hgbrian / Doing_bayesian_data_analysis

Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Doing_bayesian_data_analysis

![Gitter](https://badges.gitter.im/Join Chat.svg)

This repository contains the Python version of the R programs described in the great book Doing bayesian data analysis (first edition) by John K. Kruschke (AKA the puppy book).

All the code is adapted from the Kruschke's book, except hpd.py that is taken (without modifications) from the PyMC project.

The name of the programs are the same used in the book, except they begin with a number indicating the chapter. All programs are written in Python and instead of BUGS/JAGS the PyMC3 module is used.

Thanks to Brian Naughton the code is also available as an IPython notebook

About

Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke


Languages

Language:Python 100.0%