Version 0.7.2

February 2020

skopt.optimizer

• Feature update_next() and get_results() added to Optimize and add more examples #837 by Holger Nahrstaedt and Sigurd Carlsen

• Fix Fix random forest regressor (Add missing min_impurity_decrease) #829 by Holger Nahrstaedt

skopt.utils

• Enhancement Add expected_minimum_random_sampling #830 by Holger Nahrstaedt

• Fix Return ordereddict in point_asdict and add some more unit tests. #840 by Holger Nahrstaedt

• Enhancement Added check_list_types and check_dimension_names #803 by Hvass-Labs and Holger Nahrstaedt

skopt.plots

• Enhancement Add more parameter to plot_objective and more plot examples #830 by Holger Nahrstaedt and Sigurd Carlsen

skopt.searchcv

• Fix Fix searchcv rank (issue #831) #832 by Holger Nahrstaedt

skopt.space

• Fix Fix integer normalize by using round() #830 by Holger Nahrstaedt

Miscellaneous

• Fix Fix doc examples

• Fix Fix license detection in github #827 by Holger Nahrstaedt

• Enhancement Add doctest to CI

Version 0.7.1

February 2020

skopt.space

• Fix Fix categorical space (issue #821) #823 by Holger Nahrstaedt

• Enhancement int can be set as dtype to fix issue #790 #807 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 #809 by Holger Nahrstaedt

• notebooks are replaced by sphinx-gallery #811 by Holger Nahrstaedt

• Improve sphinx doc #819 by Holger Nahrstaedt

• Old pdoc scripts are removed and replaced by sphinx #822 by Holger Nahrstaedt

Version 0.7

January 2020

skopt.optimizer

• Enhancement Models queue has now a customizable size (model_queue_size). #803 by Kajetan Tukendorf and Holger Nahrstaedt

• Enhancement Add log-uniform prior to Integer space #805 by Alex Liebscher

skopt.plots

• Enhancement Support for plotting categorical dimensions #806 by jkleint

skopt.searchcv

• Fix Allow BayesSearchCV to work with sklearn 0.21. #777 by Kit Choi

Miscellaneous

• Fix Reduce the amount of deprecation warnings in unit tests #808 by Holger Nahrstaedt

• Fix Reduce the amount of deprecation warnings in unit tests #802 by Alex Liebscher

• joblib instead of sklearn.externals.joblib #776 by Vince Jankovics

• Improve travis CI unit tests (Different sklearn version are checked) #804 by Holger Nahrstaedt

• Removed versioneer support, to keep things simple and to fix pypi deploy #816 by Holger Nahrstaedt