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doc/pub/week2/html/week2-bs.html

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<!-- tocinfo
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{'highest level': 2,
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'sections': [('Overview of second week, January 27-31',
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'sections': [('Overview of second week, January 26-30',
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'overview-of-second-week-january-27-31'),
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'overview-of-second-week-january-26-30'),
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<li class="dropdown">
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<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
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<ul class="dropdown-menu">
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<!-- navigation toc: --> <li><a href="#overview-of-second-week-january-27-31" style="font-size: 80%;"><b>Overview of second week, January 27-31</b></a></li>
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<!-- navigation toc: --> <li><a href="#overview-of-second-week-january-26-30" style="font-size: 80%;"><b>Overview of second week, January 26-30</b></a></li>
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<!-- navigation toc: --> <li><a href="#videos-on-neural-networks" style="font-size: 80%;"><b>Videos on Neural Networks</b></a></li>
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<!-- navigation toc: --> <li><a href="#mathematics-of-deep-learning" style="font-size: 80%;"><b>Mathematics of deep learning</b></a></li>
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<!-- navigation toc: --> <li><a href="#reminder-on-books-with-hands-on-material-and-codes" style="font-size: 80%;"><b>Reminder on books with hands-on material and codes</b></a></li>
@@ -355,26 +355,26 @@ <h1>Advanced machine learning and data analysis for the physical sciences</h1>
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</center>
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<br>
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<center>
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<h4>January 30, 2025</h4>
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<h4>January 29, 2026</h4>
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</center> <!-- date -->
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<br>
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<!-- potential-jumbotron-button -->
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</div> <!-- end jumbotron -->
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<!-- !split -->
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<h2 id="overview-of-second-week-january-27-31" class="anchor">Overview of second week, January 27-31 </h2>
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<h2 id="overview-of-second-week-january-26-30" class="anchor">Overview of second week, January 26-30 </h2>
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<div class="panel panel-default">
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<div class="panel-body">
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<!-- subsequent paragraphs come in larger fonts, so start with a paragraph -->
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<ol>
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<li> Mathematics of neural networks</li>
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<li> Writing own code (bring back to life your NN code if you have one)</li>
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<li> Discussion of project alternatives</li>
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<li> <a href="https://youtu.be/9GmKWT2EFwQ" target="_self">Link to video of lecture</a></li>
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<li> Permanent Zoom link for the whole semester is <a href="https://uio.zoom.us/my/mortenhj" target="_self"><tt>https://uio.zoom.us/my/mortenhj</tt></a></li>
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<li> <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesJanuary30.pdf" target="_self">Link to whiteboard notes</a></li>
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<li> Discussion of project alternatives
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<!-- o <a href="https://youtu.be/9GmKWT2EFwQ" target="_self">Link to video of lecture</a> --></li>
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<li> Permanent Zoom link for the whole semester is <a href="https://uio.zoom.us/my/mortenhj" target="_self"><tt>https://uio.zoom.us/my/mortenhj</tt></a>
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<!-- o <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesJanuary30.pdf" target="_self">Link to whiteboard notes</a> --></li>
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</ol>
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</div>
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</div>

doc/pub/week2/html/week2-reveal.html

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<h4>January 30, 2025</h4>
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<h4>January 29, 2026</h4>
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</center> <!-- date -->
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<br>
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</section>
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<section>
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<h2 id="overview-of-second-week-january-27-31">Overview of second week, January 27-31 </h2>
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<h2 id="overview-of-second-week-january-26-30">Overview of second week, January 26-30 </h2>
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<div class="alert alert-block alert-block alert-text-normal">
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<b></b>
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<p>
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<ol>
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<p><li> Mathematics of neural networks</li>
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<p><li> Writing own code (bring back to life your NN code if you have one)</li>
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<p><li> Discussion of project alternatives</li>
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<p><li> <a href="https://youtu.be/9GmKWT2EFwQ" target="_blank">Link to video of lecture</a></li>
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<p><li> Permanent Zoom link for the whole semester is <a href="https://uio.zoom.us/my/mortenhj" target="_blank"><tt>https://uio.zoom.us/my/mortenhj</tt></a></li>
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<p><li> <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesJanuary30.pdf" target="_blank">Link to whiteboard notes</a></li>
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<p><li> Discussion of project alternatives
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<!-- o <a href="https://youtu.be/9GmKWT2EFwQ" target="_blank">Link to video of lecture</a> --></li>
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<p><li> Permanent Zoom link for the whole semester is <a href="https://uio.zoom.us/my/mortenhj" target="_blank"><tt>https://uio.zoom.us/my/mortenhj</tt></a>
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<!-- o <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesJanuary30.pdf" target="_blank">Link to whiteboard notes</a> --></li>
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doc/pub/week2/html/week2-solarized.html

