Implementation for a reduction-based algorithm for fair regression.
Main usage: run script run_exp.py to reproduce results in the paper.
To run the code the following packages need to be installed:
- Gurobi solver. Avaiable at: http://www.gurobi.com/index
- Python package gurobipy. Avaiable with Anaconda: http://conda.anaconda.org/gurobi
- Python XGB package. This can be installed with "pip install xgboost"