fastshap

Fast Approximate Shapley Values

CRAN Package

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.


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

  • Imports2 packages
  • Enhances2 packages
  • Suggests9 packages
  • Linking To2 packages
  • Reverse Imports2 packages
  • Reverse Suggests4 packages
  • Reverse Enhances1 package