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Morten Hjorth-Jensen
2025-10-14 06:41:22 +02:00
parent 743d9d24f8
commit 317476c0bf
7 changed files with 400 additions and 1243 deletions
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doc/pub/week42/html/._week42-bs002.html
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@@ -468,9 +468,9 @@ MathJax.Hub.Config({
<div class="panel-body">
<!-- subsequent paragraphs come in larger fonts, so start with a paragraph -->
<ol>
<li> These lecture notes
<!-- o <a href="https://youtu.be/7B2F35gNj2Y" target="_self">Video of lecture</a> -->
<!-- o <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesOct14.pdf" target="_self">Whiteboard notes</a> --></li>
<li> These lecture notes</li>
<li> Video of lecture at <a href="https://youtu.be/eqyNrEYRXnY" target="_self"><tt>https://youtu.be/eqyNrEYRXnY</tt></a></li>
<li> Whiteboard notes at <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek42.pdf" target="_self"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek42.pdf</tt></a></li>
<li> For a more in depth discussion on neural networks we recommend Goodfellow et al chapters 6 and 7. For the optimization part, see chapter 8.</li>
<li> Neural Networks demystified at <a href="https://www.youtube.com/watch?v=bxe2T-V8XRs&list=PLiaHhY2iBX9hdHaRr6b7XevZtgZRa1PoU&ab_channel=WelchLabs" target="_self"><tt>https://www.youtube.com/watch?v=bxe2T-V8XRs&list=PLiaHhY2iBX9hdHaRr6b7XevZtgZRa1PoU&ab_channel=WelchLabs</tt></a></li>
<li> Building Neural Networks from scratch at <a href="https://www.youtube.com/watch?v=Wo5dMEP_BbI&list=PLQVvvaa0QuDcjD5BAw2DxE6OF2tius3V3&ab_channel=sentdex" target="_self"><tt>https://www.youtube.com/watch?v=Wo5dMEP_BbI&list=PLQVvvaa0QuDcjD5BAw2DxE6OF2tius3V3&ab_channel=sentdex</tt></a></li>
doc/pub/week42/html/week42-reveal.html
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@@ -209,9 +209,9 @@ MathJax.Hub.Config({
<b></b>
<p>
<ol>
<p><li> These lecture notes
<!-- o <a href="https://youtu.be/7B2F35gNj2Y" target="_blank">Video of lecture</a> -->
<!-- o <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesOct14.pdf" target="_blank">Whiteboard notes</a> --></li>
<p><li> These lecture notes</li>
<p><li> Video of lecture at <a href="https://youtu.be/eqyNrEYRXnY" target="_blank"><tt>https://youtu.be/eqyNrEYRXnY</tt></a></li>
<p><li> Whiteboard notes at <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek42.pdf" target="_blank"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek42.pdf</tt></a></li>
<p><li> For a more in depth discussion on neural networks we recommend Goodfellow et al chapters 6 and 7. For the optimization part, see chapter 8.</li>
<p><li> Neural Networks demystified at <a href="https://www.youtube.com/watch?v=bxe2T-V8XRs&list=PLiaHhY2iBX9hdHaRr6b7XevZtgZRa1PoU&ab_channel=WelchLabs" target="_blank"><tt>https://www.youtube.com/watch?v=bxe2T-V8XRs&list=PLiaHhY2iBX9hdHaRr6b7XevZtgZRa1PoU&ab_channel=WelchLabs</tt></a></li>
doc/pub/week42/html/week42-solarized.html
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@@ -395,9 +395,9 @@ MathJax.Hub.Config({
<b></b>
<p>
<ol>
<li> These lecture notes
<!-- o <a href="https://youtu.be/7B2F35gNj2Y" target="_blank">Video of lecture</a> -->
<!-- o <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesOct14.pdf" target="_blank">Whiteboard notes</a> --></li>
<li> These lecture notes</li>
