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<!--
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Automatically generated HTML file from DocOnce source
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HTML file automatically generated from DocOnce source
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(https://github.com/doconce/doconce/)
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doconce format html week39.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week39-bs --no_mako
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<html>
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@@ -8,24 +9,20 @@ Automatically generated HTML file from DocOnce source
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<meta name="description" content="Week 39: Optimization and Gradient Methods">
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<title>Week 39: Optimization and Gradient Methods</title>
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<!-- Bootstrap style: bootstrap -->
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<!-- doconce format html week39.do.txt --html_style=bootstrap --pygments_html_style=default --html_admon=bootstrap_panel --html_output=week39-bs --no_mako -->
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</head>
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<!-- tocinfo
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@@ -147,7 +142,7 @@ Automatically generated HTML file from DocOnce source
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('And a corresponding example using _scikit-learn_',
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2,
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None,
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'and-a-corresponding-example-using-_scikit-learn_'),
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'and-a-corresponding-example-using-scikit-learn'),
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('Gradient descent and Ridge',
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2,
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None,
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@@ -238,8 +233,6 @@ MathJax.Hub.Config({
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</script>
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@@ -250,7 +243,6 @@ MathJax.Hub.Config({
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<a class="navbar-brand" href="week39-bs.html">Week 39: Optimization and Gradient Methods</a>
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@@ -298,7 +290,7 @@ MathJax.Hub.Config({
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<!-- navigation toc: --> <li><a href="._week39-bs040.html#the-hessian-matrix" style="font-size: 80%;">The Hessian matrix</a></li>
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<!-- navigation toc: --> <li><a href="._week39-bs041.html#simple-program" style="font-size: 80%;">Simple program</a></li>
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<!-- navigation toc: --> <li><a href="._week39-bs042.html#gradient-descent-example" style="font-size: 80%;">Gradient Descent Example</a></li>
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<!-- navigation toc: --> <li><a href="._week39-bs043.html#and-a-corresponding-example-using-_scikit-learn_" style="font-size: 80%;">And a corresponding example using <b>scikit-learn</b></a></li>
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<!-- navigation toc: --> <li><a href="._week39-bs043.html#and-a-corresponding-example-using-scikit-learn" style="font-size: 80%;">And a corresponding example using <b>scikit-learn</b></a></li>
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<!-- navigation toc: --> <li><a href="._week39-bs044.html#gradient-descent-and-ridge" style="font-size: 80%;">Gradient descent and Ridge</a></li>
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<!-- navigation toc: --> <li><a href="._week39-bs045.html#program-example-for-gradient-descent-with-ridge-regression" style="font-size: 80%;">Program example for gradient descent with Ridge Regression</a></li>
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<!-- navigation toc: --> <li><a href="._week39-bs046.html#using-gradient-descent-methods-limitations" style="font-size: 80%;">Using gradient descent methods, limitations</a></li>
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@@ -337,36 +329,32 @@ MathJax.Hub.Config({
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<div class="container">
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<p> </p><p> </p><p> </p> <!-- add vertical space -->
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<a name="part0000"></a>
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<!-- ------------------- main content ---------------------- -->
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<div class="jumbotron">
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<center><h1>Week 39: Optimization and Gradient Methods</h1></center> <!-- document title -->
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<center>
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<h1>Week 39: Optimization and Gradient Methods</h1>
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</center> <!-- document title -->
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<p>
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<!-- author(s): Morten Hjorth-Jensen -->
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<center>
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<b>Morten Hjorth-Jensen</b> [1, 2]
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</center>
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<p>
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<!-- institution(s) -->
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<center>
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[1] <b>Department of Physics, University of Oslo</b>
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</center>
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<center>
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[2] <b>Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University</b>
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</center>
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<br>
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<center>
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<h4>Nov 2, 2021</h4>
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</center> <!-- date -->
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<br>
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<center>[1] <b>Department of Physics, University of Oslo</b></center>
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<center>[2] <b>Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University</b></center>
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<br>
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<p>
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<center><h4>Oct 1, 2021</h4></center> <!-- date -->
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<br>
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<p>
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<p><a href="._week39-bs001.html" class="btn btn-primary btn-lg">Read »</a></p>
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@@ -392,25 +380,18 @@ MathJax.Hub.Config({
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<li><a href="._week39-bs001.html">»</a></li>
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</ul>
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<!-- ------------------- end of main content --------------- -->
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<center style="font-size:80%">
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<!-- copyright --> © 1999-2021, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
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</center>
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</body>
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</html>
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