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by twiecki 4114 days ago
The book is based on PyMC2, a Python module for Bayesian inference: http://pymc-devs.github.io/pymc/

PyMC3 is nearing the first beta release and is a complete rewrite that's using Theano to add just-in-time-compilation as well as support for next-generation sampling methods like Hamiltonian Monte Carlo (e.g. NUTS): http://pymc-devs.github.io/pymc3/