rasbt/mlxtend: Version 0.18.0
Sebastian Raschka, J. Bourbeau, Reiichiro Nakano, Kota Mori, Griffith, Zach, JJLWHarrison, Will McGinnis, Jakub Šmíd, Daniel Daniel, Guillaume Poirier‐Morency, Qiang Gu, Colin Colin, Floris Hoogenboom, Steve Harenberg, Vahid Mirjalili, Barbier, Denis, Alejandro Correa Bahnsen, Gabriel Azevedo Ferreira, Janpreet Singh, Laurens Geffert · Zenodo (CERN European Organization for Nuclear Research) · 2020
New Features Add predict_proba kwarg to bootstrap methods, to allow bootstrapping of scoring functions that take in probability values. (#700 via Adam Li) Add a cell_values parameter to mlxtend.plotting.heatmap() to optionally suppress cell annotations by setting cell_values=False. (#703 Changes Implemented both use_clones and fit_base_estimators (previously refit in EnsembleVoteClassifier) for EnsembleVoteClassifier and StackingClassifier. (#670 via Katrina Ni) Switched to using raw strings for regex in mlxtend.text to prevent deprecation warning in Python 3.8 (#688) Slice data in sequential forward selection before sending to parallel backend, reducing memory consumption. Bug Fixes Fixes axis DeprecationWarning in matplotlib v3.1.0 and newer. (#673) Fixes an issue with using meshgrid in no_information_rate function used by the bootstrap_point632_score function for the .632+ estimate. (#688) Fixes an issue in fpmax that could lead to incorrect support values. (#692 via Steve Harenberg)