├── .gitignore ├── README.md ├── miniml ├── __init__.py └── sklearn │ ├── __init__.py │ ├── cluster │ ├── KMeans.py │ ├── __init__.py │ └── tests │ │ └── test_KMeans.py │ ├── ensemble │ ├── BaggingClassifier.py │ ├── BaggingRegressor.py │ ├── ExtraTreesClassifier.py │ ├── ExtraTreesRegressor.py │ ├── GradientBoostingClassifier.py │ ├── GradientBoostingRegressor.py │ ├── RandomForestClassifier.py │ ├── RandomForestRegressor.py │ ├── __init__.py │ └── tests │ │ ├── __init__.py │ │ ├── test_BaggingClassifier.py │ │ ├── test_BaggingRegressor.py │ │ ├── test_ExtraTreesClassifier.py │ │ ├── test_ExtraTreesRegressor.py │ │ ├── test_GradientBoostingRegressor.py │ │ ├── test_RandomForestClassifier.py │ │ ├── test_RandomForestRegressor.py │ │ └── tests_GradientBoostingClassifier.py │ ├── gaussian_process │ ├── GaussianProcessClassifier.py │ ├── GaussianProcessRegressor.py │ ├── __init__.py │ └── tests │ │ ├── test_GaussianProcessClassifier.py │ │ └── test_GaussianProcessRegressor.py │ ├── linear_model │ ├── ElasticNet.py │ ├── Lasso.py │ ├── LinearRegression.py │ ├── LogisticRegression.py │ ├── Ridge.py │ ├── SGDClassifier.py │ ├── SGDRegressor.py │ ├── __init__.py │ └── tests │ │ ├── test_ElasticNet.py │ │ ├── test_Lasso.py │ │ ├── test_LinearRegression.py │ │ ├── test_LogisticRegression.py │ │ ├── test_Ridge.py │ │ ├── test_SGDClassifier.py │ │ └── test_SGDRegressor.py │ ├── metrics │ ├── __init__.py │ ├── _classification.py │ ├── _regression.py │ └── tests │ │ ├── test_classification.py │ │ └── test_regression.py │ ├── model_selection │ ├── KFold.py │ ├── ShuffleSplit.py │ ├── StratifiedKFold.py │ ├── __init__.py │ └── tests │ │ ├── test_KFold.py │ │ ├── test_ShuffleSplit.py │ │ └── test_StratifiedKFold.py │ ├── naive_bayes │ ├── BernoulliNB.py │ ├── CategoricalNB.py │ ├── ComplementNB.py │ ├── GaussianNB.py │ ├── __init__.py │ └── tests │ │ ├── test_CategoricalNB.py │ │ ├── test_ComplementNB.py │ │ ├── test_GaussianNB.py │ │ └── tests_BernoulliNB.py │ ├── neighbors │ ├── KNeighborsClassifier.py │ ├── KNeighborsRegressor.py │ ├── RadiusNeighborsClassifier.py │ ├── RadiusNeighborsRegressor.py │ ├── __init__.py │ └── tests │ │ ├── test_KNeighborsClassifier.py │ │ ├── test_KNeighborsRegressor.py │ │ ├── test_RadiusNeighborsClassifier.py │ │ ├── test_RadiusNeighborsRegressor.py │ │ └── tests_RadiusNeighborsRegressor.py │ ├── neural_network │ ├── BernoulliRBM.py │ ├── MLPClassifier.py │ ├── MLPRegressor.py │ ├── __init__.py │ └── tests │ │ ├── test_BernoulliRBM.py │ │ ├── test_MLPClassifier.py │ │ └── test_MLPRegressor.py │ └── tree │ ├── DecisionTreeClassifier.py │ ├── DecisionTreeRegressor.py │ ├── ExtraTreeClassifier.py │ ├── ExtraTreeRegressor.py │ ├── __init__.py │ └── tests │ ├── test_DecisionTreeClassifier.py │ ├── test_DecisionTreeRegressor.py │ ├── test_ExtraTreeClassifier.py │ └── test_ExtraTreeRegressor.py ├── requirements.txt └── setup.py /.gitignore: -------------------------------------------------------------------------------- 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