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'sections': [('Overview of second week, January 27-31',
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'sections': [('Overview of second week, January 26-30',
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'overview-of-second-week-january-27-31'),
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'overview-of-second-week-january-26-30'),
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</center>
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<h4>January 30, 2025</h4>
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<h4>January 29, 2026</h4>
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<!-- !split --><br><br><br><br><br><br><br><br><br><br>
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<h2 id="overview-of-second-week-january-27-31">Overview of second week, January 27-31 </h2>
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<h2 id="overview-of-second-week-january-26-30">Overview of second week, January 26-30 </h2>
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<div class="alert alert-block alert-block alert-text-normal">
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<b></b>
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<p>
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<ol>
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<li> Mathematics of neural networks</li>
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<li> Writing own code (bring back to life your NN code if you have one)</li>
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<li> Discussion of project alternatives</li>
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<li> <a href="https://youtu.be/9GmKWT2EFwQ" target="_blank">Link to video of lecture</a></li>
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<li> Permanent Zoom link for the whole semester is <a href="https://uio.zoom.us/my/mortenhj" target="_blank"><tt>https://uio.zoom.us/my/mortenhj</tt></a></li>
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<li> <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesJanuary30.pdf" target="_blank">Link to whiteboard notes</a></li>
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<li> Discussion of project alternatives
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<!-- o <a href="https://youtu.be/9GmKWT2EFwQ" target="_blank">Link to video of lecture</a> --></li>
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<li> Permanent Zoom link for the whole semester is <a href="https://uio.zoom.us/my/mortenhj" target="_blank"><tt>https://uio.zoom.us/my/mortenhj</tt></a>
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<!-- o <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesJanuary30.pdf" target="_blank">Link to whiteboard notes</a> --></li>
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doc/pub/week2/html/week2.html

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{'highest level': 2,
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'sections': [('Overview of second week, January 27-31',
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'sections': [('Overview of second week, January 26-30',
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'overview-of-second-week-january-27-31'),
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'overview-of-second-week-january-26-30'),
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</center>
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<h4>January 30, 2025</h4>
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<h4>January 29, 2026</h4>
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</center> <!-- date -->
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<br>
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<h2 id="overview-of-second-week-january-27-31">Overview of second week, January 27-31 </h2>
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<h2 id="overview-of-second-week-january-26-30">Overview of second week, January 26-30 </h2>
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<div class="alert alert-block alert-block alert-text-normal">
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<b></b>
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<p>
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<ol>
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<li> Mathematics of neural networks</li>
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<li> Writing own code (bring back to life your NN code if you have one)</li>
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<li> Discussion of project alternatives</li>
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<li> <a href="https://youtu.be/9GmKWT2EFwQ" target="_blank">Link to video of lecture</a></li>
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<li> Permanent Zoom link for the whole semester is <a href="https://uio.zoom.us/my/mortenhj" target="_blank"><tt>https://uio.zoom.us/my/mortenhj</tt></a></li>
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<li> <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesJanuary30.pdf" target="_blank">Link to whiteboard notes</a></li>
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<li> Discussion of project alternatives
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<!-- o <a href="https://youtu.be/9GmKWT2EFwQ" target="_blank">Link to video of lecture</a> --></li>
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<li> Permanent Zoom link for the whole semester is <a href="https://uio.zoom.us/my/mortenhj" target="_blank"><tt>https://uio.zoom.us/my/mortenhj</tt></a>
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<!-- o <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesJanuary30.pdf" target="_blank">Link to whiteboard notes</a> --></li>
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