correcting typos
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@@ -6,7 +6,7 @@ DATE: October 20, 2025
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===== Plans for week 43 =====
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!bblock Material for the lecture on Monday October 20, 2025
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o Reminder from last week, see lalso ecture notes from week 42 at URL:"https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/week42.html" as well as those from week 41, see see URL:"https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/week41.html".
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o Reminder from last week, see also lecture notes from week 42 at URL:"https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/week42.html" as well as those from week 41, see see URL:"https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/week41.html".
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o Building our own Feed-forward Neural Network.
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o Coding examples using Tensorflow/Keras and Pytorch examples. The Pytorch examples are adapted from Rashcka's text, see chapters 11-13..
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o Start discussions on how to use neural networks for solving differential equations (ordinary and partial ones). This topic continues next week as well.
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