Probabilistic Programming in Anglican

David Tolpin, Jan-Willem van de Meent, Frank D. Wood

Abstract: Anglican is a probabilistic programming system designed to interoperate with Clojure and other JVM languages. We describe the implementation of Anglican and illustrate how its design facilitates both explorative and industrial use of probabilistic programming.