All functions

adaptedData()

Convenience function for returning adapted data

compas

COMPAS dataset.

computeQuants()

Compute Quantiles generic for the Quantile Learning step.

fairTwins()

Fair Twin Inspection convenience function.

fairadapt()

Fairadapt

fairadaptBoot()

Fairadapt Boostrap wrapper

gov_census

Census information of US government employees.

graphModel()

Obtaining the graphical causal model (GCM)

predict(<fairadapt>)

Prediction function for new data from a saved fairadapt object.

predict(<fairadaptBoot>)

Prediction function for new data from a saved fairadaptBoot object.

quantFit()

Quality of quantile fit statistics.

rangerQuants() linearQuants() mcqrnnQuants()

Quantile Engine Constructor for the Quantile Learning step.

uni_admission

University admission data of 1,000 students.

visualizeGraph()

Visualize Graphical Causal Model