Python programs, usually short, of considerable difficulty, to perfect particular skills.

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

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

Automatic extraction of relevant features from time series:

Official Code for Stable Cascade

Brushing and linking for big data

Creating fun photomosaics, GIFs, and murals from your family pictures using ML & similarity search

A global community dataset for large-sample hydrology

Python scripts connected to Strogatz's nonlinear dynamics and chaos theory text.