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NumPyro is a probabilistic programming library built on JAX that provides automatic differentiation and GPU/TPU support for Bayesian inference. It offers a wide range of inference algorithms, including Hamiltonian Monte Carlo and variational inference, along with tools for building and analyzing complex statistical models.
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