Algorithms for Computer vision model learning Inference

This document accompanies the book \Computer vision: models, learning, and inference" by Simon J.D. Prince. It contains concise descriptions of almost all of the models and algorithms in the book. The goal is to provide sufficient information to implement a naive version of each method.