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Scikit API Manual

Module(42)
Class(238)
Method(1631)
Function(256)
Guide(318)

Module

Class

sklearn.base.BaseEstimator
sklearn.base.BiclusterMixin
sklearn.base.ClassifierMixin
sklearn.base.ClusterMixin
sklearn.base.DensityMixin
sklearn.base.RegressorMixin
sklearn.base.TransformerMixin
sklearn.calibration.CalibratedClassifierCV
sklearn.cluster.AffinityPropagation
sklearn.cluster.AgglomerativeClustering
sklearn.cluster.Birch
sklearn.cluster.DBSCAN
sklearn.cluster.FeatureAgglomeration
sklearn.cluster.KMeans
sklearn.cluster.MeanShift
sklearn.cluster.MiniBatchKMeans
sklearn.cluster.SpectralClustering
sklearn.cluster.bicluster.SpectralBiclustering
sklearn.cluster.bicluster.SpectralCoclustering
sklearn.compose.ColumnTransformer
sklearn.compose.TransformedTargetRegressor
sklearn.covariance.EllipticEnvelope
sklearn.covariance.EmpiricalCovariance
sklearn.covariance.GraphLasso
sklearn.covariance.GraphLassoCV
sklearn.covariance.GraphicalLasso
sklearn.covariance.GraphicalLassoCV
sklearn.covariance.LedoitWolf
sklearn.covariance.MinCovDet
sklearn.covariance.OAS
sklearn.covariance.ShrunkCovariance
sklearn.cross_decomposition.CCA
sklearn.cross_decomposition.PLSCanonical
sklearn.cross_decomposition.PLSRegression
sklearn.cross_decomposition.PLSSVD
sklearn.decomposition.DictionaryLearning
sklearn.decomposition.FactorAnalysis
sklearn.decomposition.FastICA
sklearn.decomposition.IncrementalPCA
sklearn.decomposition.KernelPCA
sklearn.decomposition.LatentDirichletAllocation
sklearn.decomposition.MiniBatchDictionaryLearning
sklearn.decomposition.MiniBatchSparsePCA
sklearn.decomposition.NMF
sklearn.decomposition.PCA
sklearn.decomposition.SparseCoder
sklearn.decomposition.SparsePCA
sklearn.decomposition.TruncatedSVD
sklearn.discriminant_analysis.LinearDiscriminantAnalysis
sklearn.discriminant_analysis.QuadraticDiscriminantAnalysis
sklearn.dummy.DummyClassifier
sklearn.dummy.DummyRegressor
sklearn.ensemble.AdaBoostClassifier
sklearn.ensemble.AdaBoostRegressor
sklearn.ensemble.BaggingClassifier
sklearn.ensemble.BaggingRegressor
sklearn.ensemble.ExtraTreesClassifier
sklearn.ensemble.ExtraTreesRegressor
sklearn.ensemble.GradientBoostingClassifier
sklearn.ensemble.GradientBoostingRegressor
sklearn.ensemble.IsolationForest
sklearn.ensemble.RandomForestClassifier
sklearn.ensemble.RandomForestRegressor
sklearn.ensemble.RandomTreesEmbedding
sklearn.ensemble.VotingClassifier
sklearn.exceptions.ChangedBehaviorWarning
sklearn.exceptions.ConvergenceWarning
sklearn.exceptions.DataConversionWarning
sklearn.exceptions.DataDimensionalityWarning
sklearn.exceptions.EfficiencyWarning
sklearn.exceptions.FitFailedWarning
sklearn.exceptions.NonBLASDotWarning
sklearn.exceptions.NotFittedError
sklearn.exceptions.UndefinedMetricWarning
sklearn.feature_extraction.DictVectorizer
sklearn.feature_extraction.FeatureHasher
sklearn.feature_extraction.image.PatchExtractor
sklearn.feature_extraction.text.CountVectorizer
sklearn.feature_extraction.text.HashingVectorizer
sklearn.feature_extraction.text.TfidfTransformer
sklearn.feature_extraction.text.TfidfVectorizer
sklearn.feature_selection.GenericUnivariateSelect
sklearn.feature_selection.RFE
sklearn.feature_selection.RFECV
sklearn.feature_selection.SelectFdr
sklearn.feature_selection.SelectFpr
sklearn.feature_selection.SelectFromModel
sklearn.feature_selection.SelectFwe
sklearn.feature_selection.SelectKBest
sklearn.feature_selection.SelectPercentile
sklearn.feature_selection.VarianceThreshold
sklearn.gaussian_process.GaussianProcessClassifier
sklearn.gaussian_process.GaussianProcessRegressor
sklearn.gaussian_process.kernels.CompoundKernel
sklearn.gaussian_process.kernels.ConstantKernel
sklearn.gaussian_process.kernels.DotProduct
sklearn.gaussian_process.kernels.ExpSineSquared
sklearn.gaussian_process.kernels.Exponentiation
sklearn.gaussian_process.kernels.Hyperparameter
sklearn.gaussian_process.kernels.Kernel
sklearn.gaussian_process.kernels.Matern
sklearn.gaussian_process.kernels.PairwiseKernel
sklearn.gaussian_process.kernels.Product
sklearn.gaussian_process.kernels.RBF
sklearn.gaussian_process.kernels.RationalQuadratic
sklearn.gaussian_process.kernels.Sum
sklearn.gaussian_process.kernels.WhiteKernel
sklearn.impute.MissingIndicator
sklearn.impute.SimpleImputer
sklearn.isotonic.IsotonicRegression
sklearn.kernel_approximation.AdditiveChi2Sampler
sklearn.kernel_approximation.Nystroem
sklearn.kernel_approximation.RBFSampler
sklearn.kernel_approximation.SkewedChi2Sampler
sklearn.kernel_ridge.KernelRidge
sklearn.linear_model.ARDRegression
sklearn.linear_model.BayesianRidge
sklearn.linear_model.ElasticNet
sklearn.linear_model.ElasticNetCV
sklearn.linear_model.HuberRegressor
sklearn.linear_model.Lars
sklearn.linear_model.LarsCV
sklearn.linear_model.Lasso
sklearn.linear_model.LassoCV
sklearn.linear_model.LassoLars
sklearn.linear_model.LassoLarsCV
sklearn.linear_model.LassoLarsIC
sklearn.linear_model.LinearRegression
sklearn.linear_model.LogisticRegression
sklearn.linear_model.LogisticRegressionCV
sklearn.linear_model.MultiTaskElasticNet
sklearn.linear_model.MultiTaskElasticNetCV
sklearn.linear_model.MultiTaskLasso
sklearn.linear_model.MultiTaskLassoCV
sklearn.linear_model.OrthogonalMatchingPursuit
sklearn.linear_model.OrthogonalMatchingPursuitCV
sklearn.linear_model.PassiveAggressiveClassifier
sklearn.linear_model.PassiveAggressiveRegressor
sklearn.linear_model.Perceptron
sklearn.linear_model.RANSACRegressor
sklearn.linear_model.RandomizedLasso
sklearn.linear_model.RandomizedLogisticRegression
sklearn.linear_model.Ridge
sklearn.linear_model.RidgeCV
sklearn.linear_model.RidgeClassifier
sklearn.linear_model.RidgeClassifierCV
sklearn.linear_model.SGDClassifier
sklearn.linear_model.SGDRegressor
sklearn.linear_model.TheilSenRegressor
sklearn.manifold.Isomap
sklearn.manifold.LocallyLinearEmbedding
sklearn.manifold.MDS
sklearn.manifold.SpectralEmbedding
sklearn.manifold.TSNE
sklearn.mixture.BayesianGaussianMixture
sklearn.mixture.GaussianMixture
sklearn.model_selection.GridSearchCV
sklearn.model_selection.GroupKFold
sklearn.model_selection.GroupShuffleSplit
sklearn.model_selection.KFold
sklearn.model_selection.LeaveOneGroupOut
sklearn.model_selection.LeaveOneOut
sklearn.model_selection.LeavePGroupsOut
sklearn.model_selection.LeavePOut
sklearn.model_selection.ParameterGrid
sklearn.model_selection.ParameterSampler
sklearn.model_selection.PredefinedSplit
sklearn.model_selection.RandomizedSearchCV
sklearn.model_selection.RepeatedKFold
sklearn.model_selection.RepeatedStratifiedKFold
sklearn.model_selection.ShuffleSplit
sklearn.model_selection.StratifiedKFold
sklearn.model_selection.StratifiedShuffleSplit
sklearn.model_selection.TimeSeriesSplit
sklearn.multiclass.OneVsOneClassifier
sklearn.multiclass.OneVsRestClassifier
sklearn.multiclass.OutputCodeClassifier
sklearn.multioutput.ClassifierChain
sklearn.multioutput.MultiOutputClassifier
sklearn.multioutput.MultiOutputRegressor
sklearn.multioutput.RegressorChain
sklearn.naive_bayes.BernoulliNB
sklearn.naive_bayes.ComplementNB
sklearn.naive_bayes.GaussianNB
sklearn.naive_bayes.MultinomialNB
sklearn.neighbors.BallTree
sklearn.neighbors.DistanceMetric
sklearn.neighbors.KDTree
sklearn.neighbors.KNeighborsClassifier
sklearn.neighbors.KNeighborsRegressor
sklearn.neighbors.KernelDensity
sklearn.neighbors.LSHForest
sklearn.neighbors.LocalOutlierFactor
sklearn.neighbors.NearestCentroid
sklearn.neighbors.NearestNeighbors
sklearn.neighbors.RadiusNeighborsClassifier
sklearn.neighbors.RadiusNeighborsRegressor
sklearn.neural_network.BernoulliRBM
sklearn.neural_network.MLPClassifier
sklearn.neural_network.MLPRegressor
sklearn.pipeline.FeatureUnion
sklearn.pipeline.Pipeline
sklearn.preprocessing.Binarizer
sklearn.preprocessing.FunctionTransformer
sklearn.preprocessing.Imputer
sklearn.preprocessing.KBinsDiscretizer
sklearn.preprocessing.KernelCenterer
sklearn.preprocessing.LabelBinarizer
sklearn.preprocessing.LabelEncoder
sklearn.preprocessing.MaxAbsScaler
sklearn.preprocessing.MinMaxScaler
sklearn.preprocessing.MultiLabelBinarizer
sklearn.preprocessing.Normalizer
sklearn.preprocessing.OneHotEncoder
sklearn.preprocessing.OrdinalEncoder
sklearn.preprocessing.PolynomialFeatures
sklearn.preprocessing.PowerTransformer
sklearn.preprocessing.QuantileTransformer
sklearn.preprocessing.RobustScaler
sklearn.preprocessing.StandardScaler
sklearn.random_projection.GaussianRandomProjection
sklearn.random_projection.SparseRandomProjection
sklearn.semi_supervised.LabelPropagation
sklearn.semi_supervised.LabelSpreading
sklearn.svm.LinearSVC
sklearn.svm.LinearSVR
sklearn.svm.NuSVC
sklearn.svm.NuSVR
sklearn.svm.OneClassSVM
sklearn.svm.SVC
sklearn.svm.SVR
sklearn.tree.DecisionTreeClassifier
sklearn.tree.DecisionTreeRegressor
sklearn.tree.ExtraTreeClassifier
sklearn.tree.ExtraTreeRegressor
sklearn.utils.Memory
sklearn.utils.Parallel
sklearn.utils.testing.mock_mldata_urlopen

Method

sklearn.base.BaseEstimator.__init__
sklearn.base.BaseEstimator.get_params
sklearn.base.BaseEstimator.set_params
sklearn.base.BiclusterMixin.__init__
sklearn.base.BiclusterMixin.get_indices
sklearn.base.BiclusterMixin.get_shape
sklearn.base.BiclusterMixin.get_submatrix
sklearn.base.ClassifierMixin.__init__
sklearn.base.ClassifierMixin.score
sklearn.base.ClusterMixin.__init__
sklearn.base.ClusterMixin.fit_predict
sklearn.base.DensityMixin.__init__
sklearn.base.DensityMixin.score
sklearn.base.RegressorMixin.__init__
sklearn.base.RegressorMixin.score
sklearn.base.TransformerMixin.__init__
sklearn.base.TransformerMixin.fit_transform
sklearn.calibration.CalibratedClassifierCV.__init__
sklearn.calibration.CalibratedClassifierCV.fit
sklearn.calibration.CalibratedClassifierCV.get_params
sklearn.calibration.CalibratedClassifierCV.predict
sklearn.calibration.CalibratedClassifierCV.predict_proba
sklearn.calibration.CalibratedClassifierCV.score
sklearn.calibration.CalibratedClassifierCV.set_params
sklearn.cluster.AffinityPropagation.__init__
sklearn.cluster.AffinityPropagation.fit
sklearn.cluster.AffinityPropagation.fit_predict
sklearn.cluster.AffinityPropagation.get_params
sklearn.cluster.AffinityPropagation.predict
sklearn.cluster.AffinityPropagation.set_params
