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Morten Hjorth-Jensen
2023-09-28 14:41:17 +02:00
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<p><li> Stochastic Gradient descent with examples and automatic differentiation</li>
<p><li> <a href="https://youtu.be/" target="_blank">Video of lecture</a></li>
<p><li> <a href="https://youtu.be/bFRVuIJroHs" target="_blank">Video of lecture</a></li>
<p><li> Whiteboard notes TBA at <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep28.pdf" target="_blank"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep28.pdf</tt></a></li>
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<ul>
<li> Repetition of Logistic regression equations and classification problems and discussion of Gradient methods. Examples on how to implement Logistic Regression and discussion of stochastic gradient descent</li>
<li> Stochastic Gradient descent with examples and automatic differentiation</li>
<li> <a href="https://youtu.be/" target="_blank">Video of lecture</a></li>
<li> <a href="https://youtu.be/bFRVuIJroHs" target="_blank">Video of lecture</a></li>
<li> Whiteboard notes TBA at <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep28.pdf" target="_blank"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep28.pdf</tt></a></li>
<li> Readings and Videos:</li>
<ul>
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<ul>
<li> Repetition of Logistic regression equations and classification problems and discussion of Gradient methods. Examples on how to implement Logistic Regression and discussion of stochastic gradient descent</li>
<li> Stochastic Gradient descent with examples and automatic differentiation</li>
<li> <a href="https://youtu.be/" target="_blank">Video of lecture</a></li>
<li> <a href="https://youtu.be/bFRVuIJroHs" target="_blank">Video of lecture</a></li>
<li> Whiteboard notes TBA at <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep28.pdf" target="_blank"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep28.pdf</tt></a></li>
<li> Readings and Videos:</li>
<ul>
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!bblock Material for the lecture on Thursday September 28
* Repetition of Logistic regression equations and classification problems and discussion of Gradient methods. Examples on how to implement Logistic Regression and discussion of stochastic gradient descent
* Stochastic Gradient descent with examples and automatic differentiation
* "Video of lecture":"https://youtu.be/"
* "Video of lecture":"https://youtu.be/bFRVuIJroHs"
* Whiteboard notes TBA at URL:"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep28.pdf"
* Readings and Videos:
* These lecture notes