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doc/pub/week10/html/week10-bs.html

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<li> Overview of generative models</li>
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<li> Probability distributions and Markov Chain Monte Carlo simulations</li>
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<li> If we get time, we end the lecture with Boltzmann machines and energy models</li>
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<li> Reading recommendation: Goodfellow et al chapters 16 and 18.1 and 18.2. Chapter 17 gives a background to Monte Carlo Markov Chains.
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<!-- o <a href="https://youtu.be/8s0QC1MvdYg" target="_self">Video of lecture</a> -->
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<!-- o <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2024/NotesMarch19.pdf" target="_self">Whiteboard notes</a> --></li>
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<li> Reading recommendation: Goodfellow et al chapters 16 and 18.1 and 18.2. Chapter 17 gives a background to Monte Carlo Markov Chains.</li>
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<li> <a href="https://youtu.be/ez9SrGOTOjA" target="_self">Video of lecture</a></li>
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<li> <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesMarch27.pdf" target="_self">Whiteboard notes</a></li>
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</ol>
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doc/pub/week10/html/week10-reveal.html

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<p><li> Overview of generative models</li>
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<p><li> Probability distributions and Markov Chain Monte Carlo simulations</li>
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<p><li> If we get time, we end the lecture with Boltzmann machines and energy models</li>
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<p><li> Reading recommendation: Goodfellow et al chapters 16 and 18.1 and 18.2. Chapter 17 gives a background to Monte Carlo Markov Chains.
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<!-- o <a href="https://youtu.be/8s0QC1MvdYg" target="_blank">Video of lecture</a> -->
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<!-- o <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2024/NotesMarch19.pdf" target="_blank">Whiteboard notes</a> --></li>
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<p><li> Reading recommendation: Goodfellow et al chapters 16 and 18.1 and 18.2. Chapter 17 gives a background to Monte Carlo Markov Chains.</li>
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<p><li> <a href="https://youtu.be/ez9SrGOTOjA" target="_blank">Video of lecture</a></li>
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<p><li> <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesMarch27.pdf" target="_blank">Whiteboard notes</a></li>
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doc/pub/week10/html/week10-solarized.html

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<li> Overview of generative models</li>
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<li> Probability distributions and Markov Chain Monte Carlo simulations</li>
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<li> If we get time, we end the lecture with Boltzmann machines and energy models</li>
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<li> Reading recommendation: Goodfellow et al chapters 16 and 18.1 and 18.2. Chapter 17 gives a background to Monte Carlo Markov Chains.
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<!-- o <a href="https://youtu.be/8s0QC1MvdYg" target="_blank">Video of lecture</a> -->
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<!-- o <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2024/NotesMarch19.pdf" target="_blank">Whiteboard notes</a> --></li>
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<li> Reading recommendation: Goodfellow et al chapters 16 and 18.1 and 18.2. Chapter 17 gives a background to Monte Carlo Markov Chains.</li>
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<li> <a href="https://youtu.be/ez9SrGOTOjA" target="_blank">Video of lecture</a></li>
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<li> <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesMarch27.pdf" target="_blank">Whiteboard notes</a></li>
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doc/pub/week10/html/week10.html

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<li> Overview of generative models</li>
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<li> Probability distributions and Markov Chain Monte Carlo simulations</li>
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<li> If we get time, we end the lecture with Boltzmann machines and energy models</li>
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<li> Reading recommendation: Goodfellow et al chapters 16 and 18.1 and 18.2. Chapter 17 gives a background to Monte Carlo Markov Chains.
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<!-- o <a href="https://youtu.be/8s0QC1MvdYg" target="_blank">Video of lecture</a> -->
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<!-- o <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2024/NotesMarch19.pdf" target="_blank">Whiteboard notes</a> --></li>
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<li> Reading recommendation: Goodfellow et al chapters 16 and 18.1 and 18.2. Chapter 17 gives a background to Monte Carlo Markov Chains.</li>
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<li> <a href="https://youtu.be/ez9SrGOTOjA" target="_blank">Video of lecture</a></li>
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<li> <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesMarch27.pdf" target="_blank">Whiteboard notes</a></li>
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</ol>
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