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

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 ;)

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

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

Microstructure modeling, mesh generation, analysis, and visualization.