probabilistic-programming-languages

Here are 3 public repositories matching this topic...

lawmurray / Birch

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

data-science machine-learning statistics machine-learning-algorithms bayesian-methods bayesian bayesian-inference bayesian-statistics monte-carlo-methods monte-carlo-sampling autodiff machine-learning-projects probabilistic-programming-languages

Updated Jan 31, 2025
C++

facebookresearch / pplbench

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Evaluation Framework for Probabilistic Programming Languages

benchmark ppl bayesian-logistic-regression probabilistic-programming-languages

Updated Jan 18, 2024
Python

chrlen / pure-probabilistic-programming

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

model-criticism probabilistic-models bayesian-models inference-compilation probabilistic-programming-languages

Updated Jan 4, 2021

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