This repository contains the source code of the Python package related to the MADD metric.
This package is available on pypi and GitHub.
It can be installed using pip (with command line pip install maddlib or python3 -m pip install maddlib).
If an error occurs, please check first that your Python version is greater than 3.10.4.
Some example notebooks are in test folder. You can use the MADD to evaluate algorithmic fairness or to mitigate algorithmic unfairness.
If you are using this package, please cite:
M. Verger, S. Lallé, F. Bouchet, and V. Luengo. Is Your Model ”MADD”? A Novel Metric to Evaluate Algorithmic Fairness for Predictive Student Models. In M. Feng, T. Käser, and P. Talukdar, editors, Proceedings of the 16th International Conference on Educational Data Mining, pages 91–102, Bengaluru, India, July 2023. International Educational Data Mining Society.
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
