Release 0.18.0 · pyro-ppl/numpyro

What's Changed

Remove cached plates from AutoGuide. by @tillahoffmann in #1976
Fix typo and tweak wording in get_dependencies() docs by @dylanhmorris in #1975
Navigate to our forum for discussions by @fehiepsi in #1978
Unify sample_posterior() signatures by @tare in #1979
Add guidelines for bug report and feature request by @fehiepsi in #1980
Make seed handler stateless by default by @fehiepsi in #1983
Update paths to data files by @fehiepsi in #1996
Add sum_sites option to sum loss over sites or return as dict. by @tillahoffmann in #1995
Improve rng default in the contrib/model.py module by @juanitorduz in #1992
Fix padding calculation by @tare in #1993
Apply init_to_median in unconstrained space. by @tillahoffmann in #1994
Fix tracer leak in hmc by @fehiepsi in #1985
Fix trace leakage in SL-DAIS by @fehiepsi in #1984
Mark xfail for leaked tracer tests by @fehiepsi in #1997
Fix tracer leak in svi with mutable state by @fehiepsi in #2001
Fix Memleak in ASVGD by @OlaRonning in #2003
Flax NNX integration by @juanitorduz in #1990
Pass value arg to optax, allowing use of reduce_on_plateau by @zmbc in #1974
Add CirculantNormal distribution. by @tillahoffmann in #1988
circulant gp notebook: minor improvements by @juanitorduz in #2004
Fix behavior of logdiffexp(jnp.inf, jnp.inf), add test that would have caught it. by @dylanhmorris in #2007
Port hierarchical multivariate forecasting model from Pyro to NumPyro by @juanitorduz in #2006
Bump to 0.18.0 by @fehiepsi in #2009

Full Changelog: 0.17.0...0.18.0