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3 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 28,240 7,949 Updated Jun 25, 2024

Causal Inference and Discovery in Python by Packt Publishing

Jupyter Notebook 942 327 Updated Nov 11, 2025

Figures and code examples from Bayesian Analysis with Python (third edition)

Jupyter Notebook 220 77 Updated Aug 26, 2025