JupyterCAD

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 ;)

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

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

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

Machine Learning Toolkit for Kubernetes

JupyterLab computational environment.