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 |