# Fair Data Adaptation with Quantile Preservation

## Documentation for package ‘fairadapt’ version 0.2.6

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

adaptedData | Convenience function for returning adapted data
adaptedData.fairadapt | Convenience function for returning adapted data
adaptedData.fairadaptBoot | Convenience function for returning adapted data
compas | COMPAS dataset.
computeQuants | Compute Quantiles generic for the Quantile Learning step.
fairadapt | Fairadapt
fairadaptBoot | Fairadapt Boostrap wrapper
fairTwins | Fair Twin Inspection convenience function.
gov_census | Census information of US government employees.
graphModel | Obtaining the graphical causal model (GCM)
linearQuants | Quantile Engine Constructor for the Quantile Learning step.
mcqrnnQuants | Quantile Engine Constructor for the Quantile Learning step.
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 | Quantile Engine Constructor for the Quantile Learning step.
uni_admission | University admission data of 1,000 students.
visualizeGraph | Visualize Graphical Causal Model