0.10.0

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)

Enhancements and Bug Fixes

• #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