https://github.com/roma-glushko/numpy-katas
🧮 Exercises to sharp scientific computations with Numpy
https://github.com/roma-glushko/numpy-katas
katas numpy
Last synced: 2 months ago
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🧮 Exercises to sharp scientific computations with Numpy
- Host: GitHub
- URL: https://github.com/roma-glushko/numpy-katas
- Owner: roma-glushko
- Created: 2021-02-26T09:18:22.000Z (over 4 years ago)
- Default Branch: master
- Last Pushed: 2021-11-14T14:30:27.000Z (almost 4 years ago)
- Last Synced: 2025-04-06T06:20:48.957Z (6 months ago)
- Topics: katas, numpy
- Language: Jupyter Notebook
- Homepage:
- Size: 74.2 KB
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: readme.md
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README
# Numpy Katas
`numpy-katas` is a growing collection of machine learning and probabilistic models and algorithms
written exclusively in `NumPy` and the Python `standard library`.
The purpose of the project is to provide reference implementations of common
machine learning components for sharping your ML skills and cracking interviews.
## References
- https://numpy.org/devdocs/user/quickstart.html
- https://github.com/rougier/numpy-100
- https://betterprogramming.pub/numpy-illustrated-the-visual-guide-to-numpy-3b1d4976de1d
- https://github.com/ddbourgin/numpy-ml/tree/master/numpy_ml