probcomp

A general-purpose probabilistic programming system with programmable inference

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

An embedded language for probabilistic programming and meta-programming.

Optimal Approximate Sampling from Discrete Probability Distributions