Pyro 1.9.1 is released with a Lévy Stable.log_prob(), a WeighedPredictive, PyroModuleList, bug fixes, and improved type hints. Thanks to @eteq, Dario Coscia, Martin Bubel, Ben Zickel, Kipper Fletez-Brant, and others!
Deep Universal Probabilistic Programming in PyTorch & JAX
Joined February 2021
- NumPyro 0.15.0 is released with new contrib modules, including Stochastic Support from @TimReichelt3, Hilbert Space Gaussian Processes Approximation from @juanitorduz, new distributions & enhancements from @tillahoffmann and others. Check the changelog at
- Pyro 1.9 is released, adding type hints by @ordabayevy, a Zuko normalizing flows tutorial by @FrancoisRozet, a simple RandomWalkKernel, new tutorials, and many bug fixes.
- How do you use Pyro/NumPyro? Let us know at
- NumPyro 0.13.0 is released with several enhancements and bug fixes. Pytree Distribution has a new design that makes it work under jax.vmap, thanks to @PierreGlaser.

