Scikit-Optimize Files

What's Changed

• [MRG]Add hollow iterations early stopper by @ludaavics in https://github.com/scikit-optimize/scikit-optimize/pull/917
• Doc line, logspace call, set_transformer default parameter misstype, … by @GCidd in https://github.com/scikit-optimize/scikit-optimize/pull/921
• Revert change to plot_histogramm by @holgern in https://github.com/scikit-optimize/scikit-optimize/pull/942
• [MRG] Fixes GaussianProcessRegressor for sklearn >= 0.23 by @holgern in https://github.com/scikit-optimize/scikit-optimize/pull/943
• [MRG] Refactor Sobol' API by @tupui in https://github.com/scikit-optimize/scikit-optimize/pull/955
• docs: fix simple typo, stategies -> strategies by @timgates42 in https://github.com/scikit-optimize/scikit-optimize/pull/979
• [MRG] Correct documented default is_int for Normalize. by @gcp in https://github.com/scikit-optimize/scikit-optimize/pull/1019
• [MRG] add ThresholdStopper() by @GuillaumeSimo in https://github.com/scikit-optimize/scikit-optimize/pull/1000
• [MRG] Check whether prior values are valid. by @gcp in https://github.com/scikit-optimize/scikit-optimize/pull/1020
• Fix numpy Deprecation errors by @xmatthias in https://github.com/scikit-optimize/scikit-optimize/pull/1023
• Remove BayesSearchCV(iid=) parameter deprecated in sklearn 0.24 by @kernc in https://github.com/scikit-optimize/scikit-optimize/pull/988
• Re-add BayesSearchCV.best_score_ needed by some examples by @kernc in https://github.com/scikit-optimize/scikit-optimize/pull/1031
• Revert "Re-add BayesSearchCV.best_score_ needed by some examples" by @kernc in https://github.com/scikit-optimize/scikit-optimize/pull/1032
• Use deepcopy to prevent reference cycles in Optimizer by @freddyaboulton in https://github.com/scikit-optimize/scikit-optimize/pull/1029
• [MRG] Fixed grammatical error in docs: 'less' vs 'fewer' by @samuelstevens in https://github.com/scikit-optimize/scikit-optimize/pull/1040
• [MRG] update packges in circleci deps by @QuentinSoubeyran in https://github.com/scikit-optimize/scikit-optimize/pull/1069
• [MRG] Fix GaussianProcessRegressor for scikit-learn 1.0 by @QuentinSoubeyran in https://github.com/scikit-optimize/scikit-optimize/pull/1063
• Fix remaining sklearn 1.0 return_X_y= error by @kernc in https://github.com/scikit-optimize/scikit-optimize/pull/1078
• MNT: Fix CircleCI builds by unpinning + full docs for PRs by @kernc in https://github.com/scikit-optimize/scikit-optimize/pull/1079
• MNT: Fix "LaTeX Error: File 'tgtermes.sty' not found." on CircleCI by @kernc in https://github.com/scikit-optimize/scikit-optimize/pull/1080

New Contributors

• @ludaavics made their first contribution in https://github.com/scikit-optimize/scikit-optimize/pull/917
• @GCidd made their first contribution in https://github.com/scikit-optimize/scikit-optimize/pull/921
• @tupui made their first contribution in https://github.com/scikit-optimize/scikit-optimize/pull/955
• @timgates42 made their first contribution in https://github.com/scikit-optimize/scikit-optimize/pull/979
• @GuillaumeSimo made their first contribution in https://github.com/scikit-optimize/scikit-optimize/pull/1000
• @xmatthias made their first contribution in https://github.com/scikit-optimize/scikit-optimize/pull/1023
• @kernc made their first contribution in https://github.com/scikit-optimize/scikit-optimize/pull/988
• @freddyaboulton made their first contribution in https://github.com/scikit-optimize/scikit-optimize/pull/1029
• @samuelstevens made their first contribution in https://github.com/scikit-optimize/scikit-optimize/pull/1040
• @QuentinSoubeyran made their first contribution in https://github.com/scikit-optimize/scikit-optimize/pull/1069

Full Changelog: https://github.com/scikit-optimize/scikit-optimize/compare/v0.8.1...v0.9.0