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Morten Hjorth-Jensen
2022-10-21 15:47:58 +02:00
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@@ -125,7 +125,7 @@ For the reading assignments we use the following abbreviations:
- Lecture Thursday: Discussion of Neural Network calculations and tensorflow. Solving differential equations with neural networks
- Video of Lecture at https://youtu.be/MdYT6uwOkT0
- Lecture Friday: Convolutional Neural Networks and classification problems
- Video of Lecture at
- Video of Lecture at https://youtu.be/3bDkrB-E7cU
- Reading recommendations:
- See lecture notes for week 42 at https://compphysics.github.io/MachineLearning/doc/web/course.html.
- For neural networks we recommend Goodfellow et al chapters 6 and 7. For CNNs, see Goodfellow et al chapter 9. See also chapter 11 and 12 on practicalities and applications