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This repository contains the Python version of the R programs described in the great bookDoing bayesian data analysis (first edition) by John K. Kruschke (AKAthe 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 thePyMC3 module is used.

Thanks toBrian Naughton the code is also available as anIPython notebook

If you are interested on the PyMC3 code for the second edition of Doing bayesian data analysis, please check thisRepository.