Contributing

…

Maintenance

Contributors

• Marcel Robeer (@MarcelRobeer)

• Elize Herrewijnen (@e.herrewijnen)

Todo

Tasks yet to be done:

• Word-level perturbations

• Add fairness-specific metrics:

  • Counterfactual fairness

• Add expected behavior

  • Robustness: equal to prior prediction, or in some cases might expect that it deviates

  • Fairness: may deviate from original prediction

• Tests

  • Add tests for perturbations

  • Add tests for sensitivity testing schemes

• Add visualization ability