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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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Created TFP Implementation of Chapter 6 #415

Closed matthew-mcateer closed 5 years ago

matthew-mcateer commented 5 years ago

The final Chapter of the book, Chapter 6, has finally been reimplemented in Tensorflow Probability. This includes a rewrite of the bayesian bandits class to make use of TFP instead of Numpy. The images are also in a much MUCH higher resolution than the Pymc2 or Pymc3 versions of Chapter 6.

matthew-mcateer commented 5 years ago

@CamDavidsonPilon This is the very last chapter of the Tensorflow Probability Implementation.

CamDavidsonPilon commented 5 years ago

Nice - I didn't pull it locally to test (experience some strange git problems), but I read the updated jupyter notebook in GH.

👏this is a great accomplishment!