rasbt/mlxtend: Version 0.12.0

Downloads Source code (zip) Source code (tar.gz) New Features A new feature_importance_permuation function to compute the feature importance in classifiers and regressors via the permutation importance method (#358) The fit method of the ExhaustiveFeatureSelector now optionally accepts **fit_params for the estimator that is used for the feature selection. (#354 by Zach Griffith) The fit method of the SequentialFeatureSelector now optionally accepts **fit_params for the estimator that is used for the feature selection. (#350 by Zach Griffith) Changes Replaced plot_decision_regions colors by a colorblind-friendly palette and adds contour lines for decision regions. (#348) All stacking estimators now raise NonFittedErrors if any method for inference is called prior to fitting the estimator. (#353) Renamed the refit parameter of both the StackingClassifier and StackingCVClassifier to use_clones to be more explicit and less misleading. (#368) Bug Fixes Various changes in the documentation and documentation tools to fix formatting issues (#363) Fixes a bug where the StackingCVClassifier's meta features were not stored in the original order when shuffle=True (#370) Many documentation improvements, including links to the User Guides in the API docs (#371