Man pages for DPpack
Differentially Private Statistical Analysis and Machine Learning

covDataAccessDifferentially Private Covariance Data Access Function
covDPDifferentially Private Covariance
EmpiricalRiskMinimizationDP.CMSPrivacy-preserving Empirical Risk Minimization for Binary...
EmpiricalRiskMinimizationDP.KSTPrivacy-preserving Empirical Risk Minimization for Regression
ExponentialMechanismExponential Mechanism
GaussianMechanismGaussian Mechanism
generate.loss.gr.huberGenerator for Huber Loss Function Gradient
generate.loss.huberGenerator for Huber Loss Function
generate.samplingGenerator for Sampling Distribution Function for Gaussian...
histogramDataAccessDifferentially Private Histogram Data Access Function
histogramDPDifferentially Private Histogram
LaplaceMechanismLaplace Mechanism
LinearRegressionDPPrivacy-preserving Linear Regression
LogisticRegressionDPPrivacy-preserving Logistic Regression
loss.cross.entropyCross Entropy Loss Function
loss.gr.cross.entropyCross Entropy Loss Function Gradient
loss.gr.squared.errorSquared error Loss Function Gradient
loss.squared.errorSquared Error Loss Function
mapXy.gr.linearLinear Map Function Gradient
mapXy.gr.sigmoidSigmoid Map Function Gradient
mapXy.linearLinear Map Function
mapXy.sigmoidSigmoid Map Function
meanDataAccessDifferentially Private Mean Data Access Function
meanDPDifferentially Private Mean
medianDPDifferentially Private Median
phi.gaussianTransform Function for Gaussian Kernel Approximation
pooledCovDataAccessDifferentially Private Pooled Covariance Data Access Function
pooledCovDPDifferentially Private Pooled Covariance
pooledVarDataAccessDifferentially Private Pooled Variance Data Access Function
pooledVarDPDifferentially Private Pooled Variance
quantileDataAccessDifferentially Private Quantile Data Access Function
quantileDPDifferentially Private Quantile
regularizer.gr.l2l2 Regularizer Gradient
regularizer.l2l2 Regularizer
sdDPDifferentially Private Standard Deviation
svmDPPrivacy-preserving Support Vector Machine
tableDataAccessDifferentially Private Contingency Table Data Access Function
tableDPDifferentially Private Contingency Table
tune_classification_modelPrivacy-preserving Hyperparameter Tuning for Binary...
tune_linear_regression_modelPrivacy-preserving Hyperparameter Tuning for Linear...
varDataAccessDifferentially Private Variance Data Access Function
varDPDifferentially Private Variance
WeightedERMDP.CMSPrivacy-preserving Weighted Empirical Risk Minimization
DPpack documentation built on April 8, 2023, 9:09 a.m.