NIPS2017competition

Python Data Science Handbook: full text in Jupyter Notebooks

A complete daily plan for studying to become a machine learning engineer.

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

? Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

A neural network that transforms a design mock-up into a static website.

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

The "Python Machine Learning (1st edition)" book code repository and info resource

Draw pretty maps from OpenStreetMap data! Built with osmnx +matplotlib + shapely

手写实现李航《统计学习方法》书中全部算法