probabilistic-programming-languages

There are 2 repositories under probabilistic-programming-languages topic.

lawmurray / Birch
A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.
autodiff bayesian bayesian-inference bayesian-methods bayesian-statistics data-science machine-learning machine-learning-algorithms machine-learning-projects monte-carlo-methods monte-carlo-sampling probabilistic-programming-languages statistics
Language:C++ 119
facebookresearch / pplbench
Evaluation Framework for Probabilistic Programming Languages
bayesian-logistic-regression benchmark ppl probabilistic-programming-languages
Language:Python 103
chrlen / pure-probabilistic-programming
This repository is a collection of publications related to probabilistic programming languages, probabilistic modelling, inference and criticism of probabilistic models.
probabilistic-programming-languages probabilistic-models inference-compilation model-criticism bayesian-models
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