rogerzhanglijie / Machine-Learning-from-Scratch

Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.

Hands-On Machine Learning from Scratch

Interested in deeper understanding of Machine Learning algorithms? Implement them in Python from scratch:

Read the book here