bgreenwell/fastshap: Fast Approximate Shapley Values

Computes fast (relative to other implementations) approximate Shapley values for any supervised learning model. Shapley values help to explain the predictions from any black box model using ideas from game theory; see Strumbel and Kononenko (2014) <doi:10.1007/s10115-013-0679-x> for details.

Getting started

Package details

Maintainer
LicenseGPL (>= 2)
Version0.1.1
URL https://github.com/bgreenwell/fastshap https://bgreenwell.github.io/fastshap/
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("bgreenwell/fastshap")
bgreenwell/fastshap documentation built on Feb. 24, 2024, 7:44 a.m.