What's Changed
* Update acquisition function scaling for constrained optimization by till-m in https://github.com/bayesian-optimization/BayesianOptimization/pull/413
* Add run notebooks test by bwheelz36 in https://github.com/bayesian-optimization/BayesianOptimization/pull/417
* Fix some typos by leandrobbraga in https://github.com/bayesian-optimization/BayesianOptimization/pull/419
* Partially fix 412 by adding a dedicated method to evaluating y_max by leandrobbraga in https://github.com/bayesian-optimization/BayesianOptimization/pull/415
* Fix warmup phase not considering constraints by leandrobbraga in https://github.com/bayesian-optimization/BayesianOptimization/pull/416
* SPHINX based html docs by bwheelz36 in https://github.com/bayesian-optimization/BayesianOptimization/pull/418
* Update build_docs.yml by bwheelz36 in https://github.com/bayesian-optimization/BayesianOptimization/pull/423
* Bwheelz36 patch 1 by bwheelz36 in https://github.com/bayesian-optimization/BayesianOptimization/pull/424
* Update log extension by bwheelz36 in https://github.com/bayesian-optimization/BayesianOptimization/pull/420
* Fixes issue-428: TargetSpace.max() bug in constrained space by leandrobbraga in https://github.com/bayesian-optimization/BayesianOptimization/pull/429
* Fixes issue-436: Constrained optimization does not allow duplicate points by YoungJaeBae in https://github.com/bayesian-optimization/BayesianOptimization/pull/437
* Improve acq_max seeding of L-BFGS-B optimization by ptapping in https://github.com/bayesian-optimization/BayesianOptimization/pull/297
* bounds_transformer could bypass global_bounds due to the test logic within _trim function in domain_reduction.py by perezed00 in https://github.com/bayesian-optimization/BayesianOptimization/pull/441
* Update domain_reduction.py by lm314 in https://github.com/bayesian-optimization/BayesianOptimization/pull/454
* Docstring overhaul by till-m in https://github.com/bayesian-optimization/BayesianOptimization/pull/457
* Poetry packaging by bwheelz36 in https://github.com/bayesian-optimization/BayesianOptimization/pull/458
* dummy change to fix code cov failure by bwheelz36 in https://github.com/bayesian-optimization/BayesianOptimization/pull/465
* Create python-publish.yml by bwheelz36 in https://github.com/bayesian-optimization/BayesianOptimization/pull/466
* Prepare for release: bump version, tighten dependency constraints by till-m in https://github.com/bayesian-optimization/BayesianOptimization/pull/482
New Contributors
* leandrobbraga made their first contribution in https://github.com/bayesian-optimization/BayesianOptimization/pull/419
* YoungJaeBae made their first contribution in https://github.com/bayesian-optimization/BayesianOptimization/pull/437
* ptapping made their first contribution in https://github.com/bayesian-optimization/BayesianOptimization/pull/297
* perezed00 made their first contribution in https://github.com/bayesian-optimization/BayesianOptimization/pull/441
* lm314 made their first contribution in https://github.com/bayesian-optimization/BayesianOptimization/pull/454
**Full Changelog**: https://github.com/bayesian-optimization/BayesianOptimization/compare/v1.4.3...v1.5.0