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 ;)

Data and code behind the articles and graphics at FiveThirtyEight

Portfolio and risk analytics in Python

Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

A high performance implementation of HDBSCAN clustering.

Search inside YouTube videos using natural language

Coursera Machine Learning - Python code

Tutorial Sessions for SciPy Con 2019

Proving Ground: Tools for Automated Mathematics

Overview and tutorial of the LangChain Library

Three eDSLs talk for NEScala 2020