0.14.0

Breaking change: Predictive will try to avoid recomputing "deterministic" sites if it is provided in posterior_samples. Those deterministic sites are excluded in the previous releases.

What's Changed

• Add AutoGuideList by @tare in #1644
• Require sample_shape passed as keyword argument to AutoGuides by @tare in #1659
• correct event_dim use by @deoxyribose in #1661
• Allow substitute deterministic sites by @fehiepsi in #1664
• Tutorial on Automatic Partial centering of model using LocScaleReparam by @Madhav-Kanda in #1663
• Added kl_divergence for multivariate normals by @lumip in #1654
• Support multi sample guides in Trace_ELBO by @fehiepsi in #1666
• Reference AutoGuideList in docs by @tare in #1669
• fix init_params bug in hmcgibbs by @amifalk in #1673
• Kumaraswamy distribution bug fixes by @e-pet in #1675
• Allow AutoSemiDAIS to work without global variable by @fehiepsi in #1665
• Update continuous.py by @etymology in #1679
• Fix intersphinx issues by @fehiepsi in #1680
• Avoid Kumaraswamy numerical issues by @fehiepsi in #1681
• Enforce supported python version in setup.py by @pierreglaser in #1687
• Fix faulty interaction between jax.vmap and validate_args=True by @pierreglaser in #1686
• Use Cholesky decomp instead of inverting kernel by @DanWaxman in #1688
• Make possible to fix the number of LF steps and tune the step size by @yayami3 in #1698
• Support scan for Trace_ELBO by @deoxyribose in #1693
• Add ruff support by @juanitorduz in #1700
• Hot fix: remove version requirement by @juanitorduz in #1703
• Remove setup.cfg by @juanitorduz in #1704
• Support optional pre-commit hooks by @juanitorduz in #1705
• transfer_states_to_host convenience function by @amifalk in #1707
• Change case to render graph for conditioned nodes. by @yayami3 in #1711
• Add isort (ruff) by @juanitorduz in #1718
• remove upper bound sphinx by @juanitorduz in #1721
• Improve current ruff rules by @juanitorduz in #1720
• Fix links in examples and tutorials by @fehiepsi in #1722
• Fix sidebar not displayed properly on phone by @fehiepsi in #1723
• Add two ensemble sampling methods by @amifalk in #1692
• fix elbo normalization with multi_sample_guide=True by @danielward27 in #1728
• Raise NotImplementedError rather than return it. by @tillahoffmann in #1732
• Support forward mode differentiation for SVI by @juanitorduz in #1731
• fixing nested_sampling.py by @renecotyfanboy in #1738
• Add auto-batched (low-rank) multivariate normal guides. by @tillahoffmann in #1737
• Implementation of DCC inference algorithm by @treigerm in #1715
• Fix for pickling an MCMC object with HMCGibbs (and MixedHMC) samplers and parallel chains by @msaintja in #1746
• Factored out HMCECS proxies to contrib by @OlaRonning in #1748
• Add median to batched auto-guides. by @tillahoffmann in #1749
• Address jax-ml/jax#19885 for numpyro. by @tillahoffmann in #1743
• Fix ECS to work with Haiku by @OlaRonning in #1750
• Add github action for releasing by @fehiepsi in #1736
• Bump to 0.14.0 by @fehiepsi in #1735

New Contributors

• @amifalk made their first contribution in #1673
• @e-pet made their first contribution in #1675
• @etymology made their first contribution in #1679
• @DanWaxman made their first contribution in #1688
• @juanitorduz made their first contribution in #1700
• @danielward27 made their first contribution in #1728
• @tillahoffmann made their first contribution in #1732
• @renecotyfanboy made their first contribution in #1738
• @treigerm made their first contribution in #1715
• @msaintja made their first contribution in #1746

Full Changelog: 0.13.2...0.14.0