NestedCV: A scikit-learn compatible class for nested cross-validation

Abstract

NestedCV() is a python class compatible with scikit-learn extensions. It provides functions that streamline the nested cross-validation setting for several ML algorithms, and can be used in scikit-learn pipelines and (hyper)parameter search. This package was created as a scikit-learn project-template.