This program is based on using normal influence diagrams as described in Kenley's doctoral dissertation (Kenley, Chapter 2) to perform optimal filtering and prediction for linear multistage processes ...

Introductory text for Kalman and Bayesian filters. All code is written in Python, and the book itself is written using Jupyter Notebook so that you can run and modify the code in your browser. What ...