Blackjax

What's Changed
* Simplify `run_inference_algorithm` by reubenharry in https://github.com/blackjax-devs/blackjax/pull/714
* Bug: Harmonize doc and README code examples by gil2rok in https://github.com/blackjax-devs/blackjax/pull/717
* Fix README example by gil2rok in https://github.com/blackjax-devs/blackjax/pull/719
* Bug fix by reubenharry in https://github.com/blackjax-devs/blackjax/pull/724
* Waste Free SMC available for adaptive tempered and tempered SMC. by ciguaran in https://github.com/blackjax-devs/blackjax/pull/721
* NaN Handling by reubenharry in https://github.com/blackjax-devs/blackjax/pull/727
* Implement metric scaling by AdrienCorenflos in https://github.com/blackjax-devs/blackjax/pull/733
* Speed up Schrodinger Follmer test by AdrienCorenflos in https://github.com/blackjax-devs/blackjax/pull/741


**Full Changelog**: https://github.com/blackjax-devs/blackjax/compare/1.2.3...1.2.4

What's Changed
* Fixing typo in example on index page - leading to 30x faster runtime. by johannahaffner in https://github.com/blackjax-devs/blackjax/pull/711
* Enable progress bar under pmap by andrewdipper in https://github.com/blackjax-devs/blackjax/pull/712
* wrapper for progress _bar_scan by andrewdipper in https://github.com/blackjax-devs/blackjax/pull/716

New Contributors
* johannahaffner made their first contribution in https://github.com/blackjax-devs/blackjax/pull/711

**Full Changelog**: https://github.com/blackjax-devs/blackjax/compare/1.2.2...1.2.3

What's Changed
* Make tests pass on `aarch64-linux` by albcab in https://github.com/blackjax-devs/blackjax/pull/671
* Enable fitlering of AdaptationInfo by andrewdipper in https://github.com/blackjax-devs/blackjax/pull/674
* Update `run_inference_algorithm` to split `initial_position` and `initial_state` by reubenharry in https://github.com/blackjax-devs/blackjax/pull/672
* Preconditioned mclmc by reubenharry in https://github.com/blackjax-devs/blackjax/pull/673
* New integrator, and add some metadata to integrators.py by reubenharry in https://github.com/blackjax-devs/blackjax/pull/681
* Minor formatting by junpenglao in https://github.com/blackjax-devs/blackjax/pull/685
* Make Window Adaptation Take Integrator As Argument by reubenharry in https://github.com/blackjax-devs/blackjax/pull/687
* FIX KWARG BUG by reubenharry in https://github.com/blackjax-devs/blackjax/pull/686
* Change isokinetic_integrator generation API by junpenglao in https://github.com/blackjax-devs/blackjax/pull/689
* Apply function on pytree directly. by junpenglao in https://github.com/blackjax-devs/blackjax/pull/692
* Fix sampling test. by junpenglao in https://github.com/blackjax-devs/blackjax/pull/693
* Enable shared mcmc parameters with tempered smc by andrewdipper in https://github.com/blackjax-devs/blackjax/pull/694
* Convert explicit looping to bit twiddling for iterative_uturn calculations by andrewdipper in https://github.com/blackjax-devs/blackjax/pull/696
* Remove nightly release by junpenglao in https://github.com/blackjax-devs/blackjax/pull/699
* Fix doc mistakes by gil2rok in https://github.com/blackjax-devs/blackjax/pull/701

New Contributors
* andrewdipper made their first contribution in https://github.com/blackjax-devs/blackjax/pull/674
* gil2rok made their first contribution in https://github.com/blackjax-devs/blackjax/pull/701

**Full Changelog**: https://github.com/blackjax-devs/blackjax/compare/1.2.1...1.2.2

What's Changed
* Fix deprecated call to jnp.clip by GaetanLepage in https://github.com/blackjax-devs/blackjax/pull/664
* Update jax version requirements by junpenglao in https://github.com/blackjax-devs/blackjax/pull/666

New Contributors
* GaetanLepage made their first contribution in https://github.com/blackjax-devs/blackjax/pull/664

**Full Changelog**: https://github.com/blackjax-devs/blackjax/compare/1.2.0...1.2.1

Mostly internal change, a major one being a different implementation for top level api (https://github.com/blackjax-devs/blackjax/pull/657)

What's Changed
* Indexing the notebook showing how to reproduce the GIF. by AdrienCorenflos in https://github.com/blackjax-devs/blackjax/pull/640
* Bump python version by junpenglao in https://github.com/blackjax-devs/blackjax/pull/645
* SMC: allow each mutation kernel to have different parameters. by ciguaran in https://github.com/blackjax-devs/blackjax/pull/649
* Migrate from deprecated `host_callback` to `io_callback` by junpenglao in https://github.com/blackjax-devs/blackjax/pull/651
* Fix MALA transition energy by ksnxr in https://github.com/blackjax-devs/blackjax/pull/653
* Change variable names by ksnxr in https://github.com/blackjax-devs/blackjax/pull/654
* Replace iterative RNG split and carry with `jax.random.fold_in` by junpenglao in https://github.com/blackjax-devs/blackjax/pull/656
* Removal of Algorithm classes. by ciguaran in https://github.com/blackjax-devs/blackjax/pull/657

New Contributors
* ksnxr made their first contribution in https://github.com/blackjax-devs/blackjax/pull/653

**Full Changelog**: https://github.com/blackjax-devs/blackjax/compare/1.1.1...1.2.0

What's Changed
* minor clean up by junpenglao in https://github.com/blackjax-devs/blackjax/pull/635
* Example showing how to use BlackJAX to sample from the word "BlackJAX" by AdrienCorenflos in https://github.com/blackjax-devs/blackjax/pull/637
* Update README.md by AdrienCorenflos in https://github.com/blackjax-devs/blackjax/pull/638


**Full Changelog**: https://github.com/blackjax-devs/blackjax/compare/1.1.0...1.1.1