Bofire

What's Changed
* pin cyipopt version in conda install by jduerholt in https://github.com/experimental-design/bofire/pull/516
* Custom Sobo Tutorial by jduerholt in https://github.com/experimental-design/bofire/pull/508
* added plot_gp_slice.py by Jimbo994 in https://github.com/experimental-design/bofire/pull/499
* Make pyright a seperate test job by jduerholt in https://github.com/experimental-design/bofire/pull/524
* `get_by_key` using regex by jduerholt in https://github.com/experimental-design/bofire/pull/523
* Fix that BoFire is not working without cyipopt by jduerholt in https://github.com/experimental-design/bofire/pull/522

New Contributors
* Jimbo994 made their first contribution in https://github.com/experimental-design/bofire/pull/499

**Full Changelog**: https://github.com/experimental-design/bofire/compare/v0.0.17...v0.0.18

What's Changed
* Fix mapper tests by jduerholt in https://github.com/experimental-design/bofire/pull/502
* Adding Desirability functions as objectives by LukasHebing in https://github.com/experimental-design/bofire/pull/497
* Refactoring of `DoEStrategy` data model class by jduerholt in https://github.com/experimental-design/bofire/pull/448
* Feature/add desirability function in range by LukasHebing in https://github.com/experimental-design/bofire/pull/504
* Fix wrong desirabilities in predictive strategies by jduerholt in https://github.com/experimental-design/bofire/pull/506
* I optimality criterion and nonlinear constraints defined by python function by Osburg in https://github.com/experimental-design/bofire/pull/485
* Defined OptimalityCriteria two times by accident by dlinzner-bcs in https://github.com/experimental-design/bofire/pull/507
* Make doe tests fail less by dlinzner-bcs in https://github.com/experimental-design/bofire/pull/509
* Make BoFire compatible to BoTorch 0.13.0 by jduerholt in https://github.com/experimental-design/bofire/pull/511
* Randomization for FractionalFactorials by jduerholt in https://github.com/experimental-design/bofire/pull/510
* Fix failing doe notebooks by Osburg in https://github.com/experimental-design/bofire/pull/512
* Mark `DesirabilityObjective` as only abstract by jduerholt in https://github.com/experimental-design/bofire/pull/513


**Full Changelog**: https://github.com/experimental-design/bofire/compare/v0.0.16...v0.0.17

What's Changed
* Add pandas data manipulation transform by jduerholt in https://github.com/experimental-design/bofire/pull/460
* `get_by_keys` with exclude option by jduerholt in https://github.com/experimental-design/bofire/pull/465
* [QOL] cancel tests on same PR by CompRhys in https://github.com/experimental-design/bofire/pull/467
* Suppress import warning prints by chrihaas in https://github.com/experimental-design/bofire/pull/466
* StepwiseStrategy: Make domain comparison less strict by jduerholt in https://github.com/experimental-design/bofire/pull/468
* Fix PiecewiselinearGPSurrogate by jduerholt in https://github.com/experimental-design/bofire/pull/469
* Multifidelity Strategy by TobyBoyne in https://github.com/experimental-design/bofire/pull/453
* Fix NumberOfExperimentsCondition by chrihaas in https://github.com/experimental-design/bofire/pull/470
* Add example notebook that demonstrates how to use inputs also as outputs by jduerholt in https://github.com/experimental-design/bofire/pull/475
* Move setup.py to pyproject.toml by chrihaas in https://github.com/experimental-design/bofire/pull/473
* Categorical deterministic surrogate by jduerholt in https://github.com/experimental-design/bofire/pull/479
* Add categoricals for `FractionalFactorialStrategy` by jduerholt in https://github.com/experimental-design/bofire/pull/480
* pin compatible version of packages by e-dorigatti in https://github.com/experimental-design/bofire/pull/489
* Multiplicative additive sobo objectives by LukasHebing in https://github.com/experimental-design/bofire/pull/481
* Progessbar for Hyperopt by jduerholt in https://github.com/experimental-design/bofire/pull/494
* Make the BoFire Data Models OpenAI compatible by jduerholt in https://github.com/experimental-design/bofire/pull/495
* Group split kfold by jkeupp in https://github.com/experimental-design/bofire/pull/484
* Make candidate_count enforcement less strict by jduerholt in https://github.com/experimental-design/bofire/pull/492
* Drop support for Python 3.9 by jduerholt in https://github.com/experimental-design/bofire/pull/493
* Slowdown due to Scipy 1.15 by jduerholt in https://github.com/experimental-design/bofire/pull/501
* kernels working on a given set of features by e-dorigatti in https://github.com/experimental-design/bofire/pull/476

New Contributors
* chrihaas made their first contribution in https://github.com/experimental-design/bofire/pull/466
* e-dorigatti made their first contribution in https://github.com/experimental-design/bofire/pull/489
* LukasHebing made their first contribution in https://github.com/experimental-design/bofire/pull/481

**Full Changelog**: https://github.com/experimental-design/bofire/compare/v0.0.15...v0.0.16

What's Changed
* sketch of how default kernel will change by R-M-Lee in https://github.com/experimental-design/bofire/pull/435
* Fix enum serialization problems by jduerholt in https://github.com/experimental-design/bofire/pull/458
* [Lint] apply ruff format as all safe fixes by CompRhys in https://github.com/experimental-design/bofire/pull/456


