In artificial intelligence and cognitive science, the formal language of probabilistic reasoning and statistical ... Most students in the class will prefer to use python, and the tools we'll use are ...

In 2013, the U.S. Defense Advanced Research Projects Agency, an incubator of cutting-edge technology, launched a four-year program to fund probabilistic-programming research.

Pyro is a probabilistic programming framework created by Uber that is designed to bring together the best of both modern deep learning and Bayesian modeling. “Today’s announcement of Uber’s ...

It is a prototype of how a relatively novel form of programming, called probabilistic programming, could reduce the amount of code needed for such complex tasks. In one test of the new language ...

Prof. Thomas Hamelryck’s probabilistic programming group at the University of Copenhagen. The paper describes BIFROST, a novel predictive system based on deep probabilistic programming that ...

In a paper (“Gen: A General-Purpose Probabilistic Programming System with Programmable Inference“) presented this week at the Programming Language Design and Implementation Conference ...