Differentially Private Statistical Analysis and Machine Learning

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Documentation for package ‘DPpack’ version 0.1.0

• DESCRIPTION file.

Help Pages

covDP	Differentially Private Covariance
ExponentialMechanism	Exponential Mechanism
GaussianMechanism	Gaussian Mechanism
histogramDP	Differentially Private Histogram
LaplaceMechanism	Laplace Mechanism
LinearRegressionDP	Privacy-preserving Linear Regression
LogisticRegressionDP	Privacy-preserving Logistic Regression
meanDP	Differentially Private Mean
medianDP	Differentially Private Median
pooledCovDP	Differentially Private Pooled Covariance
pooledVarDP	Differentially Private Pooled Variance
quantileDP	Differentially Private Quantile
sdDP	Differentially Private Standard Deviation
svmDP	Privacy-preserving Support Vector Machine
tableDP	Differentially Private Contingency Table
tune_classification_model	Privacy-preserving Hyperparameter Tuning for Binary Classification Models
tune_linear_regression_model	Privacy-preserving Hyperparameter Tuning for Linear Regression Models
varDP	Differentially Private Variance