**Full Changelog**: https://github.com/experimental-design/bofire/compare/v0.0.14...v0.0.15

What's Changed
* Make link to logo an url by bertiqwerty in https://github.com/experimental-design/bofire/pull/416
* Readme example by bertiqwerty in https://github.com/experimental-design/bofire/pull/419
* Remove polyfill.io (417) by DavidWalz in https://github.com/experimental-design/bofire/pull/420
* Add detergent to api by bertiqwerty in https://github.com/experimental-design/bofire/pull/421
* remove try-catch from scipy import by bertiqwerty in https://github.com/experimental-design/bofire/pull/418
* Types for bounds by jduerholt in https://github.com/experimental-design/bofire/pull/423
* BNH and TNK by jduerholt in https://github.com/experimental-design/bofire/pull/424
* Add arXiv reference to README by TobyBoyne in https://github.com/experimental-design/bofire/pull/425
* Interpoint constraints for botorch strategies by jduerholt in https://github.com/experimental-design/bofire/pull/426
* Feature Scaling in DoE by jduerholt in https://github.com/experimental-design/bofire/pull/358
* Update CONTRIBUTING.md by R-M-Lee in https://github.com/experimental-design/bofire/pull/432
* Make feature validation part of the constraints. by jduerholt in https://github.com/experimental-design/bofire/pull/427
* new benchmark with sum of mvnorm pdfs by R-M-Lee in https://github.com/experimental-design/bofire/pull/434
* Add default generators by jduerholt in https://github.com/experimental-design/bofire/pull/431
* Update information on GAUCHE by jduerholt in https://github.com/experimental-design/bofire/pull/437
* EqalityConstraint --> EqualityConstraint by jduerholt in https://github.com/experimental-design/bofire/pull/440
* Use weights_only for load by kit1980 in https://github.com/experimental-design/bofire/pull/429
* Tutorial on Transfer Learning Bayesian Optimisation by jpfolch in https://github.com/experimental-design/bofire/pull/439
* Active Learning by jdridder in https://github.com/experimental-design/bofire/pull/361
* Move variance of fixed features check to predictive strategy by bertiqwerty in https://github.com/experimental-design/bofire/pull/441
* Moving Output Objective by jduerholt in https://github.com/experimental-design/bofire/pull/442
* Applying linting to notebooks by CompRhys in https://github.com/experimental-design/bofire/pull/445
* [QOL] Use LogEI by default in the Tutorials and unrelated tests. by CompRhys in https://github.com/experimental-design/bofire/pull/449
* Linear Interpolation by jduerholt in https://github.com/experimental-design/bofire/pull/443
* Serialization for Candidates and Experiments Data Frames by jduerholt in https://github.com/experimental-design/bofire/pull/452

New Contributors
* kit1980 made their first contribution in https://github.com/experimental-design/bofire/pull/429
* CompRhys made their first contribution in https://github.com/experimental-design/bofire/pull/445

**Full Changelog**: https://github.com/experimental-design/bofire/compare/v0.0.13...v0.0.14

What's Changed
* Remove `math.inf` from ContinuousInput data model by jduerholt in https://github.com/experimental-design/bofire/pull/387
* Add generic typing to Constraints by TobyBoyne in https://github.com/experimental-design/bofire/pull/386
* Initial attempt to incorporate MultiTask GPs by jpfolch in https://github.com/experimental-design/bofire/pull/353
* fixed wrong link in docu by niklaswulkow in https://github.com/experimental-design/bofire/pull/391
* add to_candidates for stepwise strategy by jkleinekorte in https://github.com/experimental-design/bofire/pull/392
* Remove `get_features`, `get_feature_keys`, and `get_feature` from `Domain` by jduerholt in https://github.com/experimental-design/bofire/pull/393
* Make surrogates available in the Stepwise Strategy by jduerholt in https://github.com/experimental-design/bofire/pull/394
* name construction in a method by bertiqwerty in https://github.com/experimental-design/bofire/pull/395
* Feature type hints by bertiqwerty in https://github.com/experimental-design/bofire/pull/396
* FractionalFactorialStrategy by jduerholt in https://github.com/experimental-design/bofire/pull/397
* Fix bug in `get_scaler` by jduerholt in https://github.com/experimental-design/bofire/pull/400
* ZDT1 Benchmark Tutorial by jduerholt in https://github.com/experimental-design/bofire/pull/401
* Implement Priors from "Vanilla Bayesian Optimization Performs Great in High Dimensions" by jduerholt in https://github.com/experimental-design/bofire/pull/402
* Refactor the fractional factorial strategy by jduerholt in https://github.com/experimental-design/bofire/pull/403
* duplicates plot by jduerholt in https://github.com/experimental-design/bofire/pull/404
* FIx warning in Iterative Trimming Module by jduerholt in https://github.com/experimental-design/bofire/pull/406
* Compatibility fix for latest scipy by jduerholt in https://github.com/experimental-design/bofire/pull/411
* Code example in README by TobyBoyne in https://github.com/experimental-design/bofire/pull/410
* Infinite Width BNN Kernel and Surrogate by jduerholt in https://github.com/experimental-design/bofire/pull/405
* Finally a Logo by jduerholt in https://github.com/experimental-design/bofire/pull/412
* add icon by jduerholt in https://github.com/experimental-design/bofire/pull/415
* Logo in docs intro by R-M-Lee in https://github.com/experimental-design/bofire/pull/413
* add bofire logo to docs by bertiqwerty in https://github.com/experimental-design/bofire/pull/414

New Contributors
* jpfolch made their first contribution in https://github.com/experimental-design/bofire/pull/353

**Full Changelog**: https://github.com/experimental-design/bofire/compare/v0.0.12...v0.0.13