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by cscheid 2600 days ago
Hm. I just finished teaching an ML course where all of the assignments were pure Python (on purpose, so students would actually have the chance to see all of the code). One of the assignments included implementing reverse-mode autodiff and a NN classifier on top. It can be done in ~600 lines of clear python, serious!
1 comments

Which course?
https://cscheid.net/courses/spr19/csc665/

The assignments are not directly available, but my email is easy to find.