├── .codecov.yml ├── .coveragerc ├── .gitattributes ├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ ├── feature_request.md │ └── simple.md ├── PULL_REQUEST_TEMPLATE.md └── workflows │ ├── code.yml │ ├── codeql.yml │ ├── deploy.yml │ ├── general.yml │ └── libraries.yml ├── .gitignore ├── .pylintrc ├── CITATION.bib ├── LICENSE.md ├── README.md ├── code_of_conduct.md ├── diffprivlib ├── __init__.py ├── accountant.py ├── mechanisms │ ├── __init__.py │ ├── base.py │ ├── binary.py │ ├── bingham.py │ ├── exponential.py │ ├── gaussian.py │ ├── geometric.py │ ├── laplace.py │ ├── snapping.py │ ├── staircase.py │ ├── transforms │ │ ├── __init__.py │ │ ├── base.py │ │ ├── inttostring.py │ │ ├── roundedinteger.py │ │ └── stringtoint.py │ ├── uniform.py │ └── vector.py ├── models │ ├── __init__.py │ ├── forest.py │ ├── k_means.py │ ├── linear_regression.py │ ├── logistic_regression.py │ ├── naive_bayes.py │ ├── pca.py │ ├── standard_scaler.py │ └── utils.py ├── tools │ ├── __init__.py │ ├── histograms.py │ ├── quantiles.py │ └── utils.py ├── utils.py └── validation.py ├── docs ├── Makefile ├── conf.py ├── index.rst ├── make.bat └── modules │ ├── accountant.rst │ ├── mechanisms.rst │ ├── models.rst │ ├── tools.rst │ ├── transforms.rst │ ├── utils.rst │ └── validation.rst ├── notebooks ├── 30seconds.ipynb ├── 30seconds.png ├── README.md ├── accountant.ipynb ├── exploration.ipynb ├── histograms.ipynb ├── linear_regression.ipynb ├── logistic_regression.ipynb ├── naive_bayes.ipynb └── pipeline.ipynb ├── readthedocs.yml ├── setup.cfg ├── setup.py └── tests ├── __init__.py ├── mechanisms ├── __init__.py ├── test_BernoulliNegExp.py ├── test_Binary.py ├── test_Bingham.py ├── test_DPMachine.py ├── test_DPMechanism.py ├── test_Exponential.py ├── test_ExponentialCategorical.py ├── test_ExponentialHierarchical.py ├── test_Gaussian.py ├── test_GaussianAnalytic.py ├── test_GaussianDiscrete.py ├── test_Geometric.py ├── test_GeometricFolded.py ├── test_GeometricTruncated.py ├── test_Laplace.py ├── test_LaplaceBoundedDomain.py ├── test_LaplaceBoundedNoise.py ├── test_LaplaceFolded.py ├── test_LaplaceTruncated.py ├── test_PermuteAndFlip.py ├── test_Snapping.py ├── test_Staircase.py ├── test_TruncationAndFoldingMixin.py ├── test_Uniform.py ├── test_Vector.py └── transforms │ ├── __init__.py │ ├── test_DPTransformer.py │ ├── test_IntToString.py │ ├── test_RoundedInteger.py │ └── test_StringToInt.py ├── models ├── __init__.py ├── test_DecisionTreeClassifier.py ├── test_FittingTree.py ├── test_GaussianNB.py ├── test_KMeans.py ├── test_LinearRegression.py ├── test_LogisticRegression.py ├── test_PCA.py ├── test_RandomForestClassifier.py ├── test_StandardScaler.py ├── test_covariance_eig.py ├── test_incremental_mean_and_var.py └── test_logistic_regression_path.py ├── test_Budget.py ├── test_BudgetAccountant.py ├── test_check_bounds.py ├── test_check_epsilon_delta.py ├── test_check_random_state.py ├── test_clip_to_bounds.py ├── test_clip_to_norm.py └── tools ├── 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