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Morten Hjorth-Jensen
2022-10-19 06:53:30 +02:00
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@@ -9,7 +9,8 @@ DATE: today
* Thursday: Building our own Feed-forward Neural Network and discussion of project 2.
* "Video of lecture":"https://youtu.be/yzbxJI6LgL0"
* Friday: Playing around with our own Feed-forward Neural Network and introduction to TensorFlow. Solving differential equations with neural networks.
* "Video of lecture":"https://youtu.be/CPj4mh7M9no
"
Reading suggestions for both days: These notes, "Aurelien Geron's chapters 10-11":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/TensorflowML.pdf".
For a more in depth discussion on neural networks we recommend Goodfellow et al chapters 6 and 7. Bishop's chapter 5 on Neural Networks is an additional good read.