Optimas

What's Changed
* Implement `AxModelManager` and allow building GP models from diagnostics by delaossa in https://github.com/optimas-org/optimas/pull/178


**Full Changelog**: https://github.com/optimas-org/optimas/compare/v0.4.1...v0.5.0

What's Changed
* Update and speedup tests by AngelFP in https://github.com/optimas-org/optimas/pull/180
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/optimas-org/optimas/pull/181
* Fix for Ax `v0.3.7` by AngelFP in https://github.com/optimas-org/optimas/pull/184


**Full Changelog**: https://github.com/optimas-org/optimas/compare/v0.4.0...v0.4.1

What's Changed
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/optimas-org/optimas/pull/148
* Support changing the range and fixing the value of `VaryingParameter`s by AngelFP in https://github.com/optimas-org/optimas/pull/150
* Fix bug with parameter type in Ax generators by AngelFP in https://github.com/optimas-org/optimas/pull/152
* Support arrays and arbitrary objects in history by AngelFP in https://github.com/optimas-org/optimas/pull/149
* Do not require analyzed parameters in `attach_trials` by AngelFP in https://github.com/optimas-org/optimas/pull/153
* Rename `local_threading` to `threads` by AngelFP in https://github.com/optimas-org/optimas/pull/155
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/optimas-org/optimas/pull/157
* Implement `Parameter`s as Pydantic `BaseModel`s and improve exploration diagnostics by AngelFP in https://github.com/optimas-org/optimas/pull/120
* Log to `stdout` by AngelFP in https://github.com/optimas-org/optimas/pull/161
* Make Ax optional by RemiLehe in https://github.com/optimas-org/optimas/pull/156
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/optimas-org/optimas/pull/162
* Update HiPACE++ template script by AngelFP in https://github.com/optimas-org/optimas/pull/142
* Fix typo in Maxwell installation instructions by AngelFP in https://github.com/optimas-org/optimas/pull/159
* Fix bug with fixed parameters by AngelFP in https://github.com/optimas-org/optimas/pull/158
* Use Python 3.11 on Maxwell by AngelFP in https://github.com/optimas-org/optimas/pull/167
* Add new plots and methods to `ExplorationDiagnostics` by AngelFP in https://github.com/optimas-org/optimas/pull/165
* Keep trailing newline in template script by AngelFP in https://github.com/optimas-org/optimas/pull/163
* Adds a new plot to `ExplorationDiagnostics` by delaossa in https://github.com/optimas-org/optimas/pull/168
* Allow plots in `ExplorationDiagnostics` to be drawn in a grid by delaossa in https://github.com/optimas-org/optimas/pull/172
* Show evaluation indices of "top" simulations by delaossa in https://github.com/optimas-org/optimas/pull/173
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/optimas-org/optimas/pull/174
* Add methods to print information about the evaluations by delaossa in https://github.com/optimas-org/optimas/pull/175
* Fix bug in pandas dtype when converting from numpy by AngelFP in https://github.com/optimas-org/optimas/pull/171
* Expose `stdout` and `stderr` filenames to user by AngelFP in https://github.com/optimas-org/optimas/pull/176
* Add support for constraints in Ax generators using the Service API by AngelFP in https://github.com/optimas-org/optimas/pull/170
* Add evaluation timeout and improve handling of evaluations that failed to launch by AngelFP in https://github.com/optimas-org/optimas/pull/164
* Improve handling of failed evaluations by AngelFP in https://github.com/optimas-org/optimas/pull/154
* Add conda-forge badge and update docs by AngelFP in https://github.com/optimas-org/optimas/pull/177
* Require `libEnsemble >= 1.2` by AngelFP in https://github.com/optimas-org/optimas/pull/179


**Full Changelog**: https://github.com/optimas-org/optimas/compare/v0.3.1...v0.4.0

What's Changed
* Fix issues with new Ax release by AngelFP in https://github.com/optimas-org/optimas/pull/147
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/optimas-org/optimas/pull/146


**Full Changelog**: https://github.com/optimas-org/optimas/compare/v0.3.0...v0.3.1

What's Changed
* Update readme and documentation by AngelFP in https://github.com/optimas-org/optimas/pull/111
* Run tests daily and with all supported python versions by AngelFP in https://github.com/optimas-org/optimas/pull/113
* Automated typo detection by jmlarson1 in https://github.com/optimas-org/optimas/pull/116
* Typo in documentation by VadimBim in https://github.com/optimas-org/optimas/pull/115
* Allow resuming an exploration and running in substeps by AngelFP in https://github.com/optimas-org/optimas/pull/118
* Allow launching simulations in a different environment by AngelFP in https://github.com/optimas-org/optimas/pull/108
* Implement `ChainEvaluator` by AngelFP in https://github.com/optimas-org/optimas/pull/110
* Install pre-commit by ax3l in https://github.com/optimas-org/optimas/pull/119
* Increase version number to `0.3.0` for next release by AngelFP in https://github.com/optimas-org/optimas/pull/121
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/optimas-org/optimas/pull/122
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/optimas-org/optimas/pull/129
* Fix typo in `MultitaskEvaluator` docstring by AngelFP in https://github.com/optimas-org/optimas/pull/123
* Update installation instructions for Maxwell by AngelFP in https://github.com/optimas-org/optimas/pull/127
* Avoid pydata theme warning by AngelFP in https://github.com/optimas-org/optimas/pull/130
* Change `Exploration` defaults by AngelFP in https://github.com/optimas-org/optimas/pull/125
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/optimas-org/optimas/pull/131
* Disable Ax logs by AngelFP in https://github.com/optimas-org/optimas/pull/126
* Improve multi-objective optimization and add support for fully Bayesian optimization by AngelFP in https://github.com/optimas-org/optimas/pull/124
* Enable manually adding trials and evaluations to `Exploration` by AngelFP in https://github.com/optimas-org/optimas/pull/128
* Fix tests by AngelFP in https://github.com/optimas-org/optimas/pull/136
* Doc: Button to Copy Code Blocks by ax3l in https://github.com/optimas-org/optimas/pull/138
* CI: Blacken-Docs Version w/ Black by ax3l in https://github.com/optimas-org/optimas/pull/139
* Document new features and improve README by AngelFP in https://github.com/optimas-org/optimas/pull/141
* Use new libE save history options by AngelFP in https://github.com/optimas-org/optimas/pull/135
* Reduce number of initialization evaluations if external data is supplied by AngelFP in https://github.com/optimas-org/optimas/pull/137
* Enable local threading communications by AngelFP in https://github.com/optimas-org/optimas/pull/140

New Contributors
* jmlarson1 made their first contribution in https://github.com/optimas-org/optimas/pull/116
* VadimBim made their first contribution in https://github.com/optimas-org/optimas/pull/115
* pre-commit-ci made their first contribution in https://github.com/optimas-org/optimas/pull/122

**Full Changelog**: https://github.com/optimas-org/optimas/compare/v0.2.1...v0.3.0

Minor release with fixes to support the latest Ax version (0.3.4)

What's Changed
* Remove outdated files by AngelFP in https://github.com/optimas-org/optimas/pull/109
* Fix issue with latest Ax release by AngelFP in https://github.com/optimas-org/optimas/pull/112
* Increase version number by AngelFP in https://github.com/optimas-org/optimas/pull/114


**Full Changelog**: https://github.com/optimas-org/optimas/compare/v0.2.0...v0.2.1