Consistent Individualized Feature Attribution for Tree Ensembles

Code

• github.com/linkedin/fasttreeshap
  none★ 553
• github.com/shaoshanglqy/shap-shapley
  tf★ 10
• github.com/austinbrown34/shap
  tf★ 0
• github.com/chaitjo/working-women
  none★ 0
• github.com/liuyanguu/SHAPforxgboost
  none★ 0
• github.com/llja0112/SHAP-viz
  none★ 0
• github.com/saivarunr/xshap
  tf★ 0
• github.com/pkozelka/treeshap
  none★ 0

Abstract

A unified approach to explain the output of any machine learning model.

Tasks

Reproductions