7 open source projects by probcomp

An embedded language for probabilistic programming and meta-programming.

A general-purpose probabilistic programming system with programmable inference

Docker file for building Gen and Jupyter notebooks for tutorials and case studies

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

A domain-general, Bayesian method for analyzing high-dimensional data tables

The Fast Loaded Dice Roller: A Near-Optimal Exact Sampler for Discrete Probability Distributions

Library of composable generative population models which serve as the modeling and inference backend of BayesDB.