sklearn.cluster.AgglomerativeClustering.__init__
sklearn.cluster.AgglomerativeClustering.fit
sklearn.cluster.AgglomerativeClustering.fit_predict
sklearn.cluster.AgglomerativeClustering.get_params
sklearn.cluster.AgglomerativeClustering.set_params
sklearn.cluster.Birch.__init__
sklearn.cluster.Birch.fit
sklearn.cluster.Birch.fit_predict
sklearn.cluster.Birch.fit_transform
sklearn.cluster.Birch.get_params
sklearn.cluster.Birch.partial_fit
sklearn.cluster.Birch.predict
sklearn.cluster.Birch.set_params
sklearn.cluster.Birch.transform
sklearn.cluster.DBSCAN.__init__
sklearn.cluster.DBSCAN.fit
sklearn.cluster.DBSCAN.fit_predict
sklearn.cluster.DBSCAN.get_params
sklearn.cluster.DBSCAN.set_params
sklearn.cluster.FeatureAgglomeration.__init__
sklearn.cluster.FeatureAgglomeration.fit
sklearn.cluster.FeatureAgglomeration.fit_transform
sklearn.cluster.FeatureAgglomeration.get_params
sklearn.cluster.FeatureAgglomeration.inverse_transform
sklearn.cluster.FeatureAgglomeration.pooling_func
sklearn.cluster.FeatureAgglomeration.set_params
sklearn.cluster.FeatureAgglomeration.transform
sklearn.cluster.KMeans.__init__
sklearn.cluster.KMeans.fit
sklearn.cluster.KMeans.fit_predict
sklearn.cluster.KMeans.fit_transform
sklearn.cluster.KMeans.get_params
sklearn.cluster.KMeans.predict
sklearn.cluster.KMeans.score
sklearn.cluster.KMeans.set_params
sklearn.cluster.KMeans.transform
sklearn.cluster.MeanShift.__init__
sklearn.cluster.MeanShift.fit
sklearn.cluster.MeanShift.fit_predict
sklearn.cluster.MeanShift.get_params
sklearn.cluster.MeanShift.predict
sklearn.cluster.MeanShift.set_params
sklearn.cluster.MiniBatchKMeans.__init__
sklearn.cluster.MiniBatchKMeans.fit
sklearn.cluster.MiniBatchKMeans.fit_predict
sklearn.cluster.MiniBatchKMeans.fit_transform
sklearn.cluster.MiniBatchKMeans.get_params
sklearn.cluster.MiniBatchKMeans.partial_fit
sklearn.cluster.MiniBatchKMeans.predict
sklearn.cluster.MiniBatchKMeans.score
sklearn.cluster.MiniBatchKMeans.set_params
sklearn.cluster.MiniBatchKMeans.transform
sklearn.cluster.SpectralClustering.__init__
sklearn.cluster.SpectralClustering.fit
sklearn.cluster.SpectralClustering.fit_predict
sklearn.cluster.SpectralClustering.get_params
sklearn.cluster.SpectralClustering.set_params
sklearn.cluster.bicluster.SpectralBiclustering.__init__
sklearn.cluster.bicluster.SpectralBiclustering.fit
sklearn.cluster.bicluster.SpectralBiclustering.get_indices
sklearn.cluster.bicluster.SpectralBiclustering.get_params
sklearn.cluster.bicluster.SpectralBiclustering.get_shape
sklearn.cluster.bicluster.SpectralBiclustering.get_submatrix
sklearn.cluster.bicluster.SpectralBiclustering.set_params
sklearn.cluster.bicluster.SpectralCoclustering.__init__
sklearn.cluster.bicluster.SpectralCoclustering.fit
sklearn.cluster.bicluster.SpectralCoclustering.get_indices
sklearn.cluster.bicluster.SpectralCoclustering.get_params
sklearn.cluster.bicluster.SpectralCoclustering.get_shape
sklearn.cluster.bicluster.SpectralCoclustering.get_submatrix
sklearn.cluster.bicluster.SpectralCoclustering.set_params
sklearn.compose.ColumnTransformer.__init__
sklearn.compose.ColumnTransformer.fit
sklearn.compose.ColumnTransformer.fit_transform
sklearn.compose.ColumnTransformer.get_feature_names
sklearn.compose.ColumnTransformer.get_params
sklearn.compose.ColumnTransformer.set_params
sklearn.compose.ColumnTransformer.transform
sklearn.compose.TransformedTargetRegressor.__init__
sklearn.compose.TransformedTargetRegressor.fit
sklearn.compose.TransformedTargetRegressor.get_params
sklearn.compose.TransformedTargetRegressor.predict
sklearn.compose.TransformedTargetRegressor.score
sklearn.compose.TransformedTargetRegressor.set_params
sklearn.covariance.EllipticEnvelope.__init__
sklearn.covariance.EllipticEnvelope.correct_covariance
sklearn.covariance.EllipticEnvelope.decision_function
sklearn.covariance.EllipticEnvelope.error_norm
sklearn.covariance.EllipticEnvelope.fit
sklearn.covariance.EllipticEnvelope.fit_predict
sklearn.covariance.EllipticEnvelope.get_params
sklearn.covariance.EllipticEnvelope.get_precision
sklearn.covariance.EllipticEnvelope.mahalanobis
sklearn.covariance.EllipticEnvelope.predict
sklearn.covariance.EllipticEnvelope.reweight_covariance
sklearn.covariance.EllipticEnvelope.score
sklearn.covariance.EllipticEnvelope.score_samples
sklearn.covariance.EllipticEnvelope.set_params
sklearn.covariance.EmpiricalCovariance.__init__
sklearn.covariance.EmpiricalCovariance.error_norm
sklearn.covariance.EmpiricalCovariance.fit
sklearn.covariance.EmpiricalCovariance.get_params
sklearn.covariance.EmpiricalCovariance.get_precision
sklearn.covariance.EmpiricalCovariance.mahalanobis
sklearn.covariance.EmpiricalCovariance.score
sklearn.covariance.EmpiricalCovariance.set_params
sklearn.covariance.GraphLasso.__init__
sklearn.covariance.GraphLasso.error_norm
sklearn.covariance.GraphLasso.fit
sklearn.covariance.GraphLasso.get_params
sklearn.covariance.GraphLasso.get_precision
sklearn.covariance.GraphLasso.mahalanobis
sklearn.covariance.GraphLasso.score
sklearn.covariance.GraphLasso.set_params
sklearn.covariance.GraphLassoCV.__init__
sklearn.covariance.GraphLassoCV.error_norm
sklearn.covariance.GraphLassoCV.fit
sklearn.covariance.GraphLassoCV.get_params
sklearn.covariance.GraphLassoCV.get_precision
sklearn.covariance.GraphLassoCV.mahalanobis
sklearn.covariance.GraphLassoCV.score
sklearn.covariance.GraphLassoCV.set_params
sklearn.covariance.GraphicalLasso.__init__
sklearn.covariance.GraphicalLasso.error_norm
sklearn.covariance.GraphicalLasso.fit
sklearn.covariance.GraphicalLasso.get_params
sklearn.covariance.GraphicalLasso.get_precision
sklearn.covariance.GraphicalLasso.mahalanobis
sklearn.covariance.GraphicalLasso.score
sklearn.covariance.GraphicalLasso.set_params
sklearn.covariance.GraphicalLassoCV.__init__
sklearn.covariance.GraphicalLassoCV.error_norm
sklearn.covariance.GraphicalLassoCV.fit
sklearn.covariance.GraphicalLassoCV.get_params
sklearn.covariance.GraphicalLassoCV.get_precision
sklearn.covariance.GraphicalLassoCV.mahalanobis
sklearn.covariance.GraphicalLassoCV.score
sklearn.covariance.GraphicalLassoCV.set_params
sklearn.covariance.LedoitWolf.__init__
sklearn.covariance.LedoitWolf.error_norm
sklearn.covariance.LedoitWolf.fit
sklearn.covariance.LedoitWolf.get_params
sklearn.covariance.LedoitWolf.get_precision
sklearn.covariance.LedoitWolf.mahalanobis
sklearn.covariance.LedoitWolf.score
sklearn.covariance.LedoitWolf.set_params
sklearn.covariance.MinCovDet.__init__
sklearn.covariance.MinCovDet.correct_covariance
sklearn.covariance.MinCovDet.error_norm
sklearn.covariance.MinCovDet.fit
sklearn.covariance.MinCovDet.get_params
sklearn.covariance.MinCovDet.get_precision
sklearn.covariance.MinCovDet.mahalanobis
sklearn.covariance.MinCovDet.reweight_covariance
sklearn.covariance.MinCovDet.score
sklearn.covariance.MinCovDet.set_params
sklearn.covariance.OAS.__init__
sklearn.covariance.OAS.error_norm
sklearn.covariance.OAS.fit
sklearn.covariance.OAS.get_params
sklearn.covariance.OAS.get_precision
sklearn.covariance.OAS.mahalanobis
sklearn.covariance.OAS.score
sklearn.covariance.OAS.set_params
sklearn.covariance.ShrunkCovariance.__init__
sklearn.covariance.ShrunkCovariance.error_norm
sklearn.covariance.ShrunkCovariance.fit
sklearn.covariance.ShrunkCovariance.get_params
sklearn.covariance.ShrunkCovariance.get_precision
sklearn.covariance.ShrunkCovariance.mahalanobis
sklearn.covariance.ShrunkCovariance.score
sklearn.covariance.ShrunkCovariance.set_params
sklearn.cross_decomposition.CCA.__init__
sklearn.cross_decomposition.CCA.fit
sklearn.cross_decomposition.CCA.fit_transform
sklearn.cross_decomposition.CCA.get_params
sklearn.cross_decomposition.CCA.predict
sklearn.cross_decomposition.CCA.score
sklearn.cross_decomposition.CCA.set_params
sklearn.cross_decomposition.CCA.transform
sklearn.cross_decomposition.PLSCanonical.__init__
sklearn.cross_decomposition.PLSCanonical.fit
sklearn.cross_decomposition.PLSCanonical.fit_transform
sklearn.cross_decomposition.PLSCanonical.get_params
sklearn.cross_decomposition.PLSCanonical.predict
sklearn.cross_decomposition.PLSCanonical.score
sklearn.cross_decomposition.PLSCanonical.set_params
sklearn.cross_decomposition.PLSCanonical.transform
sklearn.cross_decomposition.PLSRegression.__init__
sklearn.cross_decomposition.PLSRegression.fit
sklearn.cross_decomposition.PLSRegression.fit_transform
sklearn.cross_decomposition.PLSRegression.get_params
sklearn.cross_decomposition.PLSRegression.predict
sklearn.cross_decomposition.PLSRegression.score
sklearn.cross_decomposition.PLSRegression.set_params
sklearn.cross_decomposition.PLSRegression.transform
sklearn.cross_decomposition.PLSSVD.__init__
sklearn.cross_decomposition.PLSSVD.fit
sklearn.cross_decomposition.PLSSVD.fit_transform
sklearn.cross_decomposition.PLSSVD.get_params
sklearn.cross_decomposition.PLSSVD.set_params
sklearn.cross_decomposition.PLSSVD.transform
sklearn.decomposition.DictionaryLearning.__init__
sklearn.decomposition.DictionaryLearning.fit
sklearn.decomposition.DictionaryLearning.fit_transform
sklearn.decomposition.DictionaryLearning.get_params
sklearn.decomposition.DictionaryLearning.set_params
sklearn.decomposition.DictionaryLearning.transform
sklearn.decomposition.FactorAnalysis.__init__
sklearn.decomposition.FactorAnalysis.fit
sklearn.decomposition.FactorAnalysis.fit_transform
sklearn.decomposition.FactorAnalysis.get_covariance
sklearn.decomposition.FactorAnalysis.get_params
sklearn.decomposition.FactorAnalysis.get_precision
sklearn.decomposition.FactorAnalysis.score
sklearn.decomposition.FactorAnalysis.score_samples
sklearn.decomposition.FactorAnalysis.set_params
sklearn.decomposition.FactorAnalysis.transform
sklearn.decomposition.FastICA.__init__
sklearn.decomposition.FastICA.fit
sklearn.decomposition.FastICA.fit_transform
sklearn.decomposition.FastICA.get_params
sklearn.decomposition.FastICA.inverse_transform
sklearn.decomposition.FastICA.set_params
sklearn.decomposition.FastICA.transform
sklearn.decomposition.IncrementalPCA.__init__
sklearn.decomposition.IncrementalPCA.fit
sklearn.decomposition.IncrementalPCA.fit_transform
sklearn.decomposition.IncrementalPCA.get_covariance
sklearn.decomposition.IncrementalPCA.get_params
