Optuna-distributed

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

What's Changed
* Fix Python version in release workflow by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/40
* Minor improvements to README.md and friends by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/41


**Full Changelog**: https://github.com/xadrianzetx/optuna-distributed/compare/v0.1.0...v0.1.1

What's Changed
* Add basic test coverage to `DistributedTrial` by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/6
* Add bug report to issue templates by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/7
* Add feature request and general question templates by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/8
* Unpin Optuna after v3 release by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/9
* Tighten typing around `MockOptimizationManager` by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/10
* Fix outstanding typing issues by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/11
* Enforce mypy in CI by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/12
* Add basic test coverage to distributed optimization manager by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/13
* Allow distributed manager to timeout on message by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/17
* Add basic test coverage to local optimization manager by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/18
* Reset number of workers to spawn after pool has been resized by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/19
* Remove deprecated abstractproperty by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/20
* Simplify naming scheme of distributed study factory function by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/21
* Add `catch` functionality to distributed study by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/22
* Add missing defaults to `n_trials` and `timeout` in eventloop by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/23
* Move build system and project metadata definitions to pyproject.toml by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/26
* Setup package level logging by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/27
* Close progress bar after optimization is complete by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/28
* Provide distributable function via optimization managers by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/29
* Wrap objective function only when it's needed by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/30
* Interrupt long running trials when `stop_optimization` is called by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/31
* Task state based deduplication by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/32
* Use `TYPE_CHECKING` only where necessary by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/33
* Interrupt long running trials when `stop_optimization` is called (multiprocessing backend) by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/34
* Support optimization with timeout by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/35
* Cleanup and format `pyproject.toml` by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/36
* Fix project name by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/37
* Fancy terminal output by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/38
* Before 0.1.0 release by xadrianzetx in https://github.com/xadrianzetx/optuna-distributed/pull/39

**Full Changelog**: https://github.com/xadrianzetx/optuna-distributed/commits/v0.1.0