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8 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 28,474 7,947 Updated Jun 25, 2024

Text and code for the second edition of Think Bayes, by Allen Downey.

Jupyter Notebook 2,005 1,538 Updated Jan 12, 2026

Low-Cost Open Source Ventilator or PAPR

Jupyter Notebook 1,665 231 Updated Jun 23, 2020

DIY Alexa

Jupyter Notebook 602 201 Updated Dec 7, 2023

I gave a series of lectures on Ollama. Find the slides and code examples here.

Jupyter Notebook 19 3 Updated Dec 11, 2024

Python Jupyter Notebooks.

Jupyter Notebook 3 2 Updated May 2, 2022

Adapted Jupyter Notebooks to go along with Computerphile's "Data Analysis with Dr Mike Pound" playlist on Youtube

Jupyter Notebook 1 Updated Feb 11, 2025