Version 0.7.2

February 2020

skopt.optimizer

• Feature update_next() and get_results() added to Optimize and add more examples by Holger Nahrstaedt and Sigurd Carlsen

• Fix Fix random forest regressor (Add missing min_impurity_decrease) by Holger Nahrstaedt

skopt.utils

• Enhancement Add expected_minimum_random_sampling by Holger Nahrstaedt

• Fix Return ordereddict in point_asdict and add some more unit tests. by Holger Nahrstaedt

• Enhancement Added check_list_types and check_dimension_names by Hvass-Labs and Holger Nahrstaedt

skopt.plots

• Enhancement Add more parameter to plot_objective and more plot examples by Holger Nahrstaedt and Sigurd Carlsen

skopt.searchcv

• Fix Fix searchcv rank (issue #831) by Holger Nahrstaedt

skopt.space

• Fix Fix integer normalize by using round() by Holger Nahrstaedt

Miscellaneous

• Fix Fix doc examples

• Fix Fix license detection in github by Holger Nahrstaedt

• Enhancement Add doctest to CI

Version 0.7.1

February 2020

skopt.space

• Fix Fix categorical space (issue #821) by Holger Nahrstaedt

• Enhancement int can be set as dtype to fix issue #790 by Holger Nahrstaedt

• Feature New StringEncoder, can be used in Categoricals

• Remove string conversion in Identity

• Enhancement dtype can be set in Integer and Real

Miscellaneous

• Sphinx documentation by Holger Nahrstaedt

• notebooks are replaced by sphinx-gallery by Holger Nahrstaedt

• Improve sphinx doc by Holger Nahrstaedt

• Old pdoc scripts are removed and replaced by sphinx by Holger Nahrstaedt

Version 0.7

January 2020

skopt.optimizer

• Enhancement Models queue has now a customizable size (model_queue_size). by Kajetan Tukendorf and Holger Nahrstaedt

• Enhancement Add log-uniform prior to Integer space by Alex Liebscher

skopt.plots

• Enhancement Support for plotting categorical dimensions by jkleint

skopt.searchcv

• Fix Allow BayesSearchCV to work with sklearn 0.21. by Kit Choi

Miscellaneous

• Fix Reduce the amount of deprecation warnings in unit tests by Holger Nahrstaedt

• Fix Reduce the amount of deprecation warnings in unit tests by Alex Liebscher

• joblib instead of sklearn.externals.joblib by Vince Jankovics

• Improve travis CI unit tests (Different sklearn version are checked) by Holger Nahrstaedt

• Removed versioneer support, to keep things simple and to fix pypi deploy by Holger Nahrstaedt