# Fair Data Adaptation with Quantile Preservation

## Documentation for package ‘fairadapt’ version 0.2.1

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

## Help Pages

adaptedData | Convenience function for returning adapted data
computeQuants | Compute Quantiles generic for the Quantile Learning step.
fairadapt | Fairadapt
fairTwins | Fair Twin Inspection convenience function.
gov_census | Census information of US government employees.
graphModel | Obtaining the graphical causal model (GCM)
linearQuants | Compute Quantiles using linear quantile regression ('quantreg' package) in the Quantile Learning step.
mcqrnnQuants | Compute Quantiles using monotone quantile regression neural networks ('mcqrnn' package) in the Quantile Learning step.
rangerQuants | Compute Quantiles using random forests ('ranger' package) in the Quantile Learning step.
uni_admission | Univeristy admission data of 1,000 students.
visualizeGraph | Visualize Graphical Causal Model