jupyenv

Python Data Science Handbook: full text in Jupyter Notebooks

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 ;)

The fastai deep learning library

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

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

The fastai book, published as Jupyter Notebooks

Best Practices on Recommendation Systems

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

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

List of Data Science Cheatsheets to rule the world