kernelshap

Kernel SHAP

CRAN Package

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'.


Documentation


Team


Insights

Last 30 days

Last 365 days

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Depends1 package
  • Imports4 packages
  • Suggests2 packages
  • Reverse Imports1 package