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[ |
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[ |
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[ |
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[ |
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[ |
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[ |
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"RidgeCV" |
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[ |
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[ |
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"BaseSGD" |
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"BaseSGDClassifier" |
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[ |
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[ |
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"SGDClassifier" |
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[ |
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"SGDRegressor" |
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"TheilSenRegressor" |
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"Isomap" |
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"LocallyLinearEmbedding" |
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"MDS" |
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"SpectralEmbedding" |
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"TSNE" |
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"EstimatorWithFit" |
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"EstimatorWithFitAndPredict" |
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|
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|
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[ |
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"BaseMixture" |
|
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|
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|
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|
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[ |
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"GaussianMixture" |
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[ |
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"KFold" |
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"GroupKFold" |
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"TimeSeriesSplit" |
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"ShuffleSplit" |
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"GroupShuffleSplit" |
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[ |
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"StratifiedShuffleSplit" |
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[ |
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"PredefinedSplit" |
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] |
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[ |
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"_CVIterableWrapper" |
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[ |
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"OneTimeSplitter" |
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] |
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[ |
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"LinearSVCNoScore" |
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] |
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"BrokenClassifier" |
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[ |
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|
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[ |
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"MockImprovingEstimator" |
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"MockEstimatorWithParameter" |
|
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[ |
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[ |
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] |
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|
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[ |
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"RFWithDecisionFunction" |
|
] |
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] |
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[ |
|
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[ |
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|
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|
] |
|
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[ |
|
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|
[ |
|
"OneVsRestClassifier" |
|
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|
] |
|
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|
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|
[ |
|
"OneVsOneClassifier" |
|
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|
] |
|
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|
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|
[ |
|
"OutputCodeClassifier" |
|
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|
] |
|
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|
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[ |
|
"MultiOutputEstimator" |
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] |
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[ |
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|
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[ |
|
"MultiOutputClassifier" |
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] |
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[ |
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"ClassifierChain" |
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[ |
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"RegressorChain" |
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[ |
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"BaseNB" |
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] |
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[ |
|
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[ |
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"GaussianNB" |
|
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|
] |
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[ |
|
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[ |
|
"BaseDiscreteNB" |
|
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|
] |
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[ |
|
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[ |
|
"MultinomialNB" |
|
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|
] |
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|
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[ |
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"ComplementNB" |
|
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|
] |
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|
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[ |
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"BernoulliNB" |
|
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|
] |
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[ |
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[ |
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"NeighborsBase" |
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] |
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[ |
