Introduction to Machine Learning with Python

Code repository

Introduction to Machine Learning with Python:

Essential Concepts Using Python

by Andreas Muller and Sarah Guido

We recommend to use a conda environment to run the Python code.

conda install numpy scipy scikit-learn matplotlib ipython pandas imageio pillow graphviz python-graphviz
conda install nltk spacy

All source code was written with reference to that book.

Name		Name	Last commit message	Last commit date
Chapter1-Intro		Chapter1-Intro
Chapter2-supervised_learning		Chapter2-supervised_learning
Chapter3-Unsupervised_Learning		Chapter3-Unsupervised_Learning
Chapter4-feature engineering		Chapter4-feature engineering
Chapter5-model accuracy, model selection		Chapter5-model accuracy, model selection
images		images
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md