update week 14

CompPhysics · Apr 16, 2024 · 6fdf32d · 6fdf32d
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diff --git a/doc/pub/week14/html/week14-bs.html b/doc/pub/week14/html/week14-bs.html
@@ -161,7 +161,8 @@ <h2 id="plans-for-the-week-april-22-26-2024" class="anchor">Plans for the week A
 <li> Reading recommendation:
 <ol type="a"></li>
  <li> Goodfellow et al chapter 20.10-20-14</li>
- <li> Calvin Luo <a href="https://calvinyluo.com/2022/08/26/diffusion-tutorial.html" target="_self"><tt>https://calvinyluo.com/2022/08/26/diffusion-tutorial.html</tt></a>
+ <li> Calvin Luo <a href="https://calvinyluo.com/2022/08/26/diffusion-tutorial.html" target="_self"><tt>https://calvinyluo.com/2022/08/26/diffusion-tutorial.html</tt></a></li>
+ <li> An Introduction to Variational Autoencoders, by Kingma and Welling, see <a href="https://arxiv.org/abs/1906.02691" target="_self"><tt>https://arxiv.org/abs/1906.02691</tt></a>
 <!-- o "Video of lecture":"" -->
 <!-- o <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2024/NotesApril23.pdf" target="_self">Whiteboard notes</a> --></li>
 </ol>

diff --git a/doc/pub/week14/html/week14-reveal.html b/doc/pub/week14/html/week14-reveal.html
@@ -206,7 +206,8 @@ <h2 id="plans-for-the-week-april-22-26-2024">Plans for the week April 22-26, 202
 <p><li> Reading recommendation:
 <ol type="a"></li>
  <p><li> Goodfellow et al chapter 20.10-20-14</li>
- <p><li> Calvin Luo <a href="https://calvinyluo.com/2022/08/26/diffusion-tutorial.html" target="_blank"><tt>https://calvinyluo.com/2022/08/26/diffusion-tutorial.html</tt></a>
+ <p><li> Calvin Luo <a href="https://calvinyluo.com/2022/08/26/diffusion-tutorial.html" target="_blank"><tt>https://calvinyluo.com/2022/08/26/diffusion-tutorial.html</tt></a></li>
+ <p><li> An Introduction to Variational Autoencoders, by Kingma and Welling, see <a href="https://arxiv.org/abs/1906.02691" target="_blank"><tt>https://arxiv.org/abs/1906.02691</tt></a>
 <!-- o "Video of lecture":"" -->
 <!-- o <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2024/NotesApril23.pdf" target="_blank">Whiteboard notes</a> --></li>
 </ol>

diff --git a/doc/pub/week14/html/week14-solarized.html b/doc/pub/week14/html/week14-solarized.html
@@ -144,7 +144,8 @@ <h2 id="plans-for-the-week-april-22-26-2024">Plans for the week April 22-26, 202
 <li> Reading recommendation:
 <ol type="a"></li>
  <li> Goodfellow et al chapter 20.10-20-14</li>
- <li> Calvin Luo <a href="https://calvinyluo.com/2022/08/26/diffusion-tutorial.html" target="_blank"><tt>https://calvinyluo.com/2022/08/26/diffusion-tutorial.html</tt></a>
+ <li> Calvin Luo <a href="https://calvinyluo.com/2022/08/26/diffusion-tutorial.html" target="_blank"><tt>https://calvinyluo.com/2022/08/26/diffusion-tutorial.html</tt></a></li>
+ <li> An Introduction to Variational Autoencoders, by Kingma and Welling, see <a href="https://arxiv.org/abs/1906.02691" target="_blank"><tt>https://arxiv.org/abs/1906.02691</tt></a>
 <!-- o "Video of lecture":"" -->
 <!-- o <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2024/NotesApril23.pdf" target="_blank">Whiteboard notes</a> --></li>
 </ol>

diff --git a/doc/pub/week14/html/week14.html b/doc/pub/week14/html/week14.html
@@ -221,7 +221,8 @@ <h2 id="plans-for-the-week-april-22-26-2024">Plans for the week April 22-26, 202
 <li> Reading recommendation:
 <ol type="a"></li>
  <li> Goodfellow et al chapter 20.10-20-14</li>
- <li> Calvin Luo <a href="https://calvinyluo.com/2022/08/26/diffusion-tutorial.html" target="_blank"><tt>https://calvinyluo.com/2022/08/26/diffusion-tutorial.html</tt></a>
+ <li> Calvin Luo <a href="https://calvinyluo.com/2022/08/26/diffusion-tutorial.html" target="_blank"><tt>https://calvinyluo.com/2022/08/26/diffusion-tutorial.html</tt></a></li>
+ <li> An Introduction to Variational Autoencoders, by Kingma and Welling, see <a href="https://arxiv.org/abs/1906.02691" target="_blank"><tt>https://arxiv.org/abs/1906.02691</tt></a>
 <!-- o "Video of lecture":"" -->
 <!-- o <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2024/NotesApril23.pdf" target="_blank">Whiteboard notes</a> --></li>
 </ol>

diff --git a/doc/pub/week14/ipynb/ipynb-week14-src.tar.gz b/doc/pub/week14/ipynb/ipynb-week14-src.tar.gz
diff --git a/doc/pub/week14/ipynb/week14.ipynb b/doc/pub/week14/ipynb/week14.ipynb
@@ -2,7 +2,7 @@
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@@ -14,7 +14,7 @@
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@@ -27,7 +27,7 @@
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@@ -45,13 +45,15 @@
     "a. Goodfellow et al chapter 20.10-20-14\n",
     "\n",
     "b. Calvin Luo <https://calvinyluo.com/2022/08/26/diffusion-tutorial.html>\n",
+    "\n",
+    "c. An Introduction to Variational Autoencoders, by Kingma and Welling, see <https://arxiv.org/abs/1906.02691>\n",
     "<!-- o \"Video of lecture\":\"\" -->\n",
     "<!-- o [Whiteboard notes](https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2024/NotesApril23.pdf) -->"
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@@ -63,7 +65,7 @@
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@@ -75,7 +77,7 @@
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@@ -85,7 +87,7 @@
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@@ -112,7 +114,7 @@
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@@ -132,7 +134,7 @@
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@@ -144,7 +146,7 @@
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@@ -156,7 +158,7 @@
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@@ -168,7 +170,7 @@
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@@ -179,7 +181,7 @@
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@@ -191,7 +193,7 @@
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@@ -203,7 +205,7 @@
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@@ -215,7 +217,7 @@
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@@ -225,7 +227,7 @@
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@@ -240,7 +242,7 @@
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@@ -252,7 +254,7 @@
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@@ -266,7 +268,7 @@
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@@ -278,7 +280,7 @@
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@@ -291,7 +293,7 @@
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@@ -308,7 +310,7 @@
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@@ -328,7 +330,7 @@
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@@ -346,7 +348,7 @@
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@@ -361,7 +363,7 @@
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@@ -371,7 +373,7 @@
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@@ -382,7 +384,7 @@
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@@ -397,7 +399,7 @@
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@@ -413,7 +415,7 @@
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@@ -428,7 +430,7 @@
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@@ -441,7 +443,7 @@
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@@ -459,7 +461,7 @@
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@@ -474,7 +476,7 @@
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@@ -486,7 +488,7 @@
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@@ -499,7 +501,7 @@
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@@ -704,7 +706,7 @@
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@@ -826,7 +828,7 @@
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diff --git a/doc/pub/week14/pdf/week14.pdf b/doc/pub/week14/pdf/week14.pdf