sklearn.decomposition.IncrementalPCA.get_precision
sklearn.decomposition.IncrementalPCA.inverse_transform
sklearn.decomposition.IncrementalPCA.partial_fit
sklearn.decomposition.IncrementalPCA.set_params
sklearn.decomposition.IncrementalPCA.transform
sklearn.decomposition.KernelPCA.__init__
sklearn.decomposition.KernelPCA.fit
sklearn.decomposition.KernelPCA.fit_transform
sklearn.decomposition.KernelPCA.get_params
sklearn.decomposition.KernelPCA.inverse_transform
sklearn.decomposition.KernelPCA.set_params
sklearn.decomposition.KernelPCA.transform
sklearn.decomposition.LatentDirichletAllocation.__init__
sklearn.decomposition.LatentDirichletAllocation.fit
sklearn.decomposition.LatentDirichletAllocation.fit_transform
sklearn.decomposition.LatentDirichletAllocation.get_params
sklearn.decomposition.LatentDirichletAllocation.partial_fit
sklearn.decomposition.LatentDirichletAllocation.perplexity
sklearn.decomposition.LatentDirichletAllocation.score
sklearn.decomposition.LatentDirichletAllocation.set_params
sklearn.decomposition.LatentDirichletAllocation.transform
sklearn.decomposition.MiniBatchDictionaryLearning.__init__
sklearn.decomposition.MiniBatchDictionaryLearning.fit
sklearn.decomposition.MiniBatchDictionaryLearning.fit_transform
sklearn.decomposition.MiniBatchDictionaryLearning.get_params
sklearn.decomposition.MiniBatchDictionaryLearning.partial_fit
sklearn.decomposition.MiniBatchDictionaryLearning.set_params
sklearn.decomposition.MiniBatchDictionaryLearning.transform
sklearn.decomposition.MiniBatchSparsePCA.__init__
sklearn.decomposition.MiniBatchSparsePCA.fit
sklearn.decomposition.MiniBatchSparsePCA.fit_transform
sklearn.decomposition.MiniBatchSparsePCA.get_params
sklearn.decomposition.MiniBatchSparsePCA.set_params
sklearn.decomposition.MiniBatchSparsePCA.transform
sklearn.decomposition.NMF.__init__
sklearn.decomposition.NMF.fit
sklearn.decomposition.NMF.fit_transform
sklearn.decomposition.NMF.get_params
sklearn.decomposition.NMF.inverse_transform
sklearn.decomposition.NMF.set_params
sklearn.decomposition.NMF.transform
sklearn.decomposition.PCA.__init__
sklearn.decomposition.PCA.fit
sklearn.decomposition.PCA.fit_transform
sklearn.decomposition.PCA.get_covariance
sklearn.decomposition.PCA.get_params
sklearn.decomposition.PCA.get_precision
sklearn.decomposition.PCA.inverse_transform
sklearn.decomposition.PCA.score
sklearn.decomposition.PCA.score_samples
sklearn.decomposition.PCA.set_params
sklearn.decomposition.PCA.transform
sklearn.decomposition.SparseCoder.__init__
sklearn.decomposition.SparseCoder.fit
sklearn.decomposition.SparseCoder.fit_transform
sklearn.decomposition.SparseCoder.get_params
sklearn.decomposition.SparseCoder.set_params
sklearn.decomposition.SparseCoder.transform
sklearn.decomposition.SparsePCA.__init__
sklearn.decomposition.SparsePCA.fit
sklearn.decomposition.SparsePCA.fit_transform
sklearn.decomposition.SparsePCA.get_params
sklearn.decomposition.SparsePCA.set_params
sklearn.decomposition.SparsePCA.transform
sklearn.decomposition.TruncatedSVD.__init__
sklearn.decomposition.TruncatedSVD.fit
sklearn.decomposition.TruncatedSVD.fit_transform
sklearn.decomposition.TruncatedSVD.get_params
sklearn.decomposition.TruncatedSVD.inverse_transform
sklearn.decomposition.TruncatedSVD.set_params
sklearn.decomposition.TruncatedSVD.transform
sklearn.discriminant_analysis.LinearDiscriminantAnalysis.__init__
sklearn.discriminant_analysis.LinearDiscriminantAnalysis.decision_function
sklearn.discriminant_analysis.LinearDiscriminantAnalysis.fit
sklearn.discriminant_analysis.LinearDiscriminantAnalysis.fit_transform
sklearn.discriminant_analysis.LinearDiscriminantAnalysis.get_params
sklearn.discriminant_analysis.LinearDiscriminantAnalysis.predict
sklearn.discriminant_analysis.LinearDiscriminantAnalysis.predict_log_proba
sklearn.discriminant_analysis.LinearDiscriminantAnalysis.predict_proba
sklearn.discriminant_analysis.LinearDiscriminantAnalysis.score
sklearn.discriminant_analysis.LinearDiscriminantAnalysis.set_params
sklearn.discriminant_analysis.LinearDiscriminantAnalysis.transform
sklearn.discriminant_analysis.QuadraticDiscriminantAnalysis.__init__
sklearn.discriminant_analysis.QuadraticDiscriminantAnalysis.decision_function
sklearn.discriminant_analysis.QuadraticDiscriminantAnalysis.fit
sklearn.discriminant_analysis.QuadraticDiscriminantAnalysis.get_params
sklearn.discriminant_analysis.QuadraticDiscriminantAnalysis.predict
sklearn.discriminant_analysis.QuadraticDiscriminantAnalysis.predict_log_proba
sklearn.discriminant_analysis.QuadraticDiscriminantAnalysis.predict_proba
sklearn.discriminant_analysis.QuadraticDiscriminantAnalysis.score
sklearn.discriminant_analysis.QuadraticDiscriminantAnalysis.set_params
sklearn.dummy.DummyClassifier.__init__
sklearn.dummy.DummyClassifier.fit
sklearn.dummy.DummyClassifier.get_params
sklearn.dummy.DummyClassifier.predict
sklearn.dummy.DummyClassifier.predict_log_proba
sklearn.dummy.DummyClassifier.predict_proba
sklearn.dummy.DummyClassifier.score
sklearn.dummy.DummyClassifier.set_params
sklearn.dummy.DummyRegressor.__init__
sklearn.dummy.DummyRegressor.fit
sklearn.dummy.DummyRegressor.get_params
sklearn.dummy.DummyRegressor.predict
sklearn.dummy.DummyRegressor.score
sklearn.dummy.DummyRegressor.set_params
sklearn.ensemble.AdaBoostClassifier.__init__
sklearn.ensemble.AdaBoostClassifier.decision_function
sklearn.ensemble.AdaBoostClassifier.fit
sklearn.ensemble.AdaBoostClassifier.get_params
sklearn.ensemble.AdaBoostClassifier.predict
sklearn.ensemble.AdaBoostClassifier.predict_log_proba
sklearn.ensemble.AdaBoostClassifier.predict_proba
sklearn.ensemble.AdaBoostClassifier.score
sklearn.ensemble.AdaBoostClassifier.set_params
sklearn.ensemble.AdaBoostClassifier.staged_decision_function
sklearn.ensemble.AdaBoostClassifier.staged_predict
sklearn.ensemble.AdaBoostClassifier.staged_predict_proba
sklearn.ensemble.AdaBoostClassifier.staged_score
sklearn.ensemble.AdaBoostRegressor.__init__
sklearn.ensemble.AdaBoostRegressor.fit
sklearn.ensemble.AdaBoostRegressor.get_params
sklearn.ensemble.AdaBoostRegressor.predict
sklearn.ensemble.AdaBoostRegressor.score
sklearn.ensemble.AdaBoostRegressor.set_params
sklearn.ensemble.AdaBoostRegressor.staged_predict
sklearn.ensemble.AdaBoostRegressor.staged_score
sklearn.ensemble.BaggingClassifier.__init__
sklearn.ensemble.BaggingClassifier.decision_function
sklearn.ensemble.BaggingClassifier.fit
sklearn.ensemble.BaggingClassifier.get_params
sklearn.ensemble.BaggingClassifier.predict
sklearn.ensemble.BaggingClassifier.predict_log_proba
sklearn.ensemble.BaggingClassifier.predict_proba
sklearn.ensemble.BaggingClassifier.score
sklearn.ensemble.BaggingClassifier.set_params
sklearn.ensemble.BaggingRegressor.__init__
sklearn.ensemble.BaggingRegressor.fit
sklearn.ensemble.BaggingRegressor.get_params
sklearn.ensemble.BaggingRegressor.predict
sklearn.ensemble.BaggingRegressor.score
sklearn.ensemble.BaggingRegressor.set_params
sklearn.ensemble.ExtraTreesClassifier.__init__
sklearn.ensemble.ExtraTreesClassifier.apply
sklearn.ensemble.ExtraTreesClassifier.decision_path
sklearn.ensemble.ExtraTreesClassifier.fit
sklearn.ensemble.ExtraTreesClassifier.get_params
sklearn.ensemble.ExtraTreesClassifier.predict
sklearn.ensemble.ExtraTreesClassifier.predict_log_proba
sklearn.ensemble.ExtraTreesClassifier.predict_proba
sklearn.ensemble.ExtraTreesClassifier.score
sklearn.ensemble.ExtraTreesClassifier.set_params
sklearn.ensemble.ExtraTreesRegressor.__init__
sklearn.ensemble.ExtraTreesRegressor.apply
sklearn.ensemble.ExtraTreesRegressor.decision_path
sklearn.ensemble.ExtraTreesRegressor.fit
sklearn.ensemble.ExtraTreesRegressor.get_params
sklearn.ensemble.ExtraTreesRegressor.predict
sklearn.ensemble.ExtraTreesRegressor.score
sklearn.ensemble.ExtraTreesRegressor.set_params
sklearn.ensemble.GradientBoostingClassifier.__init__
sklearn.ensemble.GradientBoostingClassifier.apply
sklearn.ensemble.GradientBoostingClassifier.decision_function
sklearn.ensemble.GradientBoostingClassifier.fit
sklearn.ensemble.GradientBoostingClassifier.get_params
sklearn.ensemble.GradientBoostingClassifier.predict
sklearn.ensemble.GradientBoostingClassifier.predict_log_proba
sklearn.ensemble.GradientBoostingClassifier.predict_proba
sklearn.ensemble.GradientBoostingClassifier.score
sklearn.ensemble.GradientBoostingClassifier.set_params
sklearn.ensemble.GradientBoostingClassifier.staged_decision_function
sklearn.ensemble.GradientBoostingClassifier.staged_predict
sklearn.ensemble.GradientBoostingClassifier.staged_predict_proba
sklearn.ensemble.GradientBoostingRegressor.__init__
sklearn.ensemble.GradientBoostingRegressor.apply
sklearn.ensemble.GradientBoostingRegressor.fit
sklearn.ensemble.GradientBoostingRegressor.get_params
sklearn.ensemble.GradientBoostingRegressor.predict
sklearn.ensemble.GradientBoostingRegressor.score
sklearn.ensemble.GradientBoostingRegressor.set_params
sklearn.ensemble.GradientBoostingRegressor.staged_predict
sklearn.ensemble.IsolationForest.__init__
sklearn.ensemble.IsolationForest.decision_function
sklearn.ensemble.IsolationForest.fit
sklearn.ensemble.IsolationForest.fit_predict
sklearn.ensemble.IsolationForest.get_params
sklearn.ensemble.IsolationForest.predict
sklearn.ensemble.IsolationForest.score_samples
sklearn.ensemble.IsolationForest.set_params
sklearn.ensemble.RandomForestClassifier.__init__
sklearn.ensemble.RandomForestClassifier.apply
sklearn.ensemble.RandomForestClassifier.decision_path
sklearn.ensemble.RandomForestClassifier.fit
sklearn.ensemble.RandomForestClassifier.get_params
sklearn.ensemble.RandomForestClassifier.predict
sklearn.ensemble.RandomForestClassifier.predict_log_proba
sklearn.ensemble.RandomForestClassifier.predict_proba
sklearn.ensemble.RandomForestClassifier.score
sklearn.ensemble.RandomForestClassifier.set_params
sklearn.ensemble.RandomForestRegressor.__init__
sklearn.ensemble.RandomForestRegressor.apply
sklearn.ensemble.RandomForestRegressor.decision_path
sklearn.ensemble.RandomForestRegressor.fit
sklearn.ensemble.RandomForestRegressor.get_params
sklearn.ensemble.RandomForestRegressor.predict
sklearn.ensemble.RandomForestRegressor.score
sklearn.ensemble.RandomForestRegressor.set_params
sklearn.ensemble.RandomTreesEmbedding.__init__
