fastshap

CRAN
status R-CMD-check Codecov test
coverage Lifecycle:
experimental

The goal of fastshap is to provide an efficient and speedy (relative to other implementations) approach to computing approximate Shapley values which help explain the predictions from machine learning models.

Installation

# Install the latest stable version from CRAN:
install.packages("fastshap")

# Install the latest development version from GitHub:
if (!requireNamespace("remotes")) {
  install.packages("remotes")
}
remotes::install_github("bgreenwell/fastshap")

Fastshap

Fast approximate Shapley values in R

Fastshap Info

⭐ Stars 77
🔗 Homepage bgreenwell.github.io
🔗 Source Code github.com
🕒 Last Update 5 months ago
🕒 Created 3 years ago
🐞 Open Issues 18
➗ Star-Issue Ratio 4
😎 Author bgreenwell