# Differentially Private Statistical Analysis and Machine Learning

## Documentation for package ‘DPpack’ version 0.2.2

- DESCRIPTION file
- Package README

## 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