sklearn.ensemble.RandomTreesEmbedding.apply
sklearn.ensemble.RandomTreesEmbedding.decision_path
sklearn.ensemble.RandomTreesEmbedding.fit
sklearn.ensemble.RandomTreesEmbedding.fit_transform
sklearn.ensemble.RandomTreesEmbedding.get_params
sklearn.ensemble.RandomTreesEmbedding.set_params
sklearn.ensemble.RandomTreesEmbedding.transform
sklearn.ensemble.VotingClassifier.__init__
sklearn.ensemble.VotingClassifier.fit
sklearn.ensemble.VotingClassifier.fit_transform
sklearn.ensemble.VotingClassifier.get_params
sklearn.ensemble.VotingClassifier.predict
sklearn.ensemble.VotingClassifier.score
sklearn.ensemble.VotingClassifier.set_params
sklearn.ensemble.VotingClassifier.transform
sklearn.exceptions.ChangedBehaviorWarning.with_traceback
sklearn.exceptions.ConvergenceWarning.with_traceback
sklearn.exceptions.DataConversionWarning.with_traceback
sklearn.exceptions.DataDimensionalityWarning.with_traceback
sklearn.exceptions.EfficiencyWarning.with_traceback
sklearn.exceptions.FitFailedWarning.with_traceback
sklearn.exceptions.NonBLASDotWarning.with_traceback
sklearn.exceptions.NotFittedError.with_traceback
sklearn.exceptions.UndefinedMetricWarning.with_traceback
sklearn.feature_extraction.DictVectorizer.__init__
sklearn.feature_extraction.DictVectorizer.fit
sklearn.feature_extraction.DictVectorizer.fit_transform
sklearn.feature_extraction.DictVectorizer.get_feature_names
sklearn.feature_extraction.DictVectorizer.get_params
sklearn.feature_extraction.DictVectorizer.inverse_transform
sklearn.feature_extraction.DictVectorizer.restrict
sklearn.feature_extraction.DictVectorizer.set_params
sklearn.feature_extraction.DictVectorizer.transform
sklearn.feature_extraction.FeatureHasher.__init__
sklearn.feature_extraction.FeatureHasher.fit
sklearn.feature_extraction.FeatureHasher.fit_transform
sklearn.feature_extraction.FeatureHasher.get_params
sklearn.feature_extraction.FeatureHasher.set_params
sklearn.feature_extraction.FeatureHasher.transform
sklearn.feature_extraction.image.PatchExtractor.__init__
sklearn.feature_extraction.image.PatchExtractor.fit
sklearn.feature_extraction.image.PatchExtractor.get_params
sklearn.feature_extraction.image.PatchExtractor.set_params
sklearn.feature_extraction.image.PatchExtractor.transform
sklearn.feature_extraction.text.CountVectorizer.__init__
sklearn.feature_extraction.text.CountVectorizer.build_analyzer
sklearn.feature_extraction.text.CountVectorizer.build_preprocessor
sklearn.feature_extraction.text.CountVectorizer.build_tokenizer
sklearn.feature_extraction.text.CountVectorizer.decode
sklearn.feature_extraction.text.CountVectorizer.fit
sklearn.feature_extraction.text.CountVectorizer.fit_transform
sklearn.feature_extraction.text.CountVectorizer.get_feature_names
sklearn.feature_extraction.text.CountVectorizer.get_params
sklearn.feature_extraction.text.CountVectorizer.get_stop_words
sklearn.feature_extraction.text.CountVectorizer.inverse_transform
sklearn.feature_extraction.text.CountVectorizer.set_params
sklearn.feature_extraction.text.CountVectorizer.transform
sklearn.feature_extraction.text.HashingVectorizer.__init__
sklearn.feature_extraction.text.HashingVectorizer.build_analyzer
sklearn.feature_extraction.text.HashingVectorizer.build_preprocessor
sklearn.feature_extraction.text.HashingVectorizer.build_tokenizer
sklearn.feature_extraction.text.HashingVectorizer.decode
sklearn.feature_extraction.text.HashingVectorizer.fit
sklearn.feature_extraction.text.HashingVectorizer.fit_transform
sklearn.feature_extraction.text.HashingVectorizer.get_params
sklearn.feature_extraction.text.HashingVectorizer.get_stop_words
sklearn.feature_extraction.text.HashingVectorizer.partial_fit
sklearn.feature_extraction.text.HashingVectorizer.set_params
sklearn.feature_extraction.text.HashingVectorizer.transform
sklearn.feature_extraction.text.TfidfTransformer.__init__
sklearn.feature_extraction.text.TfidfTransformer.fit
sklearn.feature_extraction.text.TfidfTransformer.fit_transform
sklearn.feature_extraction.text.TfidfTransformer.get_params
sklearn.feature_extraction.text.TfidfTransformer.set_params
sklearn.feature_extraction.text.TfidfTransformer.transform
sklearn.feature_extraction.text.TfidfVectorizer.__init__
sklearn.feature_extraction.text.TfidfVectorizer.build_analyzer
sklearn.feature_extraction.text.TfidfVectorizer.build_preprocessor
sklearn.feature_extraction.text.TfidfVectorizer.build_tokenizer
sklearn.feature_extraction.text.TfidfVectorizer.decode
sklearn.feature_extraction.text.TfidfVectorizer.fit
sklearn.feature_extraction.text.TfidfVectorizer.fit_transform
sklearn.feature_extraction.text.TfidfVectorizer.get_feature_names
sklearn.feature_extraction.text.TfidfVectorizer.get_params
sklearn.feature_extraction.text.TfidfVectorizer.get_stop_words
sklearn.feature_extraction.text.TfidfVectorizer.inverse_transform
sklearn.feature_extraction.text.TfidfVectorizer.set_params
sklearn.feature_extraction.text.TfidfVectorizer.transform
sklearn.feature_selection.GenericUnivariateSelect.__init__
sklearn.feature_selection.GenericUnivariateSelect.fit
sklearn.feature_selection.GenericUnivariateSelect.fit_transform
sklearn.feature_selection.GenericUnivariateSelect.get_params
sklearn.feature_selection.GenericUnivariateSelect.get_support
sklearn.feature_selection.GenericUnivariateSelect.inverse_transform
sklearn.feature_selection.GenericUnivariateSelect.set_params
sklearn.feature_selection.GenericUnivariateSelect.transform
sklearn.feature_selection.RFE.__init__
sklearn.feature_selection.RFE.decision_function
sklearn.feature_selection.RFE.fit
sklearn.feature_selection.RFE.fit_transform
sklearn.feature_selection.RFE.get_params
sklearn.feature_selection.RFE.get_support
sklearn.feature_selection.RFE.inverse_transform
sklearn.feature_selection.RFE.predict
sklearn.feature_selection.RFE.predict_log_proba
sklearn.feature_selection.RFE.predict_proba
sklearn.feature_selection.RFE.score
sklearn.feature_selection.RFE.set_params
sklearn.feature_selection.RFE.transform
sklearn.feature_selection.RFECV.__init__
sklearn.feature_selection.RFECV.decision_function
sklearn.feature_selection.RFECV.fit
sklearn.feature_selection.RFECV.fit_transform
sklearn.feature_selection.RFECV.get_params
sklearn.feature_selection.RFECV.get_support
sklearn.feature_selection.RFECV.inverse_transform
sklearn.feature_selection.RFECV.predict
sklearn.feature_selection.RFECV.predict_log_proba
sklearn.feature_selection.RFECV.predict_proba
sklearn.feature_selection.RFECV.score
sklearn.feature_selection.RFECV.set_params
sklearn.feature_selection.RFECV.transform
sklearn.feature_selection.SelectFdr.__init__
sklearn.feature_selection.SelectFdr.fit
sklearn.feature_selection.SelectFdr.fit_transform
sklearn.feature_selection.SelectFdr.get_params
sklearn.feature_selection.SelectFdr.get_support
sklearn.feature_selection.SelectFdr.inverse_transform
sklearn.feature_selection.SelectFdr.set_params
sklearn.feature_selection.SelectFdr.transform
sklearn.feature_selection.SelectFpr.__init__
sklearn.feature_selection.SelectFpr.fit
sklearn.feature_selection.SelectFpr.fit_transform
sklearn.feature_selection.SelectFpr.get_params
sklearn.feature_selection.SelectFpr.get_support
sklearn.feature_selection.SelectFpr.inverse_transform
sklearn.feature_selection.SelectFpr.set_params
sklearn.feature_selection.SelectFpr.transform
sklearn.feature_selection.SelectFromModel.__init__
sklearn.feature_selection.SelectFromModel.fit
sklearn.feature_selection.SelectFromModel.fit_transform
sklearn.feature_selection.SelectFromModel.get_params
sklearn.feature_selection.SelectFromModel.get_support
sklearn.feature_selection.SelectFromModel.inverse_transform
sklearn.feature_selection.SelectFromModel.partial_fit
sklearn.feature_selection.SelectFromModel.set_params
sklearn.feature_selection.SelectFromModel.transform
sklearn.feature_selection.SelectFwe.__init__
sklearn.feature_selection.SelectFwe.fit
sklearn.feature_selection.SelectFwe.fit_transform
sklearn.feature_selection.SelectFwe.get_params
sklearn.feature_selection.SelectFwe.get_support
sklearn.feature_selection.SelectFwe.inverse_transform
sklearn.feature_selection.SelectFwe.set_params
sklearn.feature_selection.SelectFwe.transform
sklearn.feature_selection.SelectKBest.__init__
sklearn.feature_selection.SelectKBest.fit
sklearn.feature_selection.SelectKBest.fit_transform
sklearn.feature_selection.SelectKBest.get_params
sklearn.feature_selection.SelectKBest.get_support
sklearn.feature_selection.SelectKBest.inverse_transform
sklearn.feature_selection.SelectKBest.set_params
sklearn.feature_selection.SelectKBest.transform
sklearn.feature_selection.SelectPercentile.__init__
sklearn.feature_selection.SelectPercentile.fit
sklearn.feature_selection.SelectPercentile.fit_transform
sklearn.feature_selection.SelectPercentile.get_params
sklearn.feature_selection.SelectPercentile.get_support
sklearn.feature_selection.SelectPercentile.inverse_transform
sklearn.feature_selection.SelectPercentile.set_params
sklearn.feature_selection.SelectPercentile.transform
sklearn.feature_selection.VarianceThreshold.__init__
sklearn.feature_selection.VarianceThreshold.fit
sklearn.feature_selection.VarianceThreshold.fit_transform
sklearn.feature_selection.VarianceThreshold.get_params
sklearn.feature_selection.VarianceThreshold.get_support
sklearn.feature_selection.VarianceThreshold.inverse_transform
sklearn.feature_selection.VarianceThreshold.set_params
sklearn.feature_selection.VarianceThreshold.transform
sklearn.gaussian_process.GaussianProcessClassifier.__init__
sklearn.gaussian_process.GaussianProcessClassifier.fit
sklearn.gaussian_process.GaussianProcessClassifier.get_params
sklearn.gaussian_process.GaussianProcessClassifier.log_marginal_likelihood
sklearn.gaussian_process.GaussianProcessClassifier.predict
sklearn.gaussian_process.GaussianProcessClassifier.predict_proba
sklearn.gaussian_process.GaussianProcessClassifier.score
sklearn.gaussian_process.GaussianProcessClassifier.set_params
sklearn.gaussian_process.GaussianProcessRegressor.__init__
sklearn.gaussian_process.GaussianProcessRegressor.fit
sklearn.gaussian_process.GaussianProcessRegressor.get_params
sklearn.gaussian_process.GaussianProcessRegressor.log_marginal_likelihood
