NumPyro

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library 0.20.1 ·python
verified May 23, 2026

NumPyro is a probabilistic programming library that leverages JAX for automatic differentiation, JIT compilation, and GPU/TPU acceleration. It allows users to build and infer Bayesian models with a flexible and composable API inspired by Pyro. NumPyro is currently at version 0.20.1 and maintains a regular release cadence, often releasing minor versions monthly or bi-monthly with new features, bug fixes, and performance improvements.

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