Release 0.10.0 · pyro-ppl/numpyro

New Features

#1394 New distribution Conditional Autoregressive CAR (thanks to @theorashid)
#1434 New flexible auto guides for models with both global and local latent variables: AutoSemiDAIS and AutoSurrogateLikelihoodDAIS
#1429 New example: Conditional Variational Autoencoder in Flax (thanks to @dirmeier)

#1401 Fix obs argument is not respected when sample primitive is not executed under any handler (thanks to @gcskoenig)
#1412 TraceGraph_ELBO implementation using provenance tracking
#1418 Fix SA sampler cannot be run in parallel chains
#1419 Fix categorical sampler occasionally generate out-of-support samples
#1436 Allow to use potential_fn in BarkerMH
#1437 Fix for AutoMultivariateNormal.get_posterior method return incorrect distribution (thanks to @xidulu)
#1444 Promote shapes for observed variables inside scan's transition function
#1443 Consider the time dimension of markov models with history=0 as plate
#1441 More stable check for corr_cholesky constraint
#1400 Fix SineBivariateVonMises sampler