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doc/pub/week15/html/week15-bs.html

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doc/pub/week15/html/week15-reveal.html

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doc/pub/week15/html/week15-solarized.html

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doc/pub/week15/html/week15.html

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doc/pub/week15/ipynb/week15.ipynb

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doc/pub/week15/pdf/week15.pdf

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doc/pub/week17/html/week17-bs.html

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<!-- tocinfo
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{'highest level': 2,
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'sections': [('Plans for the week of May 13-17, 2024',
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'sections': [('Plans for the week of May 19-23, 2025',
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'plans-for-the-week-of-may-13-17-2024'),
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'plans-for-the-week-of-may-19-23-2025'),
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('Types of machine learning',
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None,
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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="#plans-for-the-week-of-may-13-17-2024" style="font-size: 80%;">Plans for the week of May 13-17, 2024</a></li>
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<!-- navigation toc: --> <li><a href="#plans-for-the-week-of-may-19-23-2025" style="font-size: 80%;">Plans for the week of May 19-23, 2025</a></li>
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<!-- navigation toc: --> <li><a href="#types-of-machine-learning" style="font-size: 80%;">Types of machine learning</a></li>
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<!-- navigation toc: --> <li><a href="#main-categories" style="font-size: 80%;">Main categories</a></li>
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<!-- navigation toc: --> <li><a href="#machine-learning-a-simple-perspective-on-the-interface-between-ml-and-physics" style="font-size: 80%;">Machine learning. A simple perspective on the interface between ML and Physics</a></li>
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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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<b>Morten Hjorth-Jensen</b>
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</center>
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<!-- institution(s) -->
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<!-- institution -->
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<center>
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[1] <b>Department of Physics and Center for Computing in Science Education, University of Oslo, Norway</b>
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</center>
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<center>
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[2] <b>Department of Physics and Astronomy and Facility for Rare Isotope Beams, Michigan State University, East Lansing, Michigan, USA</b>
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<b>Department of Physics and Center for Computing in Science Education, University of Oslo, Norway</b>
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</center>
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<br>
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<h4>May 13, 2024</h4>
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<h4>May 22, 2025</h4>
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</center> <!-- date -->
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<br>
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</div> <!-- end jumbotron -->
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<h2 id="plans-for-the-week-of-may-13-17-2024" class="anchor">Plans for the week of May 13-17, 2024 </h2>
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<h2 id="plans-for-the-week-of-may-19-23-2025" class="anchor">Plans for the week of May 19-23, 2025 </h2>
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<li> Energy-based models</li>
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<li> Variational autoencoders</li>
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<li> Diffusion based models</li>
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<li> Generative adversarial networks</li>
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<li> Generative adversarial networks
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<!-- o <a href="https://youtu.be/HWW3vnR4RZE" target="_self">Video of lecture</a> --></li>
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</ol>
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<li> <a href="https://youtu.be/HWW3vnR4RZE" target="_self">Video of lecture</a></li>
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</footer>
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-->
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<center style="font-size:80%">
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<!-- copyright --> &copy; 1999-2024, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
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<!-- copyright --> &copy; 1999-2025, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
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doc/pub/week17/html/week17-reveal.html

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<!-- author(s): Morten Hjorth-Jensen -->
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<b>Morten Hjorth-Jensen</b> [1, 2]
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<!-- institution(s) -->
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<!-- institution -->
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[1] <b>Department of Physics and Center for Computing in Science Education, University of Oslo, Norway</b>
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[2] <b>Department of Physics and Astronomy and Facility for Rare Isotope Beams, Michigan State University, East Lansing, Michigan, USA</b>
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<b>Department of Physics and Center for Computing in Science Education, University of Oslo, Norway</b>
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</center>
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<h4>May 13, 2024</h4>
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<h4>May 22, 2025</h4>
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<br>
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<center style="font-size:80%">
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<!-- copyright --> &copy; 1999-2024, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
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<!-- copyright --> &copy; 1999-2025, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
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<h2 id="plans-for-the-week-of-may-13-17-2024">Plans for the week of May 13-17, 2024 </h2>
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<h2 id="plans-for-the-week-of-may-19-23-2025">Plans for the week of May 19-23, 2025 </h2>
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<b>Summary of course</b>
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<p><li> Energy-based models</li>
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<p><li> Variational autoencoders</li>
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<p><li> Diffusion based models</li>
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<p><li> Generative adversarial networks</li>
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<p><li> Generative adversarial networks
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<!-- o <a href="https://youtu.be/HWW3vnR4RZE" target="_blank">Video of lecture</a> --></li>
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<p><li> <a href="https://youtu.be/HWW3vnR4RZE" target="_blank">Video of lecture</a></li>
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doc/pub/week17/html/week17-solarized.html

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<!-- tocinfo
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{'highest level': 2,
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'sections': [('Plans for the week of May 13-17, 2024',
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'sections': [('Plans for the week of May 19-23, 2025',
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2,
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'plans-for-the-week-of-may-13-17-2024'),
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'plans-for-the-week-of-may-19-23-2025'),
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<!-- author(s): Morten Hjorth-Jensen -->
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<!-- institution(s) -->
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<!-- institution -->
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[1] <b>Department of Physics and Center for Computing in Science Education, University of Oslo, Norway</b>
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[2] <b>Department of Physics and Astronomy and Facility for Rare Isotope Beams, Michigan State University, East Lansing, Michigan, USA</b>
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<b>Department of Physics and Center for Computing in Science Education, University of Oslo, Norway</b>
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<h4>May 13, 2024</h4>
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<h4>May 22, 2025</h4>
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<!-- !split --><br><br><br><br><br><br><br><br><br><br>
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<h2 id="plans-for-the-week-of-may-13-17-2024">Plans for the week of May 13-17, 2024 </h2>
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<h2 id="plans-for-the-week-of-may-19-23-2025">Plans for the week of May 19-23, 2025 </h2>
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<b>Summary of course</b>
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<li> Generative adversarial networks
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<!-- o <a href="https://youtu.be/HWW3vnR4RZE" target="_blank">Video of lecture</a> --></li>
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<p>For a definition of the Wasserstein distance, see for example <a href="https://arxiv.org/pdf/2103.01678" target="_blank"><tt>https://arxiv.org/pdf/2103.01678</tt></a></p>
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<!-- ------------------- end of main content --------------- -->
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<center style="font-size:80%">
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<!-- copyright --> &copy; 1999-2024, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
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<!-- copyright --> &copy; 1999-2025, 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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