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[ |
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"KNeighborsMixin" |
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] |
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] |
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[ |
|
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[ |
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"RadiusNeighborsMixin" |
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] |
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] |
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[ |
|
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[ |
|
"SupervisedFloatMixin" |
|
] |
|
] |
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], |
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[ |
|
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[ |
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"SupervisedIntegerMixin" |
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] |
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[ |
|
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[ |
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"UnsupervisedMixin" |
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] |
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], |
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[ |
|
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|
[ |
|
"KNeighborsClassifier" |
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] |
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] |
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], |
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[ |
|
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[ |
|
"RadiusNeighborsClassifier" |
|
] |
|
] |
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], |
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[ |
|
"sklearn/neighbors/kde.py", |
|
[ |
|
"KernelDensity" |
|
] |
|
] |
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], |
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[ |
|
"sklearn/neighbors/lof.py", |
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[ |
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"LocalOutlierFactor" |
|
] |
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] |
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], |
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"NeighborhoodComponentsAnalysis": [ |
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[ |
|
"sklearn/neighbors/nca.py", |
|
[ |
|
"NeighborhoodComponentsAnalysis" |
|
] |
|
] |
|
], |
|
"NearestCentroid": [ |
|
[ |
|
"sklearn/neighbors/nearest_centroid.py", |
|
[ |
|
"NearestCentroid" |
|
] |
|
] |
|
], |
|
"KNeighborsRegressor": [ |
|
[ |
|
"sklearn/neighbors/regression.py", |
|
[ |
|
"KNeighborsRegressor" |
|
] |
|
] |
|
], |
|
"RadiusNeighborsRegressor": [ |
|
[ |
|
"sklearn/neighbors/regression.py", |
|
[ |
|
"RadiusNeighborsRegressor" |
|
] |
|
] |
|
], |
|
"LossStorer": [ |
|
[ |
|
"sklearn/neighbors/tests/test_nca.py", |
|
[ |
|
"test_toy_example_collapse_points", |
|
"LossStorer" |
|
] |
|
] |
|
], |
|
"TransformationStorer": [ |
|
[ |
|
"sklearn/neighbors/tests/test_nca.py", |
|
[ |
|
"test_expected_transformation_shape", |
|
"TransformationStorer" |
|
] |
|
] |
|
], |
|
"NearestNeighbors": [ |
|
[ |
|
"sklearn/neighbors/unsupervised.py", |
|
[ |
|
"NearestNeighbors" |
|
] |
|
] |
|
], |
|
"BaseOptimizer": [ |
|
[ |
|
"sklearn/neural_network/_stochastic_optimizers.py", |
|
[ |
|
"BaseOptimizer" |
|
] |
|
] |
|
], |
|
"SGDOptimizer": [ |
|
[ |
|
