Skip to content

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

Notifications You must be signed in to change notification settings

JQ-Chen/Doing_bayesian_data_analysis

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

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

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Python 100.0%