theMLbook

Why we included this project

Reading about a machine learning algorithm and watching it actually work are different things, and this repository is the bridge for The Hundred-Page Machine Learning Book. It holds the Python scripts that reproduce the book's illustrations, so after finishing a chapter you can tweak a parameter, re-run a plot, and see how the algorithm's output changes rather than taking the printed figure at face value. Instructors will find ready-made live demos for the classroom, and self-learners who like to keep code open next to the prose get a natural study setup. The scripts run on their own too, so even without buying the book the repo works as a compact set of worked machine learning examples.