Counterfactual Fairness
Julia package implementing counterfactual reasoning methods to assess fairness criteria in algorithmic decision-making systems.
Developed CounterfactualFairness.jl, a Julia package implementing counterfactual reasoning methods for algorithmic fairness. The package provides tools for assessing multiple fairness criteria including counterfactual fairness and path-specific effects in decision-making systems. A blogpost detailing the implementation can be found here.