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Morten Hjorth-Jensen
2022-10-07 15:34:04 +02:00
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@@ -103,7 +103,7 @@ For the reading assignments we use the following abbreviations:
- Lecture Thursday: Stochastic gradient descent, automatic differentiation and start discussion of feed-forward Neural Network code for regression and classification
- Video of Lecture at https://youtu.be/sCHiGSoG2lE
- Lecture Friday: Deep Learning and Neural Networks: the back propagation algorithm
- Video of Lecture at
- Video of Lecture at https://youtu.be/hDTtA7PRRfI
- Reading recommendations:
- See lecture notes for week 40 at https://compphysics.github.io/MachineLearning/doc/web/course.html.
- For neural networks we recommend Goodfellow et al chapters 6 and 7 and Bishop 5.1-5.4