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I’ve been slowly building a collection of pure-NumPy (and a little SciPy) implementations of various ML models + building blocks to use for quick reference. The project has mostly been a fun thing for me to do in my spare time (hence the strange collection of models), though I hope it might also be useful for others interested in bare-bones implementations of particular models / ideas.
https://github.com/ddbourgin/numpy-ml
I’m sure there’s a ton that can be improved / made clearer. Alternatively, if you have models of your own that would be a good fit, PRs are welcome 🙂
submitted by /u/dancepm
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