"sklearn/neural_network/_stochastic_optimizers.py", |
|
[ |
|
"SGDOptimizer" |
|
] |
|
] |
|
], |
|
"AdamOptimizer": [ |
|
[ |
|
"sklearn/neural_network/_stochastic_optimizers.py", |
|
[ |
|
"AdamOptimizer" |
|
] |
|
] |
|
], |
|
"BaseMultilayerPerceptron": [ |
|
[ |
|
"sklearn/neural_network/multilayer_perceptron.py", |
|
[ |
|
"BaseMultilayerPerceptron" |
|
] |
|
] |
|
], |
|
"MLPClassifier": [ |
|
[ |
|
"sklearn/neural_network/multilayer_perceptron.py", |
|
[ |
|
"MLPClassifier" |
|
] |
|
] |
|
], |
|
"MLPRegressor": [ |
|
[ |
|
"sklearn/neural_network/multilayer_perceptron.py", |
|
[ |
|
"MLPRegressor" |
|
] |
|
] |
|
], |
|
"BernoulliRBM": [ |
|
[ |
|
"sklearn/neural_network/rbm.py", |
|
[ |
|
"BernoulliRBM" |
|
] |
|
] |
|
], |
|
"Pipeline": [ |
|
[ |
|
"sklearn/pipeline.py", |
|
[ |
|
"Pipeline" |
|
] |
|
], |
|
[ |
|
"sklearn/utils/tests/test_pprint.py", |
|
[ |
|
"Pipeline" |
|
] |
|
] |
|
], |
|
"FeatureUnion": [ |
|
[ |
|
"sklearn/pipeline.py", |
|
[ |
|
"FeatureUnion" |
|
] |
|
] |
|
], |
|
"KBinsDiscretizer": [ |
|
[ |
|
"sklearn/preprocessing/_discretization.py", |
|
[ |
|
"KBinsDiscretizer" |
|
] |
|
] |
|
], |
|
"_BaseEncoder": [ |
|
[ |
|
"sklearn/preprocessing/_encoders.py", |
|
[ |
|
"_BaseEncoder" |
|
] |
|
] |
|
], |
|
"OneHotEncoder": [ |
|
[ |
|
"sklearn/preprocessing/_encoders.py", |
|
[ |
|
"OneHotEncoder" |
|
] |
|
] |
|
], |
|
"OrdinalEncoder": [ |
|
[ |
|
"sklearn/preprocessing/_encoders.py", |
|
[ |
|
"OrdinalEncoder" |
|
] |
|
] |
|
], |
|
"FunctionTransformer": [ |
|
[ |
|
"sklearn/preprocessing/_function_transformer.py", |
|
[ |
|
"FunctionTransformer" |
|
] |
|
] |
|
], |
|
"MinMaxScaler": [ |
|
[ |
|
"sklearn/preprocessing/data.py", |
|
[ |
|
"MinMaxScaler" |
|
] |
|
] |
|
], |
|
"StandardScaler": [ |
|
[ |
|
"sklearn/preprocessing/data.py", |
|
[ |
|
"StandardScaler" |
|
] |
|
], |
|
[ |
|
"sklearn/utils/tests/test_pprint.py", |
|
[ |
|
"StandardScaler" |
|
] |
|
] |
|
], |
|
"MaxAbsScaler": [ |
|
[ |
|
"sklearn/preprocessing/data.py", |
|
[ |
|
"MaxAbsScaler" |
|
] |
|
] |
|
], |
|
"RobustScaler": [ |
|
[ |
|
"sklearn/preprocessing/data.py", |
|
[ |
|
"RobustScaler" |
|
] |
|
] |
|
], |
|
"PolynomialFeatures": [ |
|
[ |
|
"sklearn/preprocessing/data.py", |
|
[ |
|
"PolynomialFeatures" |
|
] |
|
] |
|
], |
|
"Normalizer": [ |
|
[ |
|
"sklearn/preprocessing/data.py", |
|
[ |
|
"Normalizer" |
|
] |
|
] |
|
], |
|
"Binarizer": [ |
|
[ |
|
"sklearn/preprocessing/data.py", |
|
[ |
|
"Binarizer" |
|
] |
|
] |
|
], |
|
"KernelCenterer": [ |
|
[ |
|
"sklearn/preprocessing/data.py", |
|
[ |
|
"KernelCenterer" |
|
] |
|
] |
|
], |
|
"QuantileTransformer": [ |
|
[ |
|
"sklearn/preprocessing/data.py", |
|
[ |
|
"QuantileTransformer" |
|
] |
|
] |
|
], |
|
"PowerTransformer": [ |
|
[ |
|
"sklearn/preprocessing/data.py", |
|
[ |
|
"PowerTransformer" |
|
] |
|
] |
|
], |
|
"LabelEncoder": [ |
|
[ |
|
"sklearn/preprocessing/label.py", |
|
[ |
|
"LabelEncoder" |
|
] |
|
] |
|
], |
|
"LabelBinarizer": [ |
|
[ |
|
"sklearn/preprocessing/label.py", |
|
[ |
|
"LabelBinarizer" |
|
] |
|
] |
|
], |
|
"MultiLabelBinarizer": [ |
|
[ |
|
"sklearn/preprocessing/label.py", |
|
[ |
|
"MultiLabelBinarizer" |
|
] |
|
] |
|
], |
|
"BaseRandomProjection": [ |
|
[ |
|
"sklearn/random_projection.py", |
|
[ |
|
"BaseRandomProjection" |
|
] |
|
] |
|
], |
|
"GaussianRandomProjection": [ |
|
[ |
|
"sklearn/random_projection.py", |
|
[ |
|
"GaussianRandomProjection" |
|
] |
|
] |
|
], |
|
"SparseRandomProjection": [ |
|
[ |
|
"sklearn/random_projection.py", |
|
[ |
|
"SparseRandomProjection" |
|
] |
|
] |
|
], |
|
"BaseLabelPropagation": [ |
|
[ |
|
"sklearn/semi_supervised/label_propagation.py", |
|
[ |
