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CamDavidsonPilon / Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
http://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/
MIT License
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Added Tensorflow Probability Implementation of Chapter 2 #408

Closed matthew-mcateer closed 5 years ago

matthew-mcateer commented 5 years ago

In addition to rewriting the code in Chapter 2 to make use of Tensorflow Probability (without any Pymc, scipy, and far less numpy), a lot of the text has been rewritten to reflect how models are built in Tensorflow Probability (using the loss functions, rather than the model interface in pymc)

CamDavidsonPilon commented 5 years ago

lgtm! Sorry about the delay!