sklearn.gaussian_process.GaussianProcessRegressor.predict
sklearn.gaussian_process.GaussianProcessRegressor.sample_y
sklearn.gaussian_process.GaussianProcessRegressor.score
sklearn.gaussian_process.GaussianProcessRegressor.set_params
sklearn.gaussian_process.kernels.CompoundKernel.__call__
sklearn.gaussian_process.kernels.CompoundKernel.__init__
sklearn.gaussian_process.kernels.CompoundKernel.clone_with_theta
sklearn.gaussian_process.kernels.CompoundKernel.diag
sklearn.gaussian_process.kernels.CompoundKernel.get_params
sklearn.gaussian_process.kernels.CompoundKernel.is_stationary
sklearn.gaussian_process.kernels.CompoundKernel.set_params
sklearn.gaussian_process.kernels.ConstantKernel.__call__
sklearn.gaussian_process.kernels.ConstantKernel.__init__
sklearn.gaussian_process.kernels.ConstantKernel.clone_with_theta
sklearn.gaussian_process.kernels.ConstantKernel.diag
sklearn.gaussian_process.kernels.ConstantKernel.get_params
sklearn.gaussian_process.kernels.ConstantKernel.is_stationary
sklearn.gaussian_process.kernels.ConstantKernel.set_params
sklearn.gaussian_process.kernels.DotProduct.__call__
sklearn.gaussian_process.kernels.DotProduct.__init__
sklearn.gaussian_process.kernels.DotProduct.clone_with_theta
sklearn.gaussian_process.kernels.DotProduct.diag
sklearn.gaussian_process.kernels.DotProduct.get_params
sklearn.gaussian_process.kernels.DotProduct.is_stationary
sklearn.gaussian_process.kernels.DotProduct.set_params
sklearn.gaussian_process.kernels.ExpSineSquared.__call__
sklearn.gaussian_process.kernels.ExpSineSquared.__init__
sklearn.gaussian_process.kernels.ExpSineSquared.clone_with_theta
sklearn.gaussian_process.kernels.ExpSineSquared.diag
sklearn.gaussian_process.kernels.ExpSineSquared.get_params
sklearn.gaussian_process.kernels.ExpSineSquared.is_stationary
sklearn.gaussian_process.kernels.ExpSineSquared.set_params
sklearn.gaussian_process.kernels.Exponentiation.__call__
sklearn.gaussian_process.kernels.Exponentiation.__init__
sklearn.gaussian_process.kernels.Exponentiation.clone_with_theta
sklearn.gaussian_process.kernels.Exponentiation.diag
sklearn.gaussian_process.kernels.Exponentiation.get_params
sklearn.gaussian_process.kernels.Exponentiation.is_stationary
sklearn.gaussian_process.kernels.Exponentiation.set_params
sklearn.gaussian_process.kernels.Hyperparameter.__call__
sklearn.gaussian_process.kernels.Hyperparameter.__init__
sklearn.gaussian_process.kernels.Hyperparameter.count
sklearn.gaussian_process.kernels.Hyperparameter.index
sklearn.gaussian_process.kernels.Kernel.__call__
sklearn.gaussian_process.kernels.Kernel.__init__
sklearn.gaussian_process.kernels.Kernel.clone_with_theta
sklearn.gaussian_process.kernels.Kernel.diag
sklearn.gaussian_process.kernels.Kernel.get_params
sklearn.gaussian_process.kernels.Kernel.is_stationary
sklearn.gaussian_process.kernels.Kernel.set_params
sklearn.gaussian_process.kernels.Matern.__call__
sklearn.gaussian_process.kernels.Matern.__init__
sklearn.gaussian_process.kernels.Matern.clone_with_theta
sklearn.gaussian_process.kernels.Matern.diag
sklearn.gaussian_process.kernels.Matern.get_params
sklearn.gaussian_process.kernels.Matern.is_stationary
sklearn.gaussian_process.kernels.Matern.set_params
sklearn.gaussian_process.kernels.PairwiseKernel.__call__
sklearn.gaussian_process.kernels.PairwiseKernel.__init__
sklearn.gaussian_process.kernels.PairwiseKernel.clone_with_theta
sklearn.gaussian_process.kernels.PairwiseKernel.diag
sklearn.gaussian_process.kernels.PairwiseKernel.get_params
sklearn.gaussian_process.kernels.PairwiseKernel.is_stationary
sklearn.gaussian_process.kernels.PairwiseKernel.set_params
sklearn.gaussian_process.kernels.Product.__call__
sklearn.gaussian_process.kernels.Product.__init__
sklearn.gaussian_process.kernels.Product.clone_with_theta
sklearn.gaussian_process.kernels.Product.diag
sklearn.gaussian_process.kernels.Product.get_params
sklearn.gaussian_process.kernels.Product.is_stationary
sklearn.gaussian_process.kernels.Product.set_params
sklearn.gaussian_process.kernels.RBF.__call__
sklearn.gaussian_process.kernels.RBF.__init__
sklearn.gaussian_process.kernels.RBF.clone_with_theta
sklearn.gaussian_process.kernels.RBF.diag
sklearn.gaussian_process.kernels.RBF.get_params
sklearn.gaussian_process.kernels.RBF.is_stationary
sklearn.gaussian_process.kernels.RBF.set_params
sklearn.gaussian_process.kernels.RationalQuadratic.__call__
sklearn.gaussian_process.kernels.RationalQuadratic.__init__
sklearn.gaussian_process.kernels.RationalQuadratic.clone_with_theta
sklearn.gaussian_process.kernels.RationalQuadratic.diag
sklearn.gaussian_process.kernels.RationalQuadratic.get_params
sklearn.gaussian_process.kernels.RationalQuadratic.is_stationary
sklearn.gaussian_process.kernels.RationalQuadratic.set_params
sklearn.gaussian_process.kernels.Sum.__call__
sklearn.gaussian_process.kernels.Sum.__init__
sklearn.gaussian_process.kernels.Sum.clone_with_theta
sklearn.gaussian_process.kernels.Sum.diag
sklearn.gaussian_process.kernels.Sum.get_params
sklearn.gaussian_process.kernels.Sum.is_stationary
sklearn.gaussian_process.kernels.Sum.set_params
sklearn.gaussian_process.kernels.WhiteKernel.__call__
sklearn.gaussian_process.kernels.WhiteKernel.__init__
sklearn.gaussian_process.kernels.WhiteKernel.clone_with_theta
sklearn.gaussian_process.kernels.WhiteKernel.diag
sklearn.gaussian_process.kernels.WhiteKernel.get_params
sklearn.gaussian_process.kernels.WhiteKernel.is_stationary
sklearn.gaussian_process.kernels.WhiteKernel.set_params
sklearn.impute.MissingIndicator.__init__
sklearn.impute.MissingIndicator.fit
sklearn.impute.MissingIndicator.fit_transform
sklearn.impute.MissingIndicator.get_params
sklearn.impute.MissingIndicator.set_params
sklearn.impute.MissingIndicator.transform
sklearn.impute.SimpleImputer.__init__
sklearn.impute.SimpleImputer.fit
sklearn.impute.SimpleImputer.fit_transform
sklearn.impute.SimpleImputer.get_params
sklearn.impute.SimpleImputer.set_params
sklearn.impute.SimpleImputer.transform
sklearn.isotonic.IsotonicRegression.__init__
sklearn.isotonic.IsotonicRegression.fit
sklearn.isotonic.IsotonicRegression.fit_transform
sklearn.isotonic.IsotonicRegression.get_params
sklearn.isotonic.IsotonicRegression.predict
sklearn.isotonic.IsotonicRegression.score
sklearn.isotonic.IsotonicRegression.set_params
sklearn.isotonic.IsotonicRegression.transform
sklearn.kernel_approximation.AdditiveChi2Sampler.__init__
sklearn.kernel_approximation.AdditiveChi2Sampler.fit
sklearn.kernel_approximation.AdditiveChi2Sampler.fit_transform
sklearn.kernel_approximation.AdditiveChi2Sampler.get_params
sklearn.kernel_approximation.AdditiveChi2Sampler.set_params
sklearn.kernel_approximation.AdditiveChi2Sampler.transform
sklearn.kernel_approximation.Nystroem.__init__
sklearn.kernel_approximation.Nystroem.fit
sklearn.kernel_approximation.Nystroem.fit_transform
sklearn.kernel_approximation.Nystroem.get_params
sklearn.kernel_approximation.Nystroem.set_params
sklearn.kernel_approximation.Nystroem.transform
sklearn.kernel_approximation.RBFSampler.__init__
sklearn.kernel_approximation.RBFSampler.fit
sklearn.kernel_approximation.RBFSampler.fit_transform
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sklearn.kernel_approximation.RBFSampler.set_params
sklearn.kernel_approximation.RBFSampler.transform
sklearn.kernel_approximation.SkewedChi2Sampler.__init__
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sklearn.kernel_approximation.SkewedChi2Sampler.transform
sklearn.kernel_ridge.KernelRidge.__init__
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sklearn.kernel_ridge.KernelRidge.predict
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sklearn.linear_model.ARDRegression.__init__
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sklearn.linear_model.BayesianRidge.__init__
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sklearn.linear_model.ElasticNet.__init__
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sklearn.linear_model.ElasticNet.predict
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sklearn.linear_model.ElasticNet.set_params
sklearn.linear_model.ElasticNetCV.__init__
sklearn.linear_model.ElasticNetCV.fit
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sklearn.linear_model.ElasticNetCV.set_params
sklearn.linear_model.HuberRegressor.__init__
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sklearn.linear_model.HuberRegressor.set_params
sklearn.linear_model.Lars.__init__
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sklearn.linear_model.Lars.predict
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sklearn.linear_model.LarsCV.__init__
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sklearn.linear_model.LarsCV.set_params
sklearn.linear_model.Lasso.__init__
sklearn.linear_model.Lasso.fit
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sklearn.linear_model.Lasso.predict
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sklearn.linear_model.Lasso.set_params
sklearn.linear_model.LassoCV.__init__
sklearn.linear_model.LassoCV.fit
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sklearn.linear_model.LassoCV.predict
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sklearn.linear_model.LassoLars.__init__
sklearn.linear_model.LassoLars.fit
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sklearn.linear_model.LassoLars.set_params
sklearn.linear_model.LassoLarsCV.__init__
sklearn.linear_model.LassoLarsCV.fit
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sklearn.linear_model.LassoLarsCV.predict
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sklearn.linear_model.LassoLarsIC.__init__
sklearn.linear_model.LassoLarsIC.fit
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sklearn.linear_model.LassoLarsIC.predict
sklearn.linear_model.LassoLarsIC.score
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sklearn.linear_model.LinearRegression.__init__
sklearn.linear_model.LinearRegression.fit
sklearn.linear_model.LinearRegression.get_params
sklearn.linear_model.LinearRegression.predict
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sklearn.linear_model.LinearRegression.set_params
sklearn.linear_model.LogisticRegression.__init__
sklearn.linear_model.LogisticRegression.decision_function
