Bofire

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

What's Changed
* Classification surrogates by gmancino in https://github.com/experimental-design/bofire/pull/297
* Automatic Hyperparameter Optimization for Mixed GPs by jduerholt in https://github.com/experimental-design/bofire/pull/357
* Add Task Feature by jduerholt in https://github.com/experimental-design/bofire/pull/360
* Refactoring of stepwise strategies and introduction of transforms by bertiqwerty in https://github.com/experimental-design/bofire/pull/355, https://github.com/experimental-design/bofire/pull/365 and https://github.com/experimental-design/bofire/pull/363
* User guide for surrogates by niklaswulkow in https://github.com/experimental-design/bofire/pull/370 and https://github.com/experimental-design/bofire/pull/371
* Implement ENTMOOT in Bofire by TobyBoyne in https://github.com/experimental-design/bofire/pull/278
* Make `batch_limit` and `maxiter` configurable by jduerholt in https://github.com/experimental-design/bofire/pull/380
* LinearDeterministicSurrogate by jduerholt in https://github.com/experimental-design/bofire/pull/385

New Contributors
* niklaswulkow made their first contribution in https://github.com/experimental-design/bofire/pull/370
* TobyBoyne made their first contribution in https://github.com/experimental-design/bofire/pull/278

**Full Changelog**: https://github.com/experimental-design/bofire/compare/v0.0.11...v.0.0.12

What's Changed
* LSR-BO by jduerholt in https://github.com/experimental-design/bofire/pull/338
* Add mixed tanimoto gp surrogate by xxEthene in https://github.com/experimental-design/bofire/pull/318
* Refactor random strategy by jduerholt in https://github.com/experimental-design/bofire/pull/347
* Multilinear constraint by jduerholt in https://github.com/experimental-design/bofire/pull/348

New Contributors
* xxEthene made their first contribution in https://github.com/experimental-design/bofire/pull/318

**Full Changelog**: https://github.com/experimental-design/bofire/compare/v0.0.10...v0.0.11

What's Changed
* experiments and candidates can be None by bertiqwerty in https://github.com/experimental-design/bofire/pull/311
* Interpoint Constraints by jduerholt in https://github.com/experimental-design/bofire/pull/313
* gp output scaler by simonsung06 in https://github.com/experimental-design/bofire/pull/309
* Botorch 0.9.5 by jduerholt in https://github.com/experimental-design/bofire/pull/317
* DoE: Fix bug if fixed_experiments contain columns that are not in domain by dlinzner-bcs in https://github.com/experimental-design/bofire/pull/321
* Seed handling for Sampling by jduerholt in https://github.com/experimental-design/bofire/pull/323
* batch constraints for DoE and __call__ for interpointEqualityConstraint by Osburg in https://github.com/experimental-design/bofire/pull/322
* Refactor test suite for data models by jduerholt in https://github.com/experimental-design/bofire/pull/327
* Tests for base.py by jduerholt in https://github.com/experimental-design/bofire/pull/329
* Add noise prior by jkeupp in https://github.com/experimental-design/bofire/pull/326
* Tests for CategoricalInput by jduerholt in https://github.com/experimental-design/bofire/pull/330
* Compatibility PR for Formulaic 1.0.1 by jduerholt in https://github.com/experimental-design/bofire/pull/332
* Universal constraint sampler by Osburg in https://github.com/experimental-design/bofire/pull/328
* pydantic 2 - migration by bertiqwerty in https://github.com/experimental-design/bofire/pull/279


**Full Changelog**: https://github.com/experimental-design/bofire/compare/v0.0.8...v0.0.10