probabilistic-programming topic

C++ Bloom Filter Library https://www.partow.net/programming/bloomfilter/index.html

ArashPartow

Monadic effects and equational reasonig in Coq

affeldt-aist

Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.

rlouf

Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

AlexIoannides

Bayesian Inference and parameter estimation in quant finance.

AlexIoannides

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

bharathgs

BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself.

probcomp

Probabilistic language based on pattern matching and constraint propagation, 153 examples

mxgmn

Deep universal probabilistic programming with Python and PyTorch

pyro-ppl

Bayesian Modeling and Probabilistic Programming in Python

pymc-devs