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jupyter-naas / awesome-notebooks

Data & AI Notebook templates catalog organized by tools, following the IMO (input, model, output) framework for easy usage and discovery..

Jupyter Notebook 2,752 460 Updated Oct 21, 2024

CamDavidsonPilon / Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

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 27,142 7,908 Updated Jun 25, 2024

marceloprates / prettymaps

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

Jupyter Notebook 11,467 540 Updated Jan 12, 2025

trekhleb / homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Jupyter Notebook 23,263 4,079 Updated Nov 12, 2024

kip-hart / MicroStructPy

Microstructure modeling, mesh generation, analysis, and visualization.

Python 80 20 Updated Dec 31, 2024