This repository contains the code for the paper "Fair Graph Representation Learning: empowering NIFTY via Biased Edge Dropout and Fair Attribute Preprocessing" by Franco, D. and D'Amato, V. S. and Pasa, L. and Navarin, N. and Oneto, L. Follow the steps within 'notebooks/main.ipynb' to reproduce our results.