This repository contains the code to reproduce the results of the submission "Fair Clustering: A Causal Perspective".
Figure 3 can be reproduced by running the script figure_3.R.
The causally fair clustering analysis of the UCI Adult data can be reproduced by running the script causally_fair_adult.R.
The causally fair clustering analysis of the COMPAS data can be reproduced by running the script causally_fair_compas.R.