/trex

ICML '20 XXAI Workshop paper: "TREX: Tree-Ensemble Representer-Point Explanations."

Primary LanguagePython

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TREX (Tree-ensemble Representer-point EXamples) is a tool that uses a kernelized model to identify the influential training samples responsible for a given prediction from tree ensembles such as random forests (RF) or gradient boosted decision trees (GBDT).

Install

  1. Install Python 3.7+
  2. Install dependencies and compile project.
    • Run make all.