LICENSE.md
README.md
setup.cfg
setup.py
diffprivlib/__init__.py
diffprivlib/accountant.py
diffprivlib/utils.py
diffprivlib/validation.py
diffprivlib.egg-info/PKG-INFO
diffprivlib.egg-info/SOURCES.txt
diffprivlib.egg-info/dependency_links.txt
diffprivlib.egg-info/requires.txt
diffprivlib.egg-info/top_level.txt
diffprivlib/mechanisms/__init__.py
diffprivlib/mechanisms/base.py
diffprivlib/mechanisms/binary.py
diffprivlib/mechanisms/bingham.py
diffprivlib/mechanisms/exponential.py
diffprivlib/mechanisms/gaussian.py
diffprivlib/mechanisms/geometric.py
diffprivlib/mechanisms/laplace.py
diffprivlib/mechanisms/staircase.py
diffprivlib/mechanisms/uniform.py
diffprivlib/mechanisms/vector.py
diffprivlib/mechanisms/transforms/__init__.py
diffprivlib/mechanisms/transforms/base.py
diffprivlib/mechanisms/transforms/inttostring.py
diffprivlib/mechanisms/transforms/roundedinteger.py
diffprivlib/mechanisms/transforms/stringtoint.py
diffprivlib/models/__init__.py
diffprivlib/models/forest.py
diffprivlib/models/k_means.py
diffprivlib/models/linear_regression.py
diffprivlib/models/logistic_regression.py
diffprivlib/models/naive_bayes.py
diffprivlib/models/pca.py
diffprivlib/models/standard_scaler.py
diffprivlib/models/utils.py
diffprivlib/tools/__init__.py
diffprivlib/tools/histograms.py
diffprivlib/tools/quantiles.py
diffprivlib/tools/utils.py
tests/__init__.py
tests/test_Budget.py
tests/test_BudgetAccountant.py
tests/test_check_bounds.py
tests/test_check_epsilon_delta.py
tests/test_clip_to_bounds.py
tests/test_clip_to_norm.py
tests/mechanisms/__init__.py
tests/mechanisms/test_BernoulliNegExp.py
tests/mechanisms/test_Binary.py
tests/mechanisms/test_Bingham.py
tests/mechanisms/test_DPMachine.py
tests/mechanisms/test_DPMechanism.py
tests/mechanisms/test_Exponential.py
tests/mechanisms/test_ExponentialCategorical.py
tests/mechanisms/test_ExponentialHierarchical.py
tests/mechanisms/test_Gaussian.py
tests/mechanisms/test_GaussianAnalytic.py
tests/mechanisms/test_GaussianDiscrete.py
tests/mechanisms/test_Geometric.py
tests/mechanisms/test_GeometricFolded.py
tests/mechanisms/test_GeometricTruncated.py
tests/mechanisms/test_Laplace.py
tests/mechanisms/test_LaplaceBoundedDomain.py
tests/mechanisms/test_LaplaceBoundedNoise.py
tests/mechanisms/test_LaplaceFolded.py
tests/mechanisms/test_LaplaceTruncated.py
tests/mechanisms/test_PermuteAndFlip.py
tests/mechanisms/test_Staircase.py
tests/mechanisms/test_TruncationAndFoldingMixin.py
tests/mechanisms/test_Uniform.py
tests/mechanisms/test_Vector.py
tests/mechanisms/transforms/__init__.py
tests/mechanisms/transforms/test_DPTransformer.py
tests/mechanisms/transforms/test_IntToString.py
tests/mechanisms/transforms/test_RoundedInteger.py
tests/mechanisms/transforms/test_StringToInt.py
tests/models/__init__.py
tests/models/test_DecisionTreeClassifier.py
tests/models/test_GaussianNB.py
tests/models/test_KMeans.py
tests/models/test_LinearRegression.py
tests/models/test_LogisticRegression.py
tests/models/test_PCA.py
tests/models/test_RandomForestClassifier.py
tests/models/test_StandardScaler.py
tests/models/test_covariance_eig.py
tests/models/test_incremental_mean_and_var.py
tests/models/test_logistic_regression_path.py
tests/tools/__init__.py
tests/tools/test_count_nonzero.py
tests/tools/test_histogram.py
tests/tools/test_histogram2d.py
tests/tools/test_histogramdd.py
tests/tools/test_mean.py
tests/tools/test_median.py
tests/tools/test_nanmean.py
tests/tools/test_nanstd.py
tests/tools/test_nansum.py
tests/tools/test_nanvar.py
tests/tools/test_percentile.py
tests/tools/test_quantile.py
tests/tools/test_std.py
tests/tools/test_sum.py
tests/tools/test_var.py