A programming language designed to describe probabilistic models and then perform inference in those models. PPLs are closely related to graphical models and Bayesian networks, but are more expressive and flexible. Probabilistic programming represents an attempt to unify general purpose programming with probabilistic modeling.

A first look at Pyro

Pyro.ai feels like the most natural and easy to use PPL around.

WebPPL

Probabilistic programming in JavaScript. Fun an easy.

What is probabilistic programming?

Probabilistic programming in simple terms.