ModelOriented/DALEXtra: Extension for 'DALEX' Package

Provides wrapper of various machine learning models. In applied machine learning, there is a strong belief that we need to strike a balance between interpretability and accuracy. However, in field of the interpretable machine learning, there are more and more new ideas for explaining black-box models, that are implemented in 'R'. 'DALEXtra' creates 'DALEX' Biecek (2018) <arXiv:1806.08915> explainer for many type of models including those created using 'python' 'scikit-learn' and 'keras' libraries.

Getting started

Package details

Maintainer
LicenseGPL
Version0.1.11
URL https://ModelOriented.github.io/DALEXtra/ https://github.com/ModelOriented/DALEXtra
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("ModelOriented/DALEXtra")
ModelOriented/DALEXtra documentation built on Nov. 14, 2019, 12:51 p.m.