Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
Bayesian Data Analysis demos for Python
Enables the use of Stata together with Python via Jupyter (IPython) notebooks.
General statistics, mathematical programming, and numerical/scientific computing scripts and note...
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming app...
Statistical Rethinking (2nd ed.) with NumPyro
A python tutorial on bayesian modeling techniques (PyMC3)
Bayesian Analysis with Python (Second Edition)
Python functions for Customer Analytics at the Rady School of Management (RSM)
Bayesian Modeling and Probabilistic Programming in Python
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
Notes for the "Introduction to Programming for Data Science" class
A Jupyter kernel for Stata built on pystata
🚚 Easy to use python package for rapid experimentation on the classic travelling salesman problem...
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.