DESlib: A Dynamic ensemble selection library in Python

Abstract

DESlib is an open-source python library providing the implementation of several dynamic selection techniques. The library is divided into three modules: (i) \emph{dcs}, containing the implementation of dynamic classifier selection methods (DCS); (ii) \emph{des}, containing the implementation of dynamic ensemble selection methods (DES); (iii) \emph{static}, with the implementation of static ensemble techniques. The library is fully documented (documentation available online on Read the Docs), has a high test coverage (this http URL) and is part of the scikit-learn-contrib supported projects. Documentation, code and examples can be found on its GitHub page: this https URL.