0.9.1

New Features

• New distributions: AsymmetricLaplace and AsymmetricLaplaceQuantile for quantile regression.
• New tutorials and examples:
  • Bayesian neural network with SteinVI
  • Deep markov model inferred using SteinVI
  • Zero-Inflated Poisson regression model

Enhancements and Bug Fixes

• #1320 Fix provenance logic for numpyro.render_model
• #1330 Fix vectorize sampling for sites with size=0
• #1331 Allow nested params in SteinVI
• #1333 Reduce memory consumption for SteinVI
• #1325 Fix compat MCMC signature

Thanks, @Vinnie-Palazeti, @wataruhashimoto52, @hessammehr, @OlaRonning, @d-diaz!