Added - visualization_aids::print_decision_paths a method that converts decision tree to a python function. Changed - visualization_aids::draw_tree parameter features_names changed to feature_names. - visualization_aids::draw_tree parameters feature_names and class_names received default value. Fixed - Changed import of sklearn.tree.tree to sklearn.tree due to FutureWarning.
1.1
Added - added matplotlib testing Changed - removed metrics::plot_precision_recall and metrics::plot_roc_curve due duplication with Yellowbrick package - changed metrics::print_confusion_matrix to plot_confusion_matrix which returns a matplotlib figure - visualization_aids now do not require ipython - visualization_aids returns matplotlib figure objects - metrics returns matplotlib figure objects Fixed - docs - minor changes
1.0.4
Added - added install_requires, python_requires and license in setup.py - added changelog Changed - add version dependencies to requirements - changed tox virtualenv - changed classifiers in setup.py Fixed - fix tests for strings - minor changes
1.0.3
Added
Changed
Fixed - handle DeprecationWarning when using visualization_aids::draw_tree - fix tests for strings
1.0.2
Added - added method for feature visualization as visualization_aids::visualize_features Changed - updated syntax for dropping index in preprocess::get_correlated_features - updated documentation for new feature visualization in visualization_aids::visualize_features Fixed
1.0.1
Added - added module preprocess - documentation for modules metrics, preprocess, strings and visualization_aids Changed