 @@ <h1>Mnist Posts</h1>
     <script src="../../js/toc.js"></script>
 
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
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-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
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diff --git a/posts/tags/category_theory.html b/posts/tags/category_theory.html
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     <script src="../../js/toc.js"></script>
 
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
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diff --git a/posts/tags/conditional_computation.html b/posts/tags/conditional_computation.html
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     <script src="../../js/toc.js"></script>
 
 
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+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
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diff --git a/posts/tags/convolution.html b/posts/tags/convolution.html
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@@ -129,7 +129,7 @@ <h1>Convolution Posts</h1>
     <script src="../../js/toc.js"></script>
 
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
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diff --git a/posts/tags/convolutional_neural_networks.html b/posts/tags/convolutional_neural_networks.html
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     <script src="../../js/toc.js"></script>
 
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
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diff --git a/posts/tags/correspondence.html b/posts/tags/correspondence.html
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+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
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diff --git a/posts/tags/data_visualization.html b/posts/tags/data_visualization.html
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+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
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diff --git a/posts/tags/deep_learning.html b/posts/tags/deep_learning.html
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diff --git a/posts/tags/dynamic_neural_networks.html b/posts/tags/dynamic_neural_networks.html
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-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
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diff --git a/posts/tags/fanfiction.html b/posts/tags/fanfiction.html
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+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
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diff --git a/posts/tags/functional_programming.html b/posts/tags/functional_programming.html
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+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
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diff --git a/posts/tags/graphs.html b/posts/tags/graphs.html
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+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
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diff --git a/posts/tags/group_theory.html b/posts/tags/group_theory.html
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@@ -126,7 +126,7 @@ <h1>Group Theory Posts</h1>
     <script src="../../js/toc.js"></script>
 
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
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diff --git a/posts/tags/machine_learning.html b/posts/tags/machine_learning.html
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     <script src="../../js/toc.js"></script>
 
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
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diff --git a/posts/tags/manifold_hypothesis.html b/posts/tags/manifold_hypothesis.html
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     <script src="../../js/toc.js"></script>
 
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
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diff --git a/posts/tags/math.html b/posts/tags/math.html
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-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
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diff --git a/posts/tags/modular_neural_networks.html b/posts/tags/modular_neural_networks.html
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@@ -129,7 +129,7 @@ <h1>Modular Neural Networks Posts</h1>
     <script src="../../js/toc.js"></script>
 
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
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diff --git a/posts/tags/neural_networks.html b/posts/tags/neural_networks.html
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-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
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diff --git a/posts/tags/probability.html b/posts/tags/probability.html
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+++ b/posts/tags/probability.html
@@ -129,7 +129,7 @@ <h1>Probability Posts</h1>
     <script src="../../js/toc.js"></script>
 
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
     <noscript>Enable JavaScript for footnotes, Disqus comments, and other cool stuff.</noscript>
 
diff --git a/posts/tags/recursive_neural_networks.html b/posts/tags/recursive_neural_networks.html
index ca89d5f..9e6a40a 100644
--- a/posts/tags/recursive_neural_networks.html
+++ b/posts/tags/recursive_neural_networks.html
@@ -129,7 +129,7 @@ <h1>Recursive Neural Networks Posts</h1>
     <script src="../../js/toc.js"></script>
 
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
     <noscript>Enable JavaScript for footnotes, Disqus comments, and other cool stuff.</noscript>
 
diff --git a/posts/tags/representations.html b/posts/tags/representations.html
index 3b2c5f6..39be3a6 100644
--- a/posts/tags/representations.html
+++ b/posts/tags/representations.html
@@ -129,7 +129,7 @@ <h1>Representations Posts</h1>
     <script src="../../js/toc.js"></script>
 
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
     <noscript>Enable JavaScript for footnotes, Disqus comments, and other cool stuff.</noscript>
 
diff --git a/posts/tags/topology.html b/posts/tags/topology.html
index 3a0cacf..7827ba9 100644
--- a/posts/tags/topology.html
+++ b/posts/tags/topology.html
@@ -129,7 +129,7 @@ <h1>Topology Posts</h1>
     <script src="../../js/toc.js"></script>
 
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
     <noscript>Enable JavaScript for footnotes, Disqus comments, and other cool stuff.</noscript>
 
diff --git a/posts/tags/type_theory.html b/posts/tags/type_theory.html
index 7a59ff8..02b2773 100644
--- a/posts/tags/type_theory.html
+++ b/posts/tags/type_theory.html
@@ -126,7 +126,7 @@ <h1>Type Theory Posts</h1>
     <script src="../../js/toc.js"></script>
 
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
     <noscript>Enable JavaScript for footnotes, Disqus comments, and other cool stuff.</noscript>
 
diff --git a/posts/tags/visualization.html b/posts/tags/visualization.html
index 2c9686f..65f1bac 100644
--- a/posts/tags/visualization.html
+++ b/posts/tags/visualization.html
@@ -129,7 +129,7 @@ <h1>Visualization Posts</h1>
     <script src="../../js/toc.js"></script>
 
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
     <noscript>Enable JavaScript for footnotes, Disqus comments, and other cool stuff.</noscript>
 
diff --git a/posts/tags/word_embeddings.html b/posts/tags/word_embeddings.html
index 707a7cc..00956b7 100644
--- a/posts/tags/word_embeddings.html
+++ b/posts/tags/word_embeddings.html
@@ -129,7 +129,7 @@ <h1>Word Embeddings Posts</h1>
     <script src="../../js/toc.js"></script>
 
 
-    <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+    <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
     <noscript>Enable JavaScript for footnotes, Disqus comments, and other cool stuff.</noscript>
 
diff --git a/posts/temp1/index.html b/posts/temp1/index.html
index 5c6d8c3..1b9cfad 100644
--- a/posts/temp1/index.html
+++ b/posts/temp1/index.html
@@ -35,7 +35,7 @@
         
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-        <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+        <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
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diff --git a/vis/index.html b/vis/index.html
index 7ad093f..f77062d 100644
--- a/vis/index.html
+++ b/vis/index.html
@@ -36,7 +36,7 @@
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         <!--<script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>-->
-        <script type="text/javascript" src="//cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
+        <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
 
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         .post{width:170px;min-height:175px;padding-left:5px;padding-right:5px;float:left;border-left:1px solid #CCC;background-color:white;}