sklearn.linear_model.LogisticRegression.densify
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sklearn.linear_model.LogisticRegression.get_params
sklearn.linear_model.LogisticRegression.predict
sklearn.linear_model.LogisticRegression.predict_log_proba
sklearn.linear_model.LogisticRegression.predict_proba
sklearn.linear_model.LogisticRegression.score
sklearn.linear_model.LogisticRegression.set_params
sklearn.linear_model.LogisticRegression.sparsify
sklearn.linear_model.LogisticRegressionCV.__init__
sklearn.linear_model.LogisticRegressionCV.decision_function
sklearn.linear_model.LogisticRegressionCV.densify
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sklearn.linear_model.LogisticRegressionCV.get_params
sklearn.linear_model.LogisticRegressionCV.predict
sklearn.linear_model.LogisticRegressionCV.predict_log_proba
sklearn.linear_model.LogisticRegressionCV.predict_proba
sklearn.linear_model.LogisticRegressionCV.score
sklearn.linear_model.LogisticRegressionCV.set_params
sklearn.linear_model.LogisticRegressionCV.sparsify
sklearn.linear_model.MultiTaskElasticNet.__init__
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sklearn.linear_model.MultiTaskElasticNetCV.__init__
sklearn.linear_model.MultiTaskElasticNetCV.fit
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sklearn.linear_model.MultiTaskElasticNetCV.predict
sklearn.linear_model.MultiTaskElasticNetCV.score
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sklearn.linear_model.MultiTaskLasso.__init__
sklearn.linear_model.MultiTaskLasso.fit
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sklearn.linear_model.MultiTaskLasso.predict
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sklearn.linear_model.MultiTaskLasso.set_params
sklearn.linear_model.MultiTaskLassoCV.__init__
sklearn.linear_model.MultiTaskLassoCV.fit
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sklearn.linear_model.MultiTaskLassoCV.predict
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sklearn.linear_model.OrthogonalMatchingPursuit.__init__
sklearn.linear_model.OrthogonalMatchingPursuit.fit
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sklearn.linear_model.OrthogonalMatchingPursuit.score
sklearn.linear_model.OrthogonalMatchingPursuit.set_params
sklearn.linear_model.OrthogonalMatchingPursuitCV.__init__
sklearn.linear_model.OrthogonalMatchingPursuitCV.fit
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sklearn.linear_model.OrthogonalMatchingPursuitCV.predict
sklearn.linear_model.OrthogonalMatchingPursuitCV.score
sklearn.linear_model.OrthogonalMatchingPursuitCV.set_params
sklearn.linear_model.PassiveAggressiveClassifier.__init__
sklearn.linear_model.PassiveAggressiveClassifier.decision_function
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sklearn.linear_model.PassiveAggressiveClassifier.get_params
sklearn.linear_model.PassiveAggressiveClassifier.partial_fit
sklearn.linear_model.PassiveAggressiveClassifier.predict
sklearn.linear_model.PassiveAggressiveClassifier.score
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sklearn.linear_model.PassiveAggressiveClassifier.sparsify
sklearn.linear_model.PassiveAggressiveRegressor.__init__
sklearn.linear_model.PassiveAggressiveRegressor.densify
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sklearn.linear_model.PassiveAggressiveRegressor.get_params
sklearn.linear_model.PassiveAggressiveRegressor.partial_fit
sklearn.linear_model.PassiveAggressiveRegressor.predict
sklearn.linear_model.PassiveAggressiveRegressor.score
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sklearn.linear_model.PassiveAggressiveRegressor.sparsify
sklearn.linear_model.Perceptron.__init__
sklearn.linear_model.Perceptron.decision_function
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sklearn.linear_model.Perceptron.fit
sklearn.linear_model.Perceptron.get_params
sklearn.linear_model.Perceptron.partial_fit
sklearn.linear_model.Perceptron.predict
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sklearn.linear_model.Perceptron.set_params
sklearn.linear_model.Perceptron.sparsify
sklearn.linear_model.RANSACRegressor.__init__
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sklearn.linear_model.RANSACRegressor.predict
sklearn.linear_model.RANSACRegressor.score
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sklearn.linear_model.RandomizedLasso.__init__
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sklearn.linear_model.RandomizedLasso.fit_transform
sklearn.linear_model.RandomizedLasso.get_params
sklearn.linear_model.RandomizedLasso.get_support
sklearn.linear_model.RandomizedLasso.inverse_transform
sklearn.linear_model.RandomizedLasso.set_params
sklearn.linear_model.RandomizedLasso.transform
sklearn.linear_model.RandomizedLogisticRegression.__init__
sklearn.linear_model.RandomizedLogisticRegression.fit
sklearn.linear_model.RandomizedLogisticRegression.fit_transform
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sklearn.linear_model.RandomizedLogisticRegression.get_support
sklearn.linear_model.RandomizedLogisticRegression.inverse_transform
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sklearn.linear_model.RandomizedLogisticRegression.transform
sklearn.linear_model.Ridge.__init__
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sklearn.linear_model.Ridge.predict
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sklearn.linear_model.Ridge.set_params
sklearn.linear_model.RidgeCV.__init__
sklearn.linear_model.RidgeCV.fit
sklearn.linear_model.RidgeCV.get_params
sklearn.linear_model.RidgeCV.predict
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sklearn.linear_model.RidgeCV.set_params
sklearn.linear_model.RidgeClassifier.__init__
sklearn.linear_model.RidgeClassifier.decision_function
sklearn.linear_model.RidgeClassifier.fit
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sklearn.linear_model.RidgeClassifier.predict
sklearn.linear_model.RidgeClassifier.score
sklearn.linear_model.RidgeClassifier.set_params
sklearn.linear_model.RidgeClassifierCV.__init__
sklearn.linear_model.RidgeClassifierCV.decision_function
sklearn.linear_model.RidgeClassifierCV.fit
sklearn.linear_model.RidgeClassifierCV.get_params
sklearn.linear_model.RidgeClassifierCV.predict
sklearn.linear_model.RidgeClassifierCV.score
sklearn.linear_model.RidgeClassifierCV.set_params
sklearn.linear_model.SGDClassifier.__init__
sklearn.linear_model.SGDClassifier.decision_function
sklearn.linear_model.SGDClassifier.densify
sklearn.linear_model.SGDClassifier.fit
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sklearn.linear_model.SGDClassifier.partial_fit
sklearn.linear_model.SGDClassifier.predict
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sklearn.linear_model.SGDClassifier.set_params
sklearn.linear_model.SGDClassifier.sparsify
sklearn.linear_model.SGDRegressor.__init__
sklearn.linear_model.SGDRegressor.densify
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sklearn.linear_model.SGDRegressor.get_params
sklearn.linear_model.SGDRegressor.partial_fit
sklearn.linear_model.SGDRegressor.predict
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sklearn.linear_model.SGDRegressor.sparsify
sklearn.linear_model.TheilSenRegressor.__init__
sklearn.linear_model.TheilSenRegressor.fit
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sklearn.linear_model.TheilSenRegressor.predict
sklearn.linear_model.TheilSenRegressor.score
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sklearn.manifold.Isomap.__init__
sklearn.manifold.Isomap.fit
sklearn.manifold.Isomap.fit_transform
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sklearn.manifold.Isomap.reconstruction_error
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sklearn.manifold.Isomap.transform
sklearn.manifold.LocallyLinearEmbedding.__init__
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sklearn.manifold.LocallyLinearEmbedding.fit_transform
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sklearn.manifold.LocallyLinearEmbedding.set_params
sklearn.manifold.LocallyLinearEmbedding.transform
sklearn.manifold.MDS.__init__
sklearn.manifold.MDS.fit
sklearn.manifold.MDS.fit_transform
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sklearn.manifold.MDS.set_params
sklearn.manifold.SpectralEmbedding.__init__
sklearn.manifold.SpectralEmbedding.fit
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sklearn.manifold.SpectralEmbedding.set_params
sklearn.manifold.TSNE.__init__
sklearn.manifold.TSNE.fit
sklearn.manifold.TSNE.fit_transform
sklearn.manifold.TSNE.get_params
sklearn.manifold.TSNE.set_params
sklearn.mixture.BayesianGaussianMixture.__init__
sklearn.mixture.BayesianGaussianMixture.fit
sklearn.mixture.BayesianGaussianMixture.fit_predict
sklearn.mixture.BayesianGaussianMixture.get_params
sklearn.mixture.BayesianGaussianMixture.predict
sklearn.mixture.BayesianGaussianMixture.predict_proba
sklearn.mixture.BayesianGaussianMixture.sample
sklearn.mixture.BayesianGaussianMixture.score
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sklearn.mixture.GaussianMixture.__init__
sklearn.mixture.GaussianMixture.aic
sklearn.mixture.GaussianMixture.bic
sklearn.mixture.GaussianMixture.fit
sklearn.mixture.GaussianMixture.fit_predict
sklearn.mixture.GaussianMixture.get_params
sklearn.mixture.GaussianMixture.predict
sklearn.mixture.GaussianMixture.predict_proba
sklearn.mixture.GaussianMixture.sample
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sklearn.mixture.GaussianMixture.score_samples
sklearn.mixture.GaussianMixture.set_params
sklearn.model_selection.GridSearchCV.__init__
sklearn.model_selection.GridSearchCV.decision_function
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sklearn.model_selection.GridSearchCV.inverse_transform
sklearn.model_selection.GridSearchCV.predict
sklearn.model_selection.GridSearchCV.predict_log_proba
sklearn.model_selection.GridSearchCV.predict_proba
sklearn.model_selection.GridSearchCV.score
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sklearn.model_selection.GridSearchCV.transform
sklearn.model_selection.GroupKFold.__init__
sklearn.model_selection.GroupKFold.get_n_splits
sklearn.model_selection.GroupKFold.split
sklearn.model_selection.GroupShuffleSplit.__init__