|
"BaseLabelPropagation" |
|
] |
|
] |
|
], |
|
"LabelPropagation": [ |
|
[ |
|
"sklearn/semi_supervised/label_propagation.py", |
|
[ |
|
"LabelPropagation" |
|
] |
|
] |
|
], |
|
"LabelSpreading": [ |
|
[ |
|
"sklearn/semi_supervised/label_propagation.py", |
|
[ |
|
"LabelSpreading" |
|
] |
|
] |
|
], |
|
"BaseLibSVM": [ |
|
[ |
|
"sklearn/svm/base.py", |
|
[ |
|
"BaseLibSVM" |
|
] |
|
] |
|
], |
|
"BaseSVC": [ |
|
[ |
|
"sklearn/svm/base.py", |
|
[ |
|
"BaseSVC" |
|
] |
|
] |
|
], |
|
"LinearSVC": [ |
|
[ |
|
"sklearn/svm/classes.py", |
|
[ |
|
"LinearSVC" |
|
] |
|
] |
|
], |
|
"LinearSVR": [ |
|
[ |
|
"sklearn/svm/classes.py", |
|
[ |
|
"LinearSVR" |
|
] |
|
] |
|
], |
|
"SVC": [ |
|
[ |
|
"sklearn/svm/classes.py", |
|
[ |
|
"SVC" |
|
] |
|
], |
|
[ |
|
"sklearn/utils/tests/test_pprint.py", |
|
[ |
|
"SVC" |
|
] |
|
] |
|
], |
|
"NuSVC": [ |
|
[ |
|
"sklearn/svm/classes.py", |
|
[ |
|
"NuSVC" |
|
] |
|
] |
|
], |
|
"SVR": [ |
|
[ |
|
"sklearn/svm/classes.py", |
|
[ |
|
"SVR" |
|
] |
|
] |
|
], |
|
"NuSVR": [ |
|
[ |
|
"sklearn/svm/classes.py", |
|
[ |
|
"NuSVR" |
|
] |
|
] |
|
], |
|
"OneClassSVM": [ |
|
[ |
|
"sklearn/svm/classes.py", |
|
[ |
|
"OneClassSVM" |
|
] |
|
] |
|
], |
|
"MyEstimator": [ |
|
[ |
|
"sklearn/tests/test_base.py", |
|
[ |
|
"MyEstimator" |
|
] |
|
] |
|
], |
|
"K": [ |
|
[ |
|
"sklearn/tests/test_base.py", |
|
[ |
|
"K" |
|
] |
|
] |
|
], |
|
"T": [ |
|
[ |
|
"sklearn/tests/test_base.py", |
|
[ |
|
"T" |
|
] |
|
] |
|
], |
|
"NaNTag": [ |
|
[ |
|
"sklearn/tests/test_base.py", |
|
[ |
|
"NaNTag" |
|
] |
|
] |
|
], |
|
"NoNaNTag": [ |
|
[ |
|
"sklearn/tests/test_base.py", |
|
[ |
|
"NoNaNTag" |
|
] |
|
] |
|
], |
|
"OverrideTag": [ |
|
[ |
|
"sklearn/tests/test_base.py", |
|
[ |
|
"OverrideTag" |
|
] |
|
] |
|
], |
|
"DiamondOverwriteTag": [ |
|
[ |
|
"sklearn/tests/test_base.py", |
|
[ |
|
"DiamondOverwriteTag" |
|
] |
|
] |
|
], |
|
"ModifyInitParams": [ |
|
[ |
|
"sklearn/tests/test_base.py", |
|
[ |
|
"ModifyInitParams" |
|
] |
|
] |
|
], |
|
"Buggy": [ |
|
[ |
|
"sklearn/tests/test_base.py", |
|
[ |
|
"Buggy" |
|
] |
|
] |
|
], |
|
"NoEstimator": [ |
|
[ |
|
"sklearn/tests/test_base.py", |
|
[ |
|
"NoEstimator" |
|
] |
|
] |
|
], |
|
"VargEstimator": [ |
|
[ |
|
"sklearn/tests/test_base.py", |
|
[ |
|
"VargEstimator" |
|
] |
|
] |
|
], |
|
"TestDecisionTree": [ |
|
[ |
|
"sklearn/tests/test_base.py", |
|
[ |
|
"test_set_params_passes_all_parameters", |
|
"TestDecisionTree" |
|
] |
|
] |
|
], |
|
"TreeBadVersion": [ |
|
[ |
|
"sklearn/tests/test_base.py", |
|
[ |
|
"TreeBadVersion" |
|
] |
|
] |
|
], |
|
"TreeNoVersion": [ |
|
[ |
|
"sklearn/tests/test_base.py", |
|
[ |
|
"TreeNoVersion" |
|
] |
|
] |
|
], |
|
"DontPickleAttributeMixin": [ |
|
[ |
|
"sklearn/tests/test_base.py", |
|
[ |
|
"DontPickleAttributeMixin" |
|
] |
|
] |
|
], |
|
"MultiInheritanceEstimator": [ |
|
[ |
|
"sklearn/tests/test_base.py", |
|
[ |
|
"MultiInheritanceEstimator" |
|
] |
|
] |
|
], |
|
"SingleInheritanceEstimator": [ |
|
[ |
|
"sklearn/tests/test_base.py", |
|
[ |
|
"SingleInheritanceEstimator" |
|
] |
|
] |
|
], |
|
"MockTensorClassifier": [ |
|
[ |
|
"sklearn/tests/test_calibration.py", |
|
[ |
|
"test_calibration_accepts_ndarray", |
|
"MockTensorClassifier" |
|
] |
|
] |
|
], |
|
"DelegatorData": [ |
|
[ |
|
"sklearn/tests/test_metaestimators.py", |
|
[ |
|
"DelegatorData" |
|
] |
|
] |
|
], |
|
"SubEstimator": [ |
|
[ |
|
"sklearn/tests/test_metaestimators.py", |
|
[ |
|
"test_metaestimator_delegation", |
|
"SubEstimator" |
|
] |
|
] |
|
], |
|
"NoFit": [ |
|
[ |
|
"sklearn/tests/test_pipeline.py", |
|
[ |
|
"NoFit" |
|
] |
|
] |
|
], |
|
"NoInvTransf": [ |
|
[ |
|
