Fair Data Adaptation with Quantile Preservation


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Documentation for package ‘fairadapt’ version 0.2.1

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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