Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

Notes for Fastai Deep Learning Course

This is the native Python implementation of CPT(compact Prediction Tree)

Cloud Native Presentation Slides with Jupyter Notebook + Reveal.js

Codes related to various ML Hackathons

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 the new edition:

A curated list of awesome Machine Learning frameworks, libraries and software.

Materials for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

Warning: This project does not have any current developer. See bellow.

Command line utilities for data analysis

Recipes for using Python's pandas library

Python best practices guidebook, written for humans.

The Open edX LMS & Studio, powering education sites around the world!