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An official code for the paper "A Fair Classifier using Kernel Density Estimation" (paper)

Run the following command to install required packages:

pip install -r requirements.txt

Supported benchmark datasets

  • COMPAS Recidivism
  • Adult Census Income
  • Law School Admissions (LSAC)
  • Multi-class synthetic dataset
  • Multiple-sensitive-attribute synthetic dataset

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