This repository contains code which accompanies the paper: Assessing Model Behaviour on Extreme Counterfactuals
The paper describes "Convex Hull Iteration" - a technique to estimate model performance on extreme counterfactuals.
convex_hull_iteration.py contains Python code demonstrating the technique and visualizing results.
The code is written in Python 3.
Dependencies are in requirements.txt, and can be installed with:
pip3 install -r requirements.txt
To run the code from a terminal (in the repo directory):
python3 convex_hull_iteration.py