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sklearn.model_selection.GroupShuffleSplit.split
sklearn.model_selection.KFold.__init__
sklearn.model_selection.KFold.get_n_splits
sklearn.model_selection.KFold.split
sklearn.model_selection.LeaveOneGroupOut.__init__
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sklearn.model_selection.LeaveOneGroupOut.split
sklearn.model_selection.LeaveOneOut.__init__
sklearn.model_selection.LeaveOneOut.get_n_splits
sklearn.model_selection.LeaveOneOut.split
sklearn.model_selection.LeavePGroupsOut.__init__
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sklearn.model_selection.LeavePGroupsOut.split
sklearn.model_selection.LeavePOut.__init__
sklearn.model_selection.LeavePOut.get_n_splits
sklearn.model_selection.LeavePOut.split
sklearn.model_selection.ParameterGrid.__init__
sklearn.model_selection.ParameterSampler.__init__
sklearn.model_selection.PredefinedSplit.__init__
sklearn.model_selection.PredefinedSplit.get_n_splits
sklearn.model_selection.PredefinedSplit.split
sklearn.model_selection.RandomizedSearchCV.__init__
sklearn.model_selection.RandomizedSearchCV.decision_function
sklearn.model_selection.RandomizedSearchCV.fit
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sklearn.model_selection.RandomizedSearchCV.inverse_transform
sklearn.model_selection.RandomizedSearchCV.predict
sklearn.model_selection.RandomizedSearchCV.predict_log_proba
sklearn.model_selection.RandomizedSearchCV.predict_proba
sklearn.model_selection.RandomizedSearchCV.score
sklearn.model_selection.RandomizedSearchCV.set_params
sklearn.model_selection.RandomizedSearchCV.transform
sklearn.model_selection.RepeatedKFold.__init__
sklearn.model_selection.RepeatedKFold.get_n_splits
sklearn.model_selection.RepeatedKFold.split
sklearn.model_selection.RepeatedStratifiedKFold.__init__
sklearn.model_selection.RepeatedStratifiedKFold.get_n_splits
sklearn.model_selection.RepeatedStratifiedKFold.split
sklearn.model_selection.ShuffleSplit.__init__
sklearn.model_selection.ShuffleSplit.get_n_splits
sklearn.model_selection.ShuffleSplit.split
sklearn.model_selection.StratifiedKFold.__init__
sklearn.model_selection.StratifiedKFold.get_n_splits
sklearn.model_selection.StratifiedKFold.split
sklearn.model_selection.StratifiedShuffleSplit.__init__
sklearn.model_selection.StratifiedShuffleSplit.get_n_splits
sklearn.model_selection.StratifiedShuffleSplit.split
sklearn.model_selection.TimeSeriesSplit.__init__
sklearn.model_selection.TimeSeriesSplit.get_n_splits
sklearn.model_selection.TimeSeriesSplit.split
sklearn.multiclass.OneVsOneClassifier.__init__
sklearn.multiclass.OneVsOneClassifier.decision_function
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sklearn.multiclass.OneVsOneClassifier.get_params
sklearn.multiclass.OneVsOneClassifier.partial_fit
sklearn.multiclass.OneVsOneClassifier.predict
sklearn.multiclass.OneVsOneClassifier.score
sklearn.multiclass.OneVsOneClassifier.set_params
sklearn.multiclass.OneVsRestClassifier.__init__
sklearn.multiclass.OneVsRestClassifier.decision_function
sklearn.multiclass.OneVsRestClassifier.fit
sklearn.multiclass.OneVsRestClassifier.get_params
sklearn.multiclass.OneVsRestClassifier.partial_fit
sklearn.multiclass.OneVsRestClassifier.predict
sklearn.multiclass.OneVsRestClassifier.predict_proba
sklearn.multiclass.OneVsRestClassifier.score
sklearn.multiclass.OneVsRestClassifier.set_params
sklearn.multiclass.OutputCodeClassifier.__init__
sklearn.multiclass.OutputCodeClassifier.fit
sklearn.multiclass.OutputCodeClassifier.get_params
sklearn.multiclass.OutputCodeClassifier.predict
sklearn.multiclass.OutputCodeClassifier.score
sklearn.multiclass.OutputCodeClassifier.set_params
sklearn.multioutput.ClassifierChain.__init__
sklearn.multioutput.ClassifierChain.decision_function
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sklearn.multioutput.ClassifierChain.get_params
sklearn.multioutput.ClassifierChain.predict
sklearn.multioutput.ClassifierChain.predict_proba
sklearn.multioutput.ClassifierChain.score
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sklearn.multioutput.MultiOutputClassifier.__init__
sklearn.multioutput.MultiOutputClassifier.fit
sklearn.multioutput.MultiOutputClassifier.get_params
sklearn.multioutput.MultiOutputClassifier.partial_fit
sklearn.multioutput.MultiOutputClassifier.predict
sklearn.multioutput.MultiOutputClassifier.predict_proba
sklearn.multioutput.MultiOutputClassifier.score
sklearn.multioutput.MultiOutputClassifier.set_params
sklearn.multioutput.MultiOutputRegressor.__init__
sklearn.multioutput.MultiOutputRegressor.fit
sklearn.multioutput.MultiOutputRegressor.get_params
sklearn.multioutput.MultiOutputRegressor.partial_fit
sklearn.multioutput.MultiOutputRegressor.predict
sklearn.multioutput.MultiOutputRegressor.score
sklearn.multioutput.MultiOutputRegressor.set_params
sklearn.multioutput.RegressorChain.__init__
sklearn.multioutput.RegressorChain.fit
sklearn.multioutput.RegressorChain.get_params
sklearn.multioutput.RegressorChain.predict
sklearn.multioutput.RegressorChain.score
sklearn.multioutput.RegressorChain.set_params
sklearn.naive_bayes.BernoulliNB.__init__
sklearn.naive_bayes.BernoulliNB.fit
sklearn.naive_bayes.BernoulliNB.get_params
sklearn.naive_bayes.BernoulliNB.partial_fit
sklearn.naive_bayes.BernoulliNB.predict
sklearn.naive_bayes.BernoulliNB.predict_log_proba
sklearn.naive_bayes.BernoulliNB.predict_proba
sklearn.naive_bayes.BernoulliNB.score
sklearn.naive_bayes.BernoulliNB.set_params
sklearn.naive_bayes.ComplementNB.__init__
sklearn.naive_bayes.ComplementNB.fit
sklearn.naive_bayes.ComplementNB.get_params
sklearn.naive_bayes.ComplementNB.partial_fit
sklearn.naive_bayes.ComplementNB.predict
sklearn.naive_bayes.ComplementNB.predict_log_proba
sklearn.naive_bayes.ComplementNB.predict_proba
sklearn.naive_bayes.ComplementNB.score
sklearn.naive_bayes.ComplementNB.set_params
sklearn.naive_bayes.GaussianNB.__init__
sklearn.naive_bayes.GaussianNB.fit
sklearn.naive_bayes.GaussianNB.get_params
sklearn.naive_bayes.GaussianNB.partial_fit
sklearn.naive_bayes.GaussianNB.predict
sklearn.naive_bayes.GaussianNB.predict_log_proba
sklearn.naive_bayes.GaussianNB.predict_proba
sklearn.naive_bayes.GaussianNB.score
sklearn.naive_bayes.GaussianNB.set_params
sklearn.naive_bayes.MultinomialNB.__init__
sklearn.naive_bayes.MultinomialNB.fit
sklearn.naive_bayes.MultinomialNB.get_params
sklearn.naive_bayes.MultinomialNB.partial_fit
sklearn.naive_bayes.MultinomialNB.predict
sklearn.naive_bayes.MultinomialNB.predict_log_proba
sklearn.naive_bayes.MultinomialNB.predict_proba
sklearn.naive_bayes.MultinomialNB.score
sklearn.naive_bayes.MultinomialNB.set_params
sklearn.neighbors.BallTree.__init__
sklearn.neighbors.BallTree.kernel_density
sklearn.neighbors.BallTree.query
sklearn.neighbors.BallTree.query_radius
sklearn.neighbors.BallTree.two_point_correlation
sklearn.neighbors.DistanceMetric.__init__
sklearn.neighbors.DistanceMetric.dist_to_rdist
sklearn.neighbors.DistanceMetric.get_metric
sklearn.neighbors.DistanceMetric.pairwise
sklearn.neighbors.DistanceMetric.rdist_to_dist
sklearn.neighbors.KDTree.__init__
sklearn.neighbors.KDTree.kernel_density
sklearn.neighbors.KDTree.query
sklearn.neighbors.KDTree.query_radius
sklearn.neighbors.KDTree.two_point_correlation
sklearn.neighbors.KNeighborsClassifier.__init__
sklearn.neighbors.KNeighborsClassifier.fit
sklearn.neighbors.KNeighborsClassifier.get_params
sklearn.neighbors.KNeighborsClassifier.kneighbors
sklearn.neighbors.KNeighborsClassifier.kneighbors_graph
sklearn.neighbors.KNeighborsClassifier.predict
sklearn.neighbors.KNeighborsClassifier.predict_proba
sklearn.neighbors.KNeighborsClassifier.score
sklearn.neighbors.KNeighborsClassifier.set_params
sklearn.neighbors.KNeighborsRegressor.__init__
sklearn.neighbors.KNeighborsRegressor.fit
sklearn.neighbors.KNeighborsRegressor.get_params
sklearn.neighbors.KNeighborsRegressor.kneighbors
sklearn.neighbors.KNeighborsRegressor.kneighbors_graph
sklearn.neighbors.KNeighborsRegressor.predict
sklearn.neighbors.KNeighborsRegressor.score
sklearn.neighbors.KNeighborsRegressor.set_params
sklearn.neighbors.KernelDensity.__init__
sklearn.neighbors.KernelDensity.fit
sklearn.neighbors.KernelDensity.get_params
sklearn.neighbors.KernelDensity.sample
sklearn.neighbors.KernelDensity.score
sklearn.neighbors.KernelDensity.score_samples
sklearn.neighbors.KernelDensity.set_params
sklearn.neighbors.LSHForest.__init__
sklearn.neighbors.LSHForest.fit
sklearn.neighbors.LSHForest.get_params
sklearn.neighbors.LSHForest.kneighbors
sklearn.neighbors.LSHForest.kneighbors_graph
sklearn.neighbors.LSHForest.partial_fit
sklearn.neighbors.LSHForest.radius_neighbors
sklearn.neighbors.LSHForest.radius_neighbors_graph
sklearn.neighbors.LSHForest.set_params
sklearn.neighbors.LocalOutlierFactor.__init__
sklearn.neighbors.LocalOutlierFactor.fit
sklearn.neighbors.LocalOutlierFactor.get_params
sklearn.neighbors.LocalOutlierFactor.kneighbors
sklearn.neighbors.LocalOutlierFactor.kneighbors_graph
sklearn.neighbors.LocalOutlierFactor.set_params
sklearn.neighbors.NearestCentroid.__init__
sklearn.neighbors.NearestCentroid.fit
sklearn.neighbors.NearestCentroid.get_params
sklearn.neighbors.NearestCentroid.predict
sklearn.neighbors.NearestCentroid.score
sklearn.neighbors.NearestCentroid.set_params
sklearn.neighbors.NearestNeighbors.__init__
sklearn.neighbors.NearestNeighbors.fit
sklearn.neighbors.NearestNeighbors.get_params
sklearn.neighbors.NearestNeighbors.kneighbors
sklearn.neighbors.NearestNeighbors.kneighbors_graph
sklearn.neighbors.NearestNeighbors.radius_neighbors
sklearn.neighbors.NearestNeighbors.radius_neighbors_graph
sklearn.neighbors.NearestNeighbors.set_params
sklearn.neighbors.RadiusNeighborsClassifier.__init__
sklearn.neighbors.RadiusNeighborsClassifier.fit
sklearn.neighbors.RadiusNeighborsClassifier.get_params
sklearn.neighbors.RadiusNeighborsClassifier.predict
sklearn.neighbors.RadiusNeighborsClassifier.radius_neighbors
sklearn.neighbors.RadiusNeighborsClassifier.radius_neighbors_graph
sklearn.neighbors.RadiusNeighborsClassifier.score
sklearn.neighbors.RadiusNeighborsClassifier.set_params
sklearn.neighbors.RadiusNeighborsRegressor.__init__
sklearn.neighbors.RadiusNeighborsRegressor.fit
