Tune-sklearn

⚠️ `tune-sklearn` is no longer being maintained

This release (`0.5.0`) is the last version of the library that will be released by the Ray team. It has been updated to be compatible
with `ray>=2.7.x, ray<=2.9.x`. The library will not be guaranteed to work with future Ray versions.

The recommended alternative to keep up with the latest features of Ray is to migrate `tune-sklearn` usage
to the [Ray Tune APIs](https://docs.ray.io/en/latest/tune/getting-started.html) to accomplish the same thing.

Feel free to post an issue on the [Ray Github](https://github.com/ray-project/ray) if you run into any issues in migrating.

What's Changed
* Fix `ExperimentAnalysis` usage for Ray 2.7 by justinvyu in https://github.com/ray-project/tune-sklearn/pull/272
* [doc] Add auto-generated docs by justinvyu in https://github.com/ray-project/tune-sklearn/pull/279
* Bump version to `0.5.0` and update Ray Tune lower bound to `2.7.1` by justinvyu in https://github.com/ray-project/tune-sklearn/pull/281
* Update README with archival message by justinvyu in https://github.com/ray-project/tune-sklearn/pull/282


**Full Changelog**: https://github.com/ray-project/tune-sklearn/compare/v0.4.6...v0.5.0

What's Changed
* Fix `error_score` argument being ignored by Yard1 in https://github.com/ray-project/tune-sklearn/pull/259
* Import `mlflow` integration from new `air.integrations` module by justinvyu in https://github.com/ray-project/tune-sklearn/pull/264
* [release] Bump version number to `0.4.6` by justinvyu in https://github.com/ray-project/tune-sklearn/pull/268

New Contributors
* justinvyu made their first contribution in https://github.com/ray-project/tune-sklearn/pull/264

**Full Changelog**: https://github.com/ray-project/tune-sklearn/compare/v0.4.5...v0.4.6

What's Changed
* Don't store `fit_params`, use `with_parameters` for it by Yard1 in https://github.com/ray-project/tune-sklearn/pull/256
* Bump version to 0.4.5 by Yard1 in https://github.com/ray-project/tune-sklearn/pull/258


**Full Changelog**: https://github.com/ray-project/tune-sklearn/compare/v0.4.4...v0.4.5

What's Changed
* add license metadata to package setup by jimthompson5802 in https://github.com/ray-project/tune-sklearn/pull/250
* Import correct MLFlow logger by Yard1 in https://github.com/ray-project/tune-sklearn/pull/251
* Bump version to 0.4.4 by Yard1 in https://github.com/ray-project/tune-sklearn/pull/252
* Move tune imports to new locations by Yard1 in https://github.com/ray-project/tune-sklearn/pull/253
* Fix `early_stopping=True` with BOHB not setting the correct scheduler by Yard1 in https://github.com/ray-project/tune-sklearn/pull/254

The minimum supported Ray version is 2.0.0 now.

New Contributors
* jimthompson5802 made their first contribution in https://github.com/ray-project/tune-sklearn/pull/250

**Full Changelog**: https://github.com/ray-project/tune-sklearn/compare/v0.4.3...v0.4.4

Changelog
* Move from loggers to logger callbacks by krfricke in https://github.com/ray-project/tune-sklearn/pull/241
* Disable `build_doc` by Yard1 in https://github.com/ray-project/tune-sklearn/pull/242
* Bump version to 0.4.3 by Yard1 in https://github.com/ray-project/tune-sklearn/pull/243


**Full Changelog**: https://github.com/ray-project/tune-sklearn/compare/v0.4.2...v0.4.3

Changelog
* Fix detection of BOHB scheduler by Yard1 in https://github.com/ray-project/tune-sklearn/pull/219
* Remove `max_concurrency` from BOHB kwargs by Yard1 in https://github.com/ray-project/tune-sklearn/pull/220
* Save analysis object by Yard1 in https://github.com/ray-project/tune-sklearn/pull/224
* Allow 1 as `sk_n_jobs`, fix cloning issues by Yard1 in https://github.com/ray-project/tune-sklearn/pull/225
* Fix cloning issues with `early_stopping` by Yard1 in https://github.com/ray-project/tune-sklearn/pull/229
* Remove `os.path.expanduser` (defer to Ray Tune) by krfricke in https://github.com/ray-project/tune-sklearn/pull/231
* Remove `ray_context` by Yard1 in https://github.com/ray-project/tune-sklearn/pull/236
* Use `tune.with_parameters` by Yard1 in https://github.com/ray-project/tune-sklearn/pull/237
* Bump version to 0.4.2 by Yard1 in https://github.com/ray-project/tune-sklearn/pull/238


**Full Changelog**: https://github.com/ray-project/tune-sklearn/compare/v0.4.1...v0.4.2