This repository contains detailed hand derivations of the Kalman Filter (KF) equations. Implements a basic Kalman Filter in python, and using that implementation runs static and interactive tracking ...

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 filters, ...