added video

Author: mhjensen

README.md

@@ -120,6 +120,9 @@ in addition to the lectures, we have often followed five main paths:
 - Autoencoders and PCA
 - Slides at https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/pub/week8/ipynb/week8.ipynb
 - Recommended reading Goodfellow et al chapter 14 for Autoenconders and Rashcka et al chapter 18
+- Video	of lecture at https://youtu.be/CvXcwXk5JRc
+- Whiteboard notes at https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesMarch13.pdf
+
 
 ## March 17-21: Autoencoders
 - Autoencoders and links with Principal Component Analysis. Discussion of AE implementations

doc/pub/week8/html/week8-bs.html

@@ -304,7 +304,9 @@ <h2 id="plans-for-the-week-march-10-14" class="anchor">Plans for the week March
 <ol>
 <li> RNNs and discussion of Long-Short-Term memory</li>
 <li> Start discussion of Autoencoders (AEs)</li>
-<li> Links between Principal Component Analysis (PCA) and AE
+<li> Links between Principal Component Analysis (PCA) and AE</li>
+<li> Video of lecture at <a href="https://youtu.be/CvXcwXk5JRc" target="_self"><tt>https://youtu.be/CvXcwXk5JRc</tt></a></li>
+<li> Whiteboard notes at <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesMarch13.pdf" target="_self"><tt>https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesMarch13.pdf</tt></a>
 <!-- o Discussion of specific examples relevant for project 1, <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/Projects/2023/ProjectExamples/RNNs.pdf" target="_self">see project from last year by Daniel and Keran</a> --></li>
 </ol>
 </div>

doc/pub/week8/html/week8-reveal.html

@@ -200,7 +200,9 @@ <h2 id="plans-for-the-week-march-10-14">Plans for the week March 10-14  </h2>
 <ol>
 <p><li> RNNs and discussion of Long-Short-Term memory</li>
 <p><li> Start discussion of Autoencoders (AEs)</li>
-<p><li> Links between Principal Component Analysis (PCA) and AE
+<p><li> Links between Principal Component Analysis (PCA) and AE</li>
+<p><li> Video of lecture at <a href="https://youtu.be/CvXcwXk5JRc" target="_blank"><tt>https://youtu.be/CvXcwXk5JRc</tt></a></li>
+<p><li> Whiteboard notes at <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesMarch13.pdf" target="_blank"><tt>https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesMarch13.pdf</tt></a>
 <!-- o Discussion of specific examples relevant for project 1, <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/Projects/2023/ProjectExamples/RNNs.pdf" target="_blank">see project from last year by Daniel and Keran</a> --></li>
 </ol>
 </div>

doc/pub/week8/html/week8-solarized.html

@@ -240,7 +240,9 @@ <h2 id="plans-for-the-week-march-10-14">Plans for the week March 10-14  </h2>
 <ol>
 <li> RNNs and discussion of Long-Short-Term memory</li>
 <li> Start discussion of Autoencoders (AEs)</li>
-<li> Links between Principal Component Analysis (PCA) and AE
+<li> Links between Principal Component Analysis (PCA) and AE</li>
+<li> Video of lecture at <a href="https://youtu.be/CvXcwXk5JRc" target="_blank"><tt>https://youtu.be/CvXcwXk5JRc</tt></a></li>
+<li> Whiteboard notes at <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesMarch13.pdf" target="_blank"><tt>https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesMarch13.pdf</tt></a>
 <!-- o Discussion of specific examples relevant for project 1, <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/Projects/2023/ProjectExamples/RNNs.pdf" target="_blank">see project from last year by Daniel and Keran</a> --></li>
 </ol>
 </div>

doc/pub/week8/html/week8.html

@@ -317,7 +317,9 @@ <h2 id="plans-for-the-week-march-10-14">Plans for the week March 10-14  </h2>
 <ol>
 <li> RNNs and discussion of Long-Short-Term memory</li>
 <li> Start discussion of Autoencoders (AEs)</li>
-<li> Links between Principal Component Analysis (PCA) and AE
+<li> Links between Principal Component Analysis (PCA) and AE</li>
+<li> Video of lecture at <a href="https://youtu.be/CvXcwXk5JRc" target="_blank"><tt>https://youtu.be/CvXcwXk5JRc</tt></a></li>
+<li> Whiteboard notes at <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesMarch13.pdf" target="_blank"><tt>https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesMarch13.pdf</tt></a>
 <!-- o Discussion of specific examples relevant for project 1, <a href="https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/Projects/2023/ProjectExamples/RNNs.pdf" target="_blank">see project from last year by Daniel and Keran</a> --></li>
 </ol>
 </div>