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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 28,456 7,929 Updated Jun 25, 2024

Draw pretty maps from OpenStreetMap data! Built with osmnx +matplotlib + shapely

Jupyter Notebook 12,224 591 Updated Aug 31, 2025

A complete course for learning Bitcoin programming and usage from the command

Jupyter Notebook 3,426 826 Updated Mar 27, 2026

LambdaClass statistics, machine learning and data science etudes

Jupyter Notebook 12 1 Updated Jan 19, 2024