Blackjax v1.1.0

New Features Highlights

• ChEES-HMC
• MCLMC sampler
• Riemannian Manifold HMC sampler

What's Changed

• Add Governance and Code of Conduct by @junpenglao in #570
• bump github action version by @junpenglao in #573
• Documentation clean up by @junpenglao in #572
• Check only for negative divergences by @jdehning in #574
• Update requirements-doc.txt by @junpenglao in #578
• Refactor divergence check to each sampler by @junpenglao in #579
• Dynamic HMC by @albcab in #580
• Adjusts for the fact that IRMH proposal might not be symmetric by @ciguaran in #581
• Document how particles should be represented in SMC by @ciguaran in #582
• Add adaptation on HMC trajectory length to increase the expected Change in the Estimator of the Expected Square (ChEES-HMC) by @albcab in #421
• Update chees_adaptation.py by @junpenglao in #583
• ghmc dev by @williwilliams3 in #585
• EuclideanIntegrator -> Integrator by @albcab in #588
• Refactor integrators.py to make it more general. by @junpenglao in #589
• Allow passing line search algorithm to pathfinder. by @ColCarroll in #592
• Name arguments consistently across adaptation classes. by @ColCarroll in #593
• Improve typing and doc of proposal generation by @junpenglao in #594
• Implements Barker's proposal. by @AdrienCorenflos in #596
• Add Barker's proposal reference by @AdrienCorenflos in #600
• Implements the Schrödinger-Föllmer algorithm. by @AdrienCorenflos in #602
• Refactor proposal.py by @junpenglao in #603
• Add MCLMC sampler by @reubenharry in #586
• Losen the input requirement for ess computation. by @junpenglao in #609
• SMC Inner kernel tuning by @ciguaran in #595
• Resolve 'Functions to run kernels' by @PaulScemama in #598
• Minor clean up for SMC by @junpenglao in #611
• MInor docstring fix by @junpenglao in #612
• Docstring fix by @junpenglao in #613
• Resolve: Add progress bar to run_inference_algorithm by @PaulScemama in #614
• Add transform TO run_inference_loop by @reubenharry in #621
• Remove transform from MCLMC by @reubenharry in #623
• Refactor dynamic_hmc out of hmc.py by @junpenglao in #622
• Clean up of run_inference_algorithm docstring. by @junpenglao in #624
• Update noneuclidean integrator by @junpenglao in #626
• Refactor mgrad_gaussian by @junpenglao in #628
• Extend function signature for InitFn by @junpenglao in #627
• Adding Riemannian Manifold HMC by @dfm in #538
• RENAME NONEUCLIDEAN TO ISOKINETIC by @reubenharry in #632
• PREVENT 1D DISTRIBUTION by @reubenharry in #633

New Contributors

• @jdehning made their first contribution in #574
• @williwilliams3 made their first contribution in #585
• @ColCarroll made their first contribution in #592
• @reubenharry made their first contribution in #586
• @PaulScemama made their first contribution in #598

Full Changelog: 1.0.0...1.1.0