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GitHub topics: probabilistic-programming-languages

lawmurray/Birch

A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.

Language: C++ - Size: 13.2 MB - Last synced at: 25 days ago - Pushed at: 3 months ago - Stars: 115 - Forks: 14

facebookresearch/pplbench

Evaluation Framework for Probabilistic Programming Languages

Language: Python - Size: 4.41 MB - Last synced at: 21 days ago - Pushed at: over 1 year ago - Stars: 100 - Forks: 21

chrlen/pure-probabilistic-programming

This repository is a collection of publications related to probabilistic programming languages, probabilistic modelling, inference and criticism of probabilistic models.

Size: 128 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

Related Keywords
probabilistic-programming-languages 3 probabilistic-models 1 model-criticism 1 inference-compilation 1 bayesian-models 1 ppl 1 benchmark 1 bayesian-logistic-regression 1 statistics 1 monte-carlo-sampling 1 monte-carlo-methods 1 machine-learning-projects 1 machine-learning-algorithms 1 machine-learning 1 data-science 1 bayesian-statistics 1 bayesian-methods 1 bayesian-inference 1 bayesian 1 autodiff 1