MIT Probabilistic Computing Project

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

probcomp

A general-purpose probabilistic programming system with programmable inference

probcomp

A domain-specific probabilistic programming language for scalable Bayesian data cleaning

probcomp

A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself. New implementation in http://github.com/probcomp/bayeslite

probcomp

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

probcomp

Gen learning material as Jupyter notebooks

probcomp

An embedded language for probabilistic programming and meta-programming.

probcomp

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

probcomp

Featherweight embedded probabilistic programming language and compositional inference programming library

probcomp

Automatically convert Julia methods to Gen functions.

probcomp