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4 stars written in Jupyter Notebook
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aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Jupyter Notebook 26,518 7,839 Updated Jun 25, 2024

A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

Jupyter Notebook 11,034 516 Updated Jul 6, 2024

PyTorch tutorials.

Jupyter Notebook 7,984 3,979 Updated Jul 15, 2024

An educational demonstration of breaking the Enigma machine

Jupyter Notebook 451 86 Updated Aug 14, 2020