"sklearn/tests/test_pipeline.py", |
|
[ |
|
"NoInvTransf" |
|
] |
|
] |
|
], |
|
"Transf": [ |
|
[ |
|
"sklearn/tests/test_pipeline.py", |
|
[ |
|
"Transf" |
|
] |
|
] |
|
], |
|
"TransfFitParams": [ |
|
[ |
|
"sklearn/tests/test_pipeline.py", |
|
[ |
|
"TransfFitParams" |
|
] |
|
] |
|
], |
|
"Mult": [ |
|
[ |
|
"sklearn/tests/test_pipeline.py", |
|
[ |
|
"Mult" |
|
] |
|
] |
|
], |
|
"FitParamT": [ |
|
[ |
|
"sklearn/tests/test_pipeline.py", |
|
[ |
|
"FitParamT" |
|
] |
|
] |
|
], |
|
"DummyTransf": [ |
|
[ |
|
"sklearn/tests/test_pipeline.py", |
|
[ |
|
"DummyTransf" |
|
] |
|
] |
|
], |
|
"DummyEstimatorParams": [ |
|
[ |
|
"sklearn/tests/test_pipeline.py", |
|
[ |
|
"DummyEstimatorParams" |
|
] |
|
] |
|
], |
|
"DummyMemory": [ |
|
[ |
|
"sklearn/tests/test_pipeline.py", |
|
[ |
|
"DummyMemory" |
|
] |
|
], |
|
[ |
|
"sklearn/utils/tests/test_validation.py", |
|
[ |
|
"DummyMemory" |
|
] |
|
] |
|
], |
|
"WrongDummyMemory": [ |
|
[ |
|
"sklearn/tests/test_pipeline.py", |
|
[ |
|
"WrongDummyMemory" |
|
] |
|
], |
|
[ |
|
"sklearn/utils/tests/test_validation.py", |
|
[ |
|
"WrongDummyMemory" |
|
] |
|
] |
|
], |
|
"DrawTree": [ |
|
[ |
|
"sklearn/tree/_reingold_tilford.py", |
|
[ |
|
"DrawTree" |
|
] |
|
] |
|
], |
|
"Tree": [ |
|
[ |
|
"sklearn/tree/_reingold_tilford.py", |
|
[ |
|
"Tree" |
|
] |
|
] |
|
], |
|
"Sentinel": [ |
|
[ |
|
"sklearn/tree/export.py", |
|
[ |
|
"Sentinel" |
|
] |
|
] |
|
], |
|
"_BaseTreeExporter": [ |
|
[ |
|
"sklearn/tree/export.py", |
|
[ |
|
"_BaseTreeExporter" |
|
] |
|
] |
|
], |
|
"_DOTTreeExporter": [ |
|
[ |
|
"sklearn/tree/export.py", |
|
[ |
|
"_DOTTreeExporter" |
|
] |
|
] |
|
], |
|
"_MPLTreeExporter": [ |
|
[ |
|
"sklearn/tree/export.py", |
|
[ |
|
"_MPLTreeExporter" |
|
] |
|
] |
|
], |
|
"BaseDecisionTree": [ |
|
[ |
|
"sklearn/tree/tree.py", |
|
[ |
|
"BaseDecisionTree" |
|
] |
|
] |
|
], |
|
"DecisionTreeClassifier": [ |
|
[ |
|
"sklearn/tree/tree.py", |
|
[ |
|
"DecisionTreeClassifier" |
|
] |
|
] |
|
], |
|
"DecisionTreeRegressor": [ |
|
[ |
|
"sklearn/tree/tree.py", |
|
[ |
|
"DecisionTreeRegressor" |
|
] |
|
] |
|
], |
|
"ExtraTreeClassifier": [ |
|
[ |
|
"sklearn/tree/tree.py", |
|
[ |
|
"ExtraTreeClassifier" |
|
] |
|
] |
|
], |
|
"ExtraTreeRegressor": [ |
|
[ |
|
"sklearn/tree/tree.py", |
|
[ |
|
"ExtraTreeRegressor" |
|
] |
|
] |
|
], |
|
"Memory": [ |
|
[ |
|
"sklearn/utils/__init__.py", |
|
[ |
|
"Memory" |
|
] |
|
] |
|
], |
|
"Parallel": [ |
|
[ |
|
"sklearn/utils/__init__.py", |
|
[ |
|
"Parallel" |
|
] |
|
] |
|
], |
|
"Bunch": [ |
|
[ |
|
"sklearn/utils/__init__.py", |
|
[ |
|
"Bunch" |
|
] |
|
] |
|
], |
|
"KeyValTuple": [ |
|
[ |
|
"sklearn/utils/_pprint.py", |
|
[ |
|
"KeyValTuple" |
|
] |
|
] |
|
], |
|
"KeyValTupleParam": [ |
|
[ |
|
"sklearn/utils/_pprint.py", |
|
[ |
|
"KeyValTupleParam" |
|
] |
|
] |
|
], |
|
"_EstimatorPrettyPrinter": [ |
|
[ |
|
"sklearn/utils/_pprint.py", |
|
[ |
|
"_EstimatorPrettyPrinter" |
|
] |
|
] |
|
], |
|
"_BaseTestCaseContext": [ |
|
[ |
|
"sklearn/utils/_unittest_backport.py", |
|
[ |
|
"_BaseTestCaseContext" |
|
] |
|
] |
|
], |
|
"_AssertRaisesBaseContext": [ |
|
[ |
|
"sklearn/utils/_unittest_backport.py", |
|
[ |
|
"_AssertRaisesBaseContext" |
|
] |
|
] |
|
], |
|
"_AssertRaisesContext": [ |
|
[ |
|
"sklearn/utils/_unittest_backport.py", |
|
[ |
|
"_AssertRaisesContext" |
|
] |
|
] |
|
], |
|
"TestCase": [ |
|
[ |
|
"sklearn/utils/_unittest_backport.py", |
|
[ |
|
"TestCase" |
|
] |
|
] |
|
], |
|
"deprecated": [ |
|
[ |
|
"sklearn/utils/deprecation.py", |
|
[ |
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] |
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] |
|
} |