Skip to content

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

Notifications You must be signed in to change notification settings

rouseguy/Statistical-Rethinking-with-Python-and-PyMC3

 
 

Repository files navigation

Statistical Rethinking with Python and PyMC3

Gitter

Statistical Rethinking is an incredible good introductory book to Bayesian Statistics, its follows a Jaynesian and practical approach with very good examples and clear explanations.

In this repository we are (slowly) porting the examples in the book to PyMC3. We are trying to keep the examples as close as possible to those in the book, while at the same time we are trying to express them in the most Pythonic and PyMC3onic way we can.

All contributions are welcome!

Feel free to send PR to fix errors, improve the code or made comments that could help the user of this repository and readers of the book. Chapter 1-4 and 7 are already ported. Check the issues list to see which chapter are already assigned, or where we need help.

If you want to contribute with an entire chapter or a big section, please check the issues tracker to see which chapters are not assigned yet and need contributors. You can also chat with us Gitter

About

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Jupyter Notebook 100.0%