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Starred repositories

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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 28,350 7,956 Updated Jun 25, 2024

๐Ÿ’ฟ Free software that works great, and also happens to be open-source Python.

Jupyter Notebook 17,612 2,718 Updated Apr 25, 2025

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: ๐Ÿ‡บ๐Ÿ‡ธ ๐Ÿ‡จ๐Ÿ‡ณ ๐Ÿ‡ฏ๐Ÿ‡ต ๐Ÿ‡ฎ๐Ÿ‡น ๐Ÿ‡ฐ๐Ÿ‡ท ๐Ÿ‡ท๐Ÿ‡บ ๐Ÿ‡ง๐Ÿ‡ท ๐Ÿ‡ช๐Ÿ‡ธ

Jupyter Notebook 16,086 1,373 Updated Sep 7, 2023

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

Jupyter Notebook 12,067 578 Updated Aug 31, 2025

An educational software system of a tiny self-compiling C compiler, a tiny self-executing RISC-V emulator, and a tiny self-hosting RISC-V hypervisor.

Jupyter Notebook 2,477 333 Updated Dec 17, 2025

A tiny 1000 line LLVM-based numeric specializer for scientific Python code.

Jupyter Notebook 411 50 Updated Jan 2, 2022

An electronic simulation library written in pure Python

Jupyter Notebook 206 79 Updated Jul 26, 2021
Jupyter Notebook 55 15 Updated Feb 13, 2025

known pyramids of Ancient Egypt using python + OpenStreetMap

Jupyter Notebook 12 3 Updated Jun 5, 2023

Some experiments trying to understand the underlying crypto behind 802.11

Jupyter Notebook 9 1 Updated Jan 29, 2017