Simulator code for AHRC's Addressing Algorithmic Bias tech paper.
The notebook generate_scenario_figures.ipynbgenerates the data, model and fairness plots in the technical paper when run.
The requirements.txt provides the Python prerequisites for running the notebook. These can be installed in a virtualenv, for example with:
pip install -r requirements.txt
Then, run jupyter notebook from the root directory of the repository and open the notebook generate_scenario_figures.ipynb.
Written by Simon O'Callaghan, Alistair Reid and Finnian Lattimore, Gradient Institute Ltd. .
Copyright (C) 2020 Gradient Institute Ltd. All Rights Reserved.