numpyro

NumPyro is a probabilistic programming library that leverages JAX for automatic differentiation and GPU/TPU/CPU compatibility. It serves as a NumPy backend for Pyro, a universal probabilistic programming language written in Python. NumPyro's lightweight design makes it suitable for research prototyping and for deployment in large-scale production environments.