Release 0.19.0 · pyro-ppl/numpyro

What's Changed

Displaying CVAE figure example by @guspan-tanadi in #2011
Equinox Integration by @kylejcaron in #2005
fix(distributions.conjugate): support total_count_max in DirichletMultinomial distribution by @brendancooley in #2016
[Example ] Bayesian CUPED by @juanitorduz in #2018
[Typo] Add missing plus sign circular GP notebook by @juanitorduz in #2020
Reenable haiku tests by @tare in #2021
DOC: typo by @gdmcbain in #2023
Fixed parameter updates for sequence layers in nn modules by @kylejcaron in #2024
Avoid importing deprecated jax.util module by @jakevdp in #2025
matrix normal doc: correlation -> covariance by @mochar in #2027
refactor(infer.elbo): add type hints to elbo module by @brendancooley in #2028
Display plate name on error by @emmanuel-ferdman in #2033
fix(tests): fix for failing nested sampling unit tests by @Qazalbash in #2034
feat(gh-299): Type hints in distributions modules by @Qazalbash in #2032
feat: Dagum distribution by @Qazalbash in #2014
Adds support for passing initial value to transform by @tingiskhan in #2038
Allow scope divider in NNX and Equinox Random Modules by @juanitorduz in #2048
update numpyro version in tbip notebook by @juanitorduz in #2049
Handle renaming of pjit_p to jit_p by @tare in #2052
Fix typing_extensions import issue by @tare in #2054
Fix test to ensure compatibility with Flax 0.11 by @juanitorduz in #2057
Test against Python 3.13 by @juanitorduz in #2058
Update WishartCholesky.infer_shapes typing by @fehiepsi in #2059
Bump to 0.19.0 by @fehiepsi in #2060

Full Changelog: 0.18.0...0.19.0