Pyro

Pyro is a programming toolkit designed for probabilistic modeling and Bayesian inference, used primarily in machine learning. It allows users to create models that incorporate uncertainty and randomness, making it easier to analyze complex data and make predictions. Built on Python and leveraging modern computation frameworks like PyTorch, Pyro facilitates flexible and scalable statistical modeling, enabling researchers and developers to craft models that learn from data and quantify uncertainty, ultimately helping in decision-making processes across various scientific and engineering fields.