This repository provides a self-contained MATLAB library of machine learning algorithms corresponding to the content of Bishop’s PRML textbook. It includes implementations of clustering, classification, regression, dimensionality reduction, and probabilistic models with a focus on code clarity and educational use. The library prioritizes succinct, efficient, and well-commented code that syncs with the book’s mathematical notation.