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114 changes: 10 additions & 104 deletions doc/pub/week13/html/._week13-bs000.html
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<meta name="description" content="Week 16 April 17-21: Neural networks and project 2">
<title>Week 16 April 17-21: Neural networks and project 2</title>
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<title>Week 16 April 15-19: Neural networks and project 2</title>
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<a class="navbar-brand" href="week13-bs.html">Week 16 April 17-21: Neural networks and project 2</a>
<a class="navbar-brand" href="week13-bs.html">Week 16 April 15-19: Neural networks and project 2</a>
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<!-- navigation toc: --> <li><a href="._week13-bs001.html#overview-of-week-16-april-17-21" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Overview of week 16, April 17-21</a></li>
<!-- navigation toc: --> <li><a href="._week13-bs002.html#alternatives-for-project-2" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Alternatives for project 2</a></li>
<!-- navigation toc: --> <li><a href="._week13-bs003.html#boltzmann-machines" style="font-size: 80%;"><b>Boltzmann Machines</b></a></li>
<!-- navigation toc: --> <li><a href="._week13-bs003.html#the-network" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;The network</a></li>
<!-- navigation toc: --> <li><a href="._week13-bs003.html#joint-distribution" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Joint distribution</a></li>
<!-- navigation toc: --> <li><a href="._week13-bs003.html#network-elements-the-energy-function" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Network Elements, the energy function</a></li>
<!-- navigation toc: --> <li><a href="._week13-bs003.html#defining-different-types-of-rbms" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Defining different types of RBMs</a></li>
<!-- navigation toc: --> <li><a href="._week13-bs003.html#cost-function" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Cost function</a></li>
<!-- navigation toc: --> <li><a href="._week13-bs003.html#optimization-training" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Optimization / Training</a></li>
<!-- navigation toc: --> <li><a href="._week13-bs003.html#kullback-leibler-relative-entropy" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Kullback-Leibler relative entropy</a></li>
<!-- navigation toc: --> <li><a href="._week13-bs003.html#setting-up-for-gradient-descent-calculations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Setting up for gradient descent calculations</a></li>
<!-- navigation toc: --> <li><a href="._week13-bs003.html#mathematical-details" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Mathematical details</a></li>
<!-- navigation toc: --> <li><a href="._week13-bs003.html#marginal-probability-density-functions" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Marginal Probability Density Functions</a></li>
<!-- navigation toc: --> <li><a href="._week13-bs003.html#conditional-probability-density-functions" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Conditional Probability Density Functions</a></li>
<!-- navigation toc: --> <li><a href="._week13-bs003.html#gaussian-binary-restricted-boltzmann-machines" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Gaussian-Binary Restricted Boltzmann Machines</a></li>
<!-- navigation toc: --> <li><a href="._week13-bs003.html#joint-probability-density-function" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Joint Probability Density Function</a></li>
<!-- navigation toc: --> <li><a href="._week13-bs003.html#marginal-probability-density-functions" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Marginal Probability Density Functions</a></li>
<!-- navigation toc: --> <li><a href="._week13-bs003.html#conditional-probability-density-functions" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Conditional Probability Density Functions</a></li>
<!-- navigation toc: --> <li><a href="._week13-bs003.html#neural-quantum-states" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Neural Quantum States</a></li>
<!-- navigation toc: --> <li><a href="._week13-bs003.html#cost-function" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Cost function</a></li>
<!-- navigation toc: --> <li><a href="._week13-bs003.html#python-version-for-the-two-non-interacting-particles" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Python version for the two non-interacting particles</a></li>
<!-- navigation toc: --> <li><a href="._week13-bs001.html#overview-of-week-16-april-15-19" style="font-size: 80%;">Overview of week 16, April 15-19</a></li>

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<!-- ------------------- main content ---------------------- -->
<div class="jumbotron">
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<h1>Week 16 April 17-21: Neural networks and project 2</h1>
<h1>Week 16 April 15-19: Neural networks and project 2</h1>
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<!-- author(s): Morten Hjorth-Jensen Email [email protected] -->
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<br>
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<h4>Apr 20, 2023</h4>
<h4>Jan 6, 2024</h4>
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<li class="active"><a href="._week13-bs000.html">1</a></li>
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<!-- ------------------- end of main content --------------- -->
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<!-- copyright --> &copy; 1999-2023, Morten Hjorth-Jensen Email [email protected]. Released under CC Attribution-NonCommercial 4.0 license
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