Optuna-distributed

What's Changed
* Follow PEP 561 – Distributing and Packaging Type Information by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/84
* Bump version to `0.6.1` by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/85


**Full Changelog**: https://github.com/xadrianzetx/optuna-distributed/compare/v0.6.0...v0.6.1

What's Changed
* Add `into_study()` convenience method by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/81
* Follow PEP 585 – Type Hinting Generics In Standard Collections by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/82
* Bump version to `0.6.0` by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/83


**Full Changelog**: https://github.com/xadrianzetx/optuna-distributed/compare/v0.5.0...v0.6.0

What's Changed
* Remove redundant test skip condition by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/72
* Set Black's target version to `py310` by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/73
* Fix flaky test and spelling by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/77
* Add helpers allowing users to enable/disable logging by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/78
* Bump version to `0.5.0` by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/79


**Full Changelog**: https://github.com/xadrianzetx/optuna-distributed/compare/v0.4.0...v0.5.0

What's Changed
* Drop support for Python 3.7 by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/67
* Change the log message format for failed trials by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/68
* Support Python 3.11 by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/69
* Add single exception catch to study optimize by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/70
* Bump version to `0.4.0` by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/71


**Full Changelog**: https://github.com/xadrianzetx/optuna-distributed/compare/v0.3.0...v0.4.0

What's Changed
* Remove `before_message` hook by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/52
* Add patience argument to `stop_optimization` API by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/53
* Allow dask queue to retry fetching a message if timeout was reached by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/54
* Add a link to Medium article by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/55
* Compare `TaskState` enum members by identity by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/56
* Remove unused args from event loop API by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/57
* Split trial runtime to avoid pickling closures by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/60
* Run tests on all supported platforms by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/59
* Disable local optimization mode on Windows machines by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/61
* Bump version to `0.3.0` by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/62


**Full Changelog**: https://github.com/xadrianzetx/optuna-distributed/compare/v0.2.0...v0.3.0

What's Changed
* Update actions to current versions by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/42
* Update Python version used in format workflow by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/43
* Fix return types in mocked classes by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/47
* Avoid type bingo in `suggest_categorical` by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/46
* Add examples of optimization with timeout by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/48
* Default to `multiprocessing` backend when `LocalCluster` is used by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/49
* Use `text` as the key in `license` table by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/50
* Bump version to `0.2.0` by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/51


**Full Changelog**: https://github.com/xadrianzetx/optuna-distributed/compare/v0.1.1...v0.2.0