tech-python-pymc3

Official documents

Book:

Probabilistic Programming & Bayesian Methods for Hackers (Version 0.1)

PyMC3 is a Python library for programming Bayesian analysis [3]. It is a fast, well-maintained library. The only unfortunate part is that its documentation is lacking in certain areas, especially those that bridge the gap between beginner and hacker. One of this book’s main goals is to solve that problem, and also to demonstrate why PyMC3 is so cool.

We assign them to PyMC3’s stochastic variables, so-called because they are treated by the back end as random number generators.