CRAN/E | kernelshap

kernelshap

Kernel SHAP

Installation

About

Efficient implementation of Kernel SHAP, see Lundberg and Lee (2017), and Covert and Lee (2021) . Furthermore, for up to 14 features, exact permutation SHAP values can be calculated. The package plays well together with meta-learning packages like 'tidymodels', 'caret' or 'mlr3'. Visualizations can be done using the R package 'shapviz'.

github.com/ModelOriented/kernelshap
Bug report File report

Key Metrics

Version 0.4.1
R ≥ 3.2.0
Published 2023-12-03 138 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks kernelshap results

Downloads

Yesterday 22
Last 7 days 105 -47%
Last 30 days 844 -32%
Last 90 days 3.021 -0%
Last 365 days 11.061 +174%

Maintainer

Maintainer

Michael Mayer

mayermichael79@gmail.com

Authors

Michael Mayer

aut / cre

David Watson

aut

Przemyslaw Biecek

ctb

Material

README
NEWS
Reference manual
Package source

In Views

MachineLearning

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

kernelshap archive

Depends

R ≥ 3.2.0

Imports

foreach
stats
utils

Suggests

doFuture
testthat ≥ 3.0.0

Reverse Imports

survex