What is Pyro?

Pyro is a universal probabilistic programming language written in Python and backed by PyTorch. It enables researchers and developers to build complex probabilistic models and perform inference using variational inference and Markov chain Monte Carlo (MCMC) methods. It is commonly used for Bayesian modeling, deep probabilistic learning, and statistical inference in fields like machine learning, artificial intelligence, and scientific modeling.