https://github.com/blackjax-devs/blackjax
A sampling library built with JAX, focused on ease of use, speed and modularity. Implements samplers in the HMC family (including NUTS) as well as gradient-based algorithms like the Metropolis-Adjusted Langevin Algorithm and Stochastic Gradient Langevin Dynamics.