Files in DPpack

Differentially Private Statistical Analysis and Machine Learning

README.md R/StatModels_test.R R/DataAccess.R R/StatFunctions_test.R R/Mechanisms_test.R R/AnalyticGaussianMechanismUtils.R R/StatModels.R R/Mechanisms.R R/StatFunctions.R tests/testthat.R man/mapXy.sigmoid.Rd man/varDP.Rd man/mapXy.gr.linear.Rd man/pooledVarDataAccess.Rd man/sdDP.Rd man/histogramDP.Rd man/quantileDataAccess.Rd man/varDataAccess.Rd man/phi.gaussian.Rd man/quantileDP.Rd man/generate.loss.gr.huber.Rd man/LinearRegressionDP.Rd man/calibrateAnalyticGaussianMechanism.Rd man/meanDP.Rd man/WeightedERMDP.CMS.Rd man/EmpiricalRiskMinimizationDP.CMS.Rd man/generate.sampling.Rd man/meanDataAccess.Rd man/LogisticRegressionDP.Rd man/loss.squared.error.Rd man/covDataAccess.Rd man/pooledCovDataAccess.Rd man/regularizer.gr.l2.Rd man/mapXy.linear.Rd man/pooledVarDP.Rd man/tune_classification_model.Rd man/pooledCovDP.Rd man/svmDP.Rd man/generate.loss.huber.Rd man/mapXy.gr.sigmoid.Rd man/loss.cross.entropy.Rd man/loss.gr.squared.error.Rd man/medianDP.Rd man/tune_linear_regression_model.Rd man/tableDP.Rd man/EmpiricalRiskMinimizationDP.KST.Rd man/regularizer.l2.Rd man/histogramDataAccess.Rd man/covDP.Rd man/loss.gr.cross.entropy.Rd man/tableDataAccess.Rd man/ExponentialMechanism.Rd man/GaussianMechanism.Rd man/LaplaceMechanism.Rd