Pyro is a flexible, scalable deep probabilistic programming library built on PyTorch. Notably, it was designed with these principles in mind: Pyro was originally developed at Uber AI and is now ...

In this tutorial we will review the basics of inference with probabilistic models, the more recent "deep" probabilistic models and how to implement them using the Pyro probabilistic programming ...