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update week 42

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mhjensen
2020-10-15 20:38:58 +02:00
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doc/pub/week42/html/._week42-bs000.html
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<center><h1>Week 42 Convolutional and Recurrent Neural Networks and Autoencoders</h1></center> <!-- document title -->
<center><h1>Week 42 Convolutional (CNN) and Recurrent (RNN) Neural Networks and Autoencoders</h1></center> <!-- document title -->
<p>
<!-- author(s): Morten Hjorth-Jensen -->
doc/pub/week42/html/._week42-bs001.html
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<h2 id="___sec0" class="anchor">Plan for week 42 </h2>
<ul>
<li> Thursday: Convolutional Neural Networks and examples</li>
<li> Thursday: Convolutional Neural Networks and examples. <a href="https://www.uio.no/studier/emner/matnat/fys/FYS-STK4155/h20/forelesningsvideoer/LectureOctober15.mp4?vrtx=view-as-webpage" target="_self">Video of Lecture</a></li>
<li> Friday: Recurrent Neural Networks and Autoencoders</li>
</ul>
Reading suggestions for both days: <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/TensorflowML.pdf" target="_self">Aurelien Geron's chapters 13 and 14</a>. Autoencoders are discussed in chapter 15 of Geron's text.
<p>
<div class="panel panel-default">
<div class="panel-body">
<p> <!-- subsequent paragraphs come in larger fonts, so start with a paragraph -->
<ul>
<li> <a href="https://www.youtube.com/watch?v=iaSUYvmCekI&ab_channel=AlexanderAmini" target="_self">Video on Convolutional Neural Networks from MIT</a></li>
<li> <a href="https://www.youtube.com/watch?v=SEnXr6v2ifU&ab_channel=AlexanderAmini" target="_self">Video on Recurrent Neural Networks from MIT</a></li>
</ul>
</div>
</div>
<p>
<p>
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doc/pub/week42/html/._week42-bs002.html
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<!-- Bootstrap style: bootstrap -->
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<a class="navbar-brand" href="week42-bs.html">Week 42 Convolutional and Recurrent Neural Networks and Autoencoders</a>
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</div>
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@@ -186,7 +186,7 @@ MathJax.Hub.Config({
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<center><h1>Week 42 Convolutional (CNN) and Recurrent (RNN) Neural Networks and Autoencoders</h1></center> <!-- document title -->
<p>
<!-- author(s): Morten Hjorth-Jensen -->
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<p>
<!-- author(s): Morten Hjorth-Jensen -->
@@ -162,12 +162,21 @@ MathJax.Hub.Config({
<h2 id="___sec0">Plan for week 42 </h2>
<ul>
<p><li> Thursday: Convolutional Neural Networks and examples</li>
<p><li> Thursday: Convolutional Neural Networks and examples. <a href="https://www.uio.no/studier/emner/matnat/fys/FYS-STK4155/h20/forelesningsvideoer/LectureOctober15.mp4?vrtx=view-as-webpage" target="_blank">Video of Lecture</a></li>
<p><li> Friday: Recurrent Neural Networks and Autoencoders</li>
</ul>
<p>
Reading suggestions for both days: <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/TensorflowML.pdf" target="_blank">Aurelien Geron's chapters 13 and 14</a>. Autoencoders are discussed in chapter 15 of Geron's text.
<p>
<div class="alert alert-block alert-block alert-text-normal">
<b>Excellent lectures on CNNs and RNNs.</b>
<ul>
<p><li> <a href="https://www.youtube.com/watch?v=iaSUYvmCekI&ab_channel=AlexanderAmini" target="_blank">Video on Convolutional Neural Networks from MIT</a></li>
<p><li> <a href="https://www.youtube.com/watch?v=SEnXr6v2ifU&ab_channel=AlexanderAmini" target="_blank">Video on Recurrent Neural Networks from MIT</a></li>
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@@ -117,7 +143,7 @@ MathJax.Hub.Config({
<center><h1>Week 42 Convolutional and Recurrent Neural Networks and Autoencoders</h1></center> <!-- document title -->
<center><h1>Week 42 Convolutional (CNN) and Recurrent (RNN) Neural Networks and Autoencoders</h1></center> <!-- document title -->
<p>
<!-- author(s): Morten Hjorth-Jensen -->
@@ -141,12 +167,24 @@ MathJax.Hub.Config({
<h2 id="___sec0">Plan for week 42 </h2>
<ul>
<li> Thursday: Convolutional Neural Networks and examples</li>
<li> Thursday: Convolutional Neural Networks and examples. <a href="https://www.uio.no/studier/emner/matnat/fys/FYS-STK4155/h20/forelesningsvideoer/LectureOctober15.mp4?vrtx=view-as-webpage" target="_blank">Video of Lecture</a></li>
<li> Friday: Recurrent Neural Networks and Autoencoders</li>
</ul>
Reading suggestions for both days: <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/TensorflowML.pdf" target="_blank">Aurelien Geron's chapters 13 and 14</a>. Autoencoders are discussed in chapter 15 of Geron's text.
