First update after many years. Among many new features detailed below, will now work with scipy > 1.8
What's Changed
* Added option to keep using an older log (Save -> Load -> Save) by alonfnt in https://github.com/fmfn/BayesianOptimization/pull/230
* Added docstrings to the `main` functions. by alonfnt in https://github.com/fmfn/BayesianOptimization/pull/238
* Check bounds_transformation is correct type by alonfnt in https://github.com/fmfn/BayesianOptimization/pull/240
* Add virtual environments folders to gitignore by alonfnt in https://github.com/fmfn/BayesianOptimization/pull/251
* Add license classifier to setup.py by dotcs in https://github.com/fmfn/BayesianOptimization/pull/253
* Fixes the error caused by scipy 1.8 minimize results changing. by samFarrellDay in https://github.com/fmfn/BayesianOptimization/pull/303
* Update test badge by bwheelz36 in https://github.com/fmfn/BayesianOptimization/pull/322
* switch to github actions for CI by bwheelz36 in https://github.com/fmfn/BayesianOptimization/pull/323
* Fix typo, Update util.py by zhaofeng-shu33 in https://github.com/fmfn/BayesianOptimization/pull/293
* docs: fix simple typo, provieded -> provided by timgates42 in https://github.com/fmfn/BayesianOptimization/pull/267
* 2 typo fixes in advanced-tour.ipynb by parkjin-nim in https://github.com/fmfn/BayesianOptimization/pull/272
* Update some of the SequentialDomain transformer by osullivryan in https://github.com/fmfn/BayesianOptimization/pull/332
* print both digits of the exponent in scientific notation form for flo… by citrusvanilla in https://github.com/fmfn/BayesianOptimization/pull/282
* Create feature_request.md by bwheelz36 in https://github.com/fmfn/BayesianOptimization/pull/345
* Revert "Create feature_request.md" by bwheelz36 in https://github.com/fmfn/BayesianOptimization/pull/346
* Queue by alonfnt in https://github.com/fmfn/BayesianOptimization/pull/239
* Add issue templates by till-m in https://github.com/fmfn/BayesianOptimization/pull/348
* changed the way x_try is sent to minimize - fixes 350 by bwheelz36 in https://github.com/fmfn/BayesianOptimization/pull/351
* Advanced constrained optimization by till-m in https://github.com/fmfn/BayesianOptimization/pull/344
* Fix JSONLogger with constraints by till-m in https://github.com/fmfn/BayesianOptimization/pull/364
* update version and setup.py by bwheelz36 in https://github.com/fmfn/BayesianOptimization/pull/367
New Contributors
* alonfnt made their first contribution in https://github.com/fmfn/BayesianOptimization/pull/230
* dotcs made their first contribution in https://github.com/fmfn/BayesianOptimization/pull/253
* samFarrellDay made their first contribution in https://github.com/fmfn/BayesianOptimization/pull/303
* bwheelz36 made their first contribution in https://github.com/fmfn/BayesianOptimization/pull/322
* zhaofeng-shu33 made their first contribution in https://github.com/fmfn/BayesianOptimization/pull/293
* timgates42 made their first contribution in https://github.com/fmfn/BayesianOptimization/pull/267
* parkjin-nim made their first contribution in https://github.com/fmfn/BayesianOptimization/pull/272
* citrusvanilla made their first contribution in https://github.com/fmfn/BayesianOptimization/pull/282
* till-m made their first contribution in https://github.com/fmfn/BayesianOptimization/pull/348
**Full Changelog**: https://github.com/fmfn/BayesianOptimization/compare/1.2.0...v1.3.0