This package is considered a duplicate. The official version of this package is found at:https://bgreenwell.r-universe.dev/fastshap

Package: fastshap 0.1.1

Brandon Greenwell

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.

Authors:Brandon Greenwell [aut, cre]

fastshap_0.1.1.tar.gz
fastshap_0.1.1.zip(r-4.7)fastshap_0.1.1.zip(r-4.6)fastshap_0.1.1.zip(r-4.5)
fastshap_0.1.1.tgz(r-4.6-x86_64)fastshap_0.1.1.tgz(r-4.6-arm64)fastshap_0.1.1.tgz(r-4.5-x86_64)fastshap_0.1.1.tgz(r-4.5-arm64)
fastshap_0.1.1.tar.gz(r-4.7-arm64)fastshap_0.1.1.tar.gz(r-4.7-x86_64)fastshap_0.1.1.tar.gz(r-4.6-arm64)fastshap_0.1.1.tar.gz(r-4.6-x86_64)
fastshap_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
fastshap/json (API)
NEWS

# Install 'fastshap' in R:

install.packages('fastshap', repos = c('https://cranhaven.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/bgreenwell/fastshap/issues

Pkgdown/docs site:https://bgreenwell.github.io

Uses libs:

c++– GNU Standard C++ Library v3

Datasets:

titanic - Survival of Titanic passengers
titanic_mice - Survival of Titanic passengers

On CRAN:

archived packages r-universe cpp

6.02 score 5 stars 2 packages 425 scripts 8.3k downloads 2 exports 5 dependencies

Last updated from:69e60b8c24 (on package/fastshap). Checks:11 ERROR, 2 OK. Indexed: no.

Target	Result	Time
linux-devel-arm64	ERROR	137
linux-devel-x86_64	ERROR	252
source / vignettes	OK	231
linux-release-arm64	ERROR	153
linux-release-x86_64	ERROR	290
macos-release-arm64	ERROR	98
macos-release-x86_64	ERROR	402
macos-oldrel-arm64	ERROR	110
macos-oldrel-x86_64	ERROR	290
windows-devel	ERROR	125
windows-release	ERROR	138
windows-oldrel	ERROR	140
wasm-release	OK	116

Exports:explain gen_friedman

Dependencies:codetools foreach iterators Rcpp RcppArmadillo

fastshap

Rendered fromfastshap.Rmdusingknitr::rmarkdownon May 27 2026.

Last update: 2026-05-27
Started: 2026-05-27

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Fast approximate Shapley values	explain explain.default explain.lgb.Booster explain.lm explain.xgb.Booster
Friedman benchmark data	gen_friedman
Survival of Titanic passengers	titanic
Survival of Titanic passengers	titanic_mice