<p>
<div class="alert alert-block alert-block alert-text-normal">
<b>Excellent lectures on CNNs and RNNs.</b>
<p>
<ul>
<li> <a href="https://www.youtube.com/watch?v=iaSUYvmCekI&ab_channel=AlexanderAmini" target="_blank">Video on Convolutional Neural Networks from MIT</a></li>
<li> <a href="https://www.youtube.com/watch?v=SEnXr6v2ifU&ab_channel=AlexanderAmini" target="_blank">Video on Recurrent Neural Networks from MIT</a></li>
</ul>
</div>
<p>
<!-- !split --><br><br><br><br><br><br><br><br><br><br>
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@@ -122,7 +148,7 @@ MathJax.Hub.Config({
<center><h1>Week 42 Convolutional and Recurrent Neural Networks and Autoencoders</h1></center> <!-- document title -->
<center><h1>Week 42 Convolutional (CNN) and Recurrent (RNN) Neural Networks and Autoencoders</h1></center> <!-- document title -->
<p>
<!-- author(s): Morten Hjorth-Jensen -->
@@ -146,12 +172,24 @@ MathJax.Hub.Config({
<h2 id="___sec0">Plan for week 42 </h2>
<ul>
<li> Thursday: Convolutional Neural Networks and examples</li>
<li> Thursday: Convolutional Neural Networks and examples. <a href="https://www.uio.no/studier/emner/matnat/fys/FYS-STK4155/h20/forelesningsvideoer/LectureOctober15.mp4?vrtx=view-as-webpage" target="_blank">Video of Lecture</a></li>
<li> Friday: Recurrent Neural Networks and Autoencoders</li>
</ul>
Reading suggestions for both days: <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/TensorflowML.pdf" target="_blank">Aurelien Geron's chapters 13 and 14</a>. Autoencoders are discussed in chapter 15 of Geron's text.
<p>
<div class="alert alert-block alert-block alert-text-normal">
<b>Excellent lectures on CNNs and RNNs.</b>
<p>
<ul>
<li> <a href="https://www.youtube.com/watch?v=iaSUYvmCekI&ab_channel=AlexanderAmini" target="_blank">Video on Convolutional Neural Networks from MIT</a></li>
<li> <a href="https://www.youtube.com/watch?v=SEnXr6v2ifU&ab_channel=AlexanderAmini" target="_blank">Video on Recurrent Neural Networks from MIT</a></li>
</ul>
</div>
<p>
<!-- !split --><br><br><br><br><br><br><br><br><br><br>
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"<!-- dom:TITLE: Week 42 Convolutional and Recurrent Neural Networks and Autoencoders -->\n",
"# Week 42 Convolutional and Recurrent Neural Networks and Autoencoders\n",
"<!-- dom:TITLE: Week 42 Convolutional (CNN) and Recurrent (RNN) Neural Networks and Autoencoders -->\n",
"# Week 42 Convolutional (CNN) and Recurrent (RNN) Neural Networks and Autoencoders\n",
"<!-- dom:AUTHOR: Morten Hjorth-Jensen at Department of Physics, University of Oslo & Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University -->\n",
"<!-- Author: --> \n",
"**Morten Hjorth-Jensen**, Department of Physics, University of Oslo and Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University\n",
@@ -19,12 +19,20 @@
"\n",
"## Plan for week 42\n",
"\n",
"* Thursday: Convolutional Neural Networks and examples\n",
"* Thursday: Convolutional Neural Networks and examples. [Video of Lecture](https://www.uio.no/studier/emner/matnat/fys/FYS-STK4155/h20/forelesningsvideoer/LectureOctober15.mp4?vrtx=view-as-webpage)\n",
"\n",
"* Friday: Recurrent Neural Networks and Autoencoders\n",
"\n",
"Reading suggestions for both days: [Aurelien Geron's chapters 13 and 14](https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/TensorflowML.pdf). Autoencoders are discussed in chapter 15 of Geron's text.\n",
"\n",
"**Excellent lectures on CNNs and RNNs.**\n",
"\n",
"* [Video on Convolutional Neural Networks from MIT](https://www.youtube.com/watch?v=iaSUYvmCekI&ab_channel=AlexanderAmini)\n",
"\n",
"* [Video on Recurrent Neural Networks from MIT](https://www.youtube.com/watch?v=SEnXr6v2ifU&ab_channel=AlexanderAmini)\n",
"\n",
"\n",
"\n",
"\n",
"\n",
"\n",
doc/src/week42/week42.do.txt
+7 -2
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@@ -1,4 +1,4 @@
TITLE: Week 42 Convolutional and Recurrent Neural Networks and Autoencoders
TITLE: Week 42 Convolutional (CNN) and Recurrent (RNN) Neural Networks and Autoencoders
AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of Physics, University of Oslo & Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University
DATE: today
@@ -6,11 +6,16 @@ DATE: today
!split
===== Plan for week 42 =====
* Thursday: Convolutional Neural Networks and examples
* Thursday: Convolutional Neural Networks and examples. "Video of Lecture":"https://www.uio.no/studier/emner/matnat/fys/FYS-STK4155/h20/forelesningsvideoer/LectureOctober15.mp4?vrtx=view-as-webpage"
* Friday: Recurrent Neural Networks and Autoencoders
Reading suggestions for both days: "Aurelien Geron's chapters 13 and 14":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/TensorflowML.pdf". Autoencoders are discussed in chapter 15 of Geron's text.
!bblock Excellent lectures on CNNs and RNNs
* "Video on Convolutional Neural Networks from MIT":"https://www.youtube.com/watch?v=iaSUYvmCekI&ab_channel=AlexanderAmini"
* "Video on Recurrent Neural Networks from MIT":"https://www.youtube.com/watch?v=SEnXr6v2ifU&ab_channel=AlexanderAmini"
!eblock