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