Nothing but NumPy:Understanding and Creating Binary Classification NNs

medium.com

1 pointDoofWarrior2 comments

I like the book "Data Science from Scratch" (2019) by Joel Grus, now in its 2nd edition, which implements algorithms in Python. But I wish the author used Numpy and implemented his own array classes, which I think is taking "from scratch" too far.

What is a good book or blog for machine learning Python algorithms building up from Numpy? The site mentioned in this post or something else?

Hey, author of the linked post here

The only other book I can think of is Andrew Trask's Grokking Deep Learning, but that book has many fundamental mistakes that I can't recommend it to anyone.

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