Search: [bayesian]

BayesPy – Bayesian Python — BayesPy v0.5.13 Documentation http://www.bayespy.org/

Wed 11 Apr 2018 03:27:37 PM PDT

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: Information Theory, Inference, and Learning Algorithms: The Book http://www.inference.phy.cam.ac.uk/mackay/itila/book.html

Tue 20 Mar 2018 02:47:57 AM PDT

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.

Bayesian Methods for Hackers https://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/

Tue 20 Mar 2018 12:20:34 AM PDT

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

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