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 ;)

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

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

PRML algorithms implemented in Python

Plain python implementations of basic machine learning algorithms

PyMC educational resources

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well …