A Python package to compute MADD metric-related functions
Project description
maddlib
This repository contains the source code of the Python package related to the MADD metric.
Installation
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.
Getting started
Some example notebooks are in test folder. You can use the MADD to evaluate algorithmic fairness or to mitigate algorithmic unfairness.
Reference
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.
License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
