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Tools for carrying out Bayesian inference with Python. Uses Bayesian networks. Aims to be as extensible as possible. Only implements conjugate-exponential inference at this time.

David MacKay has put the textbook he wrote online for everyone to download in a variety of formats. If you find it useful, consider buying a copy.

A free book on computation and understanding-first, math-second Bayesian reasoning techniques for hackers. The book is free for download and reference.

Github: https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

Github: https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers