1.4

What's Changed

• Thin kernel and sampling algorithm by @hsimonfroy in #791
• Fix typo in comment about transition by @theorashid in #804
• Add ipython explicitly to requirement. by @junpenglao in #809
• Implement the Late Adjusted Parallel Sampler (LAPS) by @reubenharry in #806
• Modernize BlackJAX for JAX 0.9.x compatibility by @junpenglao in #815
• Fix ESS-target comparison in adaptive persistent sampling solver by @thomasckng in #811
• Fix inner kernel tuning initialization for compatibility with persistent SMC by @thomasckng in #810
• Phase 5: adopt jax.tree module and jax.Array annotations by @junpenglao in #816
• Replace jaxopt with optax for L-BFGS optimization by @junpenglao in #817
• Align Pathfinder with VIAlgorithm and fix VIAlgorithm docstring by @junpenglao in #818
• Add JIT-compatible PSIS weights utility by @junpenglao in #819
• Add multi-path Pathfinder variational inference by @junpenglao in #820
• Align psis_weights with Vehtari et al. (2017) Algorithm 1 by @junpenglao in #821
• Bump pypa/gh-action-pypi-publish from 1.4.2 to 1.13.0 in /.github/workflows by @dependabot[bot] in #822
• Make marginal_latent_gaussian PyTree compatible by @junpenglao in #823
• Docstring completeness and naming consistency cleanup by @junpenglao in #824
• Improve test suite: consistency, coverage, and speed by @junpenglao in #825

New Contributors

• @theorashid made their first contribution in #804
• @thomasckng made their first contribution in #811
• @dependabot[bot] made their first contribution in #822

Full Changelog: 1.3...1.4