API for DPpack
Differentially Private Statistical Analysis and Machine Learning
| Global functions | |
|---|---|
| EmpiricalRiskMinimizationDP.CMS | Man page |
| EmpiricalRiskMinimizationDP.KST | Man page |
| ExponentialMechanism | Man page |
| GaussianMechanism | Man page |
| LaplaceMechanism | Man page |
| LinearRegressionDP | Man page |
| LogisticRegressionDP | Man page |
| WeightedERMDP.CMS | Man page |
| calibrateAnalyticGaussianMechanism | Man page Source code |
| covDP | Man page |
| covDataAccess | Man page |
| generate.loss.gr.huber | Man page Source code |
| generate.loss.huber | Man page Source code |
| generate.sampling | Man page Source code |
| histogramDP | Man page Source code |
| histogramDataAccess | Man page |
| loss.cross.entropy | Man page Source code |
| loss.gr.cross.entropy | Man page Source code |
| loss.gr.squared.error | Man page Source code |
| loss.squared.error | Man page Source code |
| mapXy.gr.linear | Man page Source code |
| mapXy.gr.sigmoid | Man page Source code |
| mapXy.linear | Man page Source code |
| mapXy.sigmoid | Man page Source code |
| meanDP | Man page |
| meanDataAccess | Man page |
| medianDP | Man page |
| phi.gaussian | Man page Source code |
| pooledCovDP | Man page Source code |
| pooledCovDataAccess | Man page Source code |
| pooledVarDP | Man page Source code |
| pooledVarDataAccess | Man page Source code |
| quantileDP | Man page |
| quantileDataAccess | Man page |
| regularizer | Source code |
| regularizer.gr | Source code |
| regularizer.gr.l2 | Man page Source code |
| regularizer.l2 | Man page Source code |
| sdDP | Man page |
| svmDP | Man page |
| tableDP | Man page Source code |
| tableDataAccess | Man page Source code |
| test_Exponential | Source code |
| test_Gaussian | Source code |
| test_Laplace | Source code |
| test_covDP | Source code |
| test_histogramDP | Source code |
| test_meanDP | Source code |
| test_medianDP | Source code |
| test_pooledCovDP | Source code |
| test_pooledVarDP | Source code |
| test_quantileDP | Source code |
| test_sdDP | Source code |
| test_tableDP | Source code |
| test_varDP | Source code |
| tune_classification_model | Man page Source code |
| tune_linear_regression_model | Man page Source code |
| varDP | Man page |
| varDataAccess | Man page |