<li> Video of lecture at <a href="https://youtu.be/eqyNrEYRXnY" target="_blank"><tt>https://youtu.be/eqyNrEYRXnY</tt></a></li>
<li> Whiteboard notes at <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek42.pdf" target="_blank"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek42.pdf</tt></a></li>
<li> For a more in depth discussion on neural networks we recommend Goodfellow et al chapters 6 and 7. For the optimization part, see chapter 8.</li>
<li> Neural Networks demystified at <a href="https://www.youtube.com/watch?v=bxe2T-V8XRs&list=PLiaHhY2iBX9hdHaRr6b7XevZtgZRa1PoU&ab_channel=WelchLabs" target="_blank"><tt>https://www.youtube.com/watch?v=bxe2T-V8XRs&list=PLiaHhY2iBX9hdHaRr6b7XevZtgZRa1PoU&ab_channel=WelchLabs</tt></a></li>
<li> Building Neural Networks from scratch at <a href="https://www.youtube.com/watch?v=Wo5dMEP_BbI&list=PLQVvvaa0QuDcjD5BAw2DxE6OF2tius3V3&ab_channel=sentdex" target="_blank"><tt>https://www.youtube.com/watch?v=Wo5dMEP_BbI&list=PLQVvvaa0QuDcjD5BAw2DxE6OF2tius3V3&ab_channel=sentdex</tt></a></li>
doc/pub/week42/html/week42.html
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@@ -472,9 +472,9 @@ MathJax.Hub.Config({
<b></b>
<p>
<ol>
<li> These lecture notes
<!-- o <a href="https://youtu.be/7B2F35gNj2Y" target="_blank">Video of lecture</a> -->
<!-- o <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesOct14.pdf" target="_blank">Whiteboard notes</a> --></li>
<li> These lecture notes</li>
<li> Video of lecture at <a href="https://youtu.be/eqyNrEYRXnY" target="_blank"><tt>https://youtu.be/eqyNrEYRXnY</tt></a></li>
<li> Whiteboard notes at <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek42.pdf" target="_blank"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek42.pdf</tt></a></li>
<li> For a more in depth discussion on neural networks we recommend Goodfellow et al chapters 6 and 7. For the optimization part, see chapter 8.</li>
<li> Neural Networks demystified at <a href="https://www.youtube.com/watch?v=bxe2T-V8XRs&list=PLiaHhY2iBX9hdHaRr6b7XevZtgZRa1PoU&ab_channel=WelchLabs" target="_blank"><tt>https://www.youtube.com/watch?v=bxe2T-V8XRs&list=PLiaHhY2iBX9hdHaRr6b7XevZtgZRa1PoU&ab_channel=WelchLabs</tt></a></li>
<li> Building Neural Networks from scratch at <a href="https://www.youtube.com/watch?v=Wo5dMEP_BbI&list=PLQVvvaa0QuDcjD5BAw2DxE6OF2tius3V3&ab_channel=sentdex" target="_blank"><tt>https://www.youtube.com/watch?v=Wo5dMEP_BbI&list=PLQVvvaa0QuDcjD5BAw2DxE6OF2tius3V3&ab_channel=sentdex</tt></a></li>
doc/pub/week42/ipynb/ipynb-week42-src.tar.gz
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doc/pub/week42/ipynb/week42.ipynb
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doc/src/week42/week42.do.txt
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@@ -12,7 +12,7 @@ o Project 2 is available at URL:"https://github.com/CompPhysics/MachineLearning/
===== Readings and videos =====
!bblock
o These lecture notes
o Video of lecture at URL:""
o Video of lecture at URL:"https://youtu.be/eqyNrEYRXnY"
o Whiteboard notes at URL:"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2025/FYSSTKweek42.pdf"
o For a more in depth discussion on neural networks we recommend Goodfellow et al chapters 6 and 7. For the optimization part, see chapter 8.
o Neural Networks demystified at URL:"https://www.youtube.com/watch?v=bxe2T-V8XRs&list=PLiaHhY2iBX9hdHaRr6b7XevZtgZRa1PoU&ab_channel=WelchLabs"