sklearn.neighbors.RadiusNeighborsRegressor.get_params
sklearn.neighbors.RadiusNeighborsRegressor.predict
sklearn.neighbors.RadiusNeighborsRegressor.radius_neighbors
sklearn.neighbors.RadiusNeighborsRegressor.radius_neighbors_graph
sklearn.neighbors.RadiusNeighborsRegressor.score
sklearn.neighbors.RadiusNeighborsRegressor.set_params
sklearn.neural_network.BernoulliRBM.__init__
sklearn.neural_network.BernoulliRBM.fit
sklearn.neural_network.BernoulliRBM.fit_transform
sklearn.neural_network.BernoulliRBM.get_params
sklearn.neural_network.BernoulliRBM.gibbs
sklearn.neural_network.BernoulliRBM.partial_fit
sklearn.neural_network.BernoulliRBM.score_samples
sklearn.neural_network.BernoulliRBM.set_params
sklearn.neural_network.BernoulliRBM.transform
sklearn.neural_network.MLPClassifier.__init__
sklearn.neural_network.MLPClassifier.fit
sklearn.neural_network.MLPClassifier.get_params
sklearn.neural_network.MLPClassifier.predict
sklearn.neural_network.MLPClassifier.predict_log_proba
sklearn.neural_network.MLPClassifier.predict_proba
sklearn.neural_network.MLPClassifier.score
sklearn.neural_network.MLPClassifier.set_params
sklearn.neural_network.MLPRegressor.__init__
sklearn.neural_network.MLPRegressor.fit
sklearn.neural_network.MLPRegressor.get_params
sklearn.neural_network.MLPRegressor.predict
sklearn.neural_network.MLPRegressor.score
sklearn.neural_network.MLPRegressor.set_params
sklearn.pipeline.FeatureUnion.__init__
sklearn.pipeline.FeatureUnion.fit
sklearn.pipeline.FeatureUnion.fit_transform
sklearn.pipeline.FeatureUnion.get_feature_names
sklearn.pipeline.FeatureUnion.get_params
sklearn.pipeline.FeatureUnion.set_params
sklearn.pipeline.FeatureUnion.transform
sklearn.pipeline.Pipeline.__init__
sklearn.pipeline.Pipeline.decision_function
sklearn.pipeline.Pipeline.fit
sklearn.pipeline.Pipeline.fit_predict
sklearn.pipeline.Pipeline.fit_transform
sklearn.pipeline.Pipeline.get_params
sklearn.pipeline.Pipeline.predict
sklearn.pipeline.Pipeline.predict_log_proba
sklearn.pipeline.Pipeline.predict_proba
sklearn.pipeline.Pipeline.score
sklearn.pipeline.Pipeline.set_params
sklearn.preprocessing.Binarizer.__init__
sklearn.preprocessing.Binarizer.fit
sklearn.preprocessing.Binarizer.fit_transform
sklearn.preprocessing.Binarizer.get_params
sklearn.preprocessing.Binarizer.set_params
sklearn.preprocessing.Binarizer.transform
sklearn.preprocessing.FunctionTransformer.__init__
sklearn.preprocessing.FunctionTransformer.fit
sklearn.preprocessing.FunctionTransformer.fit_transform
sklearn.preprocessing.FunctionTransformer.get_params
sklearn.preprocessing.FunctionTransformer.inverse_transform
sklearn.preprocessing.FunctionTransformer.set_params
sklearn.preprocessing.FunctionTransformer.transform
sklearn.preprocessing.Imputer.__init__
sklearn.preprocessing.Imputer.fit
sklearn.preprocessing.Imputer.fit_transform
sklearn.preprocessing.Imputer.get_params
sklearn.preprocessing.Imputer.set_params
sklearn.preprocessing.Imputer.transform
sklearn.preprocessing.KBinsDiscretizer.__init__
sklearn.preprocessing.KBinsDiscretizer.fit
sklearn.preprocessing.KBinsDiscretizer.fit_transform
sklearn.preprocessing.KBinsDiscretizer.get_params
sklearn.preprocessing.KBinsDiscretizer.inverse_transform
sklearn.preprocessing.KBinsDiscretizer.set_params
sklearn.preprocessing.KBinsDiscretizer.transform
sklearn.preprocessing.KernelCenterer.__init__
sklearn.preprocessing.KernelCenterer.fit
sklearn.preprocessing.KernelCenterer.fit_transform
sklearn.preprocessing.KernelCenterer.get_params
sklearn.preprocessing.KernelCenterer.set_params
sklearn.preprocessing.KernelCenterer.transform
sklearn.preprocessing.LabelBinarizer.__init__
sklearn.preprocessing.LabelBinarizer.fit
sklearn.preprocessing.LabelBinarizer.fit_transform
sklearn.preprocessing.LabelBinarizer.get_params
sklearn.preprocessing.LabelBinarizer.inverse_transform
sklearn.preprocessing.LabelBinarizer.set_params
sklearn.preprocessing.LabelBinarizer.transform
sklearn.preprocessing.LabelEncoder.__init__
sklearn.preprocessing.LabelEncoder.fit
sklearn.preprocessing.LabelEncoder.fit_transform
sklearn.preprocessing.LabelEncoder.get_params
sklearn.preprocessing.LabelEncoder.inverse_transform
sklearn.preprocessing.LabelEncoder.set_params
sklearn.preprocessing.LabelEncoder.transform
sklearn.preprocessing.MaxAbsScaler.__init__
sklearn.preprocessing.MaxAbsScaler.fit
sklearn.preprocessing.MaxAbsScaler.fit_transform
sklearn.preprocessing.MaxAbsScaler.get_params
sklearn.preprocessing.MaxAbsScaler.inverse_transform
sklearn.preprocessing.MaxAbsScaler.partial_fit
sklearn.preprocessing.MaxAbsScaler.set_params
sklearn.preprocessing.MaxAbsScaler.transform
sklearn.preprocessing.MinMaxScaler.__init__
sklearn.preprocessing.MinMaxScaler.fit
sklearn.preprocessing.MinMaxScaler.fit_transform
sklearn.preprocessing.MinMaxScaler.get_params
sklearn.preprocessing.MinMaxScaler.inverse_transform
sklearn.preprocessing.MinMaxScaler.partial_fit
sklearn.preprocessing.MinMaxScaler.set_params
sklearn.preprocessing.MinMaxScaler.transform
sklearn.preprocessing.MultiLabelBinarizer.__init__
sklearn.preprocessing.MultiLabelBinarizer.fit
sklearn.preprocessing.MultiLabelBinarizer.fit_transform
sklearn.preprocessing.MultiLabelBinarizer.get_params
sklearn.preprocessing.MultiLabelBinarizer.inverse_transform
sklearn.preprocessing.MultiLabelBinarizer.set_params
sklearn.preprocessing.MultiLabelBinarizer.transform
sklearn.preprocessing.Normalizer.__init__
sklearn.preprocessing.Normalizer.fit
sklearn.preprocessing.Normalizer.fit_transform
sklearn.preprocessing.Normalizer.get_params
sklearn.preprocessing.Normalizer.set_params
sklearn.preprocessing.Normalizer.transform
sklearn.preprocessing.OneHotEncoder.__init__
sklearn.preprocessing.OneHotEncoder.fit
sklearn.preprocessing.OneHotEncoder.fit_transform
sklearn.preprocessing.OneHotEncoder.get_feature_names
sklearn.preprocessing.OneHotEncoder.get_params
sklearn.preprocessing.OneHotEncoder.inverse_transform
sklearn.preprocessing.OneHotEncoder.set_params
sklearn.preprocessing.OneHotEncoder.transform
sklearn.preprocessing.OrdinalEncoder.__init__
sklearn.preprocessing.OrdinalEncoder.fit
sklearn.preprocessing.OrdinalEncoder.fit_transform
sklearn.preprocessing.OrdinalEncoder.get_params
sklearn.preprocessing.OrdinalEncoder.inverse_transform
sklearn.preprocessing.OrdinalEncoder.set_params
sklearn.preprocessing.OrdinalEncoder.transform
sklearn.preprocessing.PolynomialFeatures.__init__
sklearn.preprocessing.PolynomialFeatures.fit
sklearn.preprocessing.PolynomialFeatures.fit_transform
sklearn.preprocessing.PolynomialFeatures.get_feature_names
sklearn.preprocessing.PolynomialFeatures.get_params
sklearn.preprocessing.PolynomialFeatures.set_params
sklearn.preprocessing.PolynomialFeatures.transform
sklearn.preprocessing.PowerTransformer.__init__
sklearn.preprocessing.PowerTransformer.fit
sklearn.preprocessing.PowerTransformer.fit_transform
sklearn.preprocessing.PowerTransformer.get_params
sklearn.preprocessing.PowerTransformer.inverse_transform
sklearn.preprocessing.PowerTransformer.set_params
sklearn.preprocessing.PowerTransformer.transform
sklearn.preprocessing.QuantileTransformer.__init__
sklearn.preprocessing.QuantileTransformer.fit
sklearn.preprocessing.QuantileTransformer.fit_transform
sklearn.preprocessing.QuantileTransformer.get_params
sklearn.preprocessing.QuantileTransformer.inverse_transform
sklearn.preprocessing.QuantileTransformer.set_params
sklearn.preprocessing.QuantileTransformer.transform
sklearn.preprocessing.RobustScaler.__init__
sklearn.preprocessing.RobustScaler.fit
sklearn.preprocessing.RobustScaler.fit_transform
sklearn.preprocessing.RobustScaler.get_params
sklearn.preprocessing.RobustScaler.inverse_transform
sklearn.preprocessing.RobustScaler.set_params
sklearn.preprocessing.RobustScaler.transform
sklearn.preprocessing.StandardScaler.__init__
sklearn.preprocessing.StandardScaler.fit
sklearn.preprocessing.StandardScaler.fit_transform
sklearn.preprocessing.StandardScaler.get_params
sklearn.preprocessing.StandardScaler.inverse_transform
sklearn.preprocessing.StandardScaler.partial_fit
sklearn.preprocessing.StandardScaler.set_params
sklearn.preprocessing.StandardScaler.transform
sklearn.random_projection.GaussianRandomProjection.__init__
sklearn.random_projection.GaussianRandomProjection.fit
sklearn.random_projection.GaussianRandomProjection.fit_transform
sklearn.random_projection.GaussianRandomProjection.get_params
sklearn.random_projection.GaussianRandomProjection.set_params
sklearn.random_projection.GaussianRandomProjection.transform
sklearn.random_projection.SparseRandomProjection.__init__
sklearn.random_projection.SparseRandomProjection.fit
sklearn.random_projection.SparseRandomProjection.fit_transform
sklearn.random_projection.SparseRandomProjection.get_params
sklearn.random_projection.SparseRandomProjection.set_params
sklearn.random_projection.SparseRandomProjection.transform
sklearn.semi_supervised.LabelPropagation.__init__
sklearn.semi_supervised.LabelPropagation.fit
sklearn.semi_supervised.LabelPropagation.get_params
sklearn.semi_supervised.LabelPropagation.predict
sklearn.semi_supervised.LabelPropagation.predict_proba
sklearn.semi_supervised.LabelPropagation.score
sklearn.semi_supervised.LabelPropagation.set_params
sklearn.semi_supervised.LabelSpreading.__init__
sklearn.semi_supervised.LabelSpreading.fit
sklearn.semi_supervised.LabelSpreading.get_params
sklearn.semi_supervised.LabelSpreading.predict
sklearn.semi_supervised.LabelSpreading.predict_proba
sklearn.semi_supervised.LabelSpreading.score
sklearn.semi_supervised.LabelSpreading.set_params
sklearn.svm.LinearSVC.__init__
sklearn.svm.LinearSVC.decision_function
sklearn.svm.LinearSVC.densify
sklearn.svm.LinearSVC.fit
sklearn.svm.LinearSVC.get_params
sklearn.svm.LinearSVC.predict
sklearn.svm.LinearSVC.score
sklearn.svm.LinearSVC.set_params
sklearn.svm.LinearSVC.sparsify
sklearn.svm.LinearSVR.__init__
sklearn.svm.LinearSVR.fit
sklearn.svm.LinearSVR.get_params
sklearn.svm.LinearSVR.predict
sklearn.svm.LinearSVR.score
sklearn.svm.LinearSVR.set_params
sklearn.svm.NuSVC.__init__
sklearn.svm.NuSVC.decision_function
sklearn.svm.NuSVC.fit
sklearn.svm.NuSVC.get_params
sklearn.svm.NuSVC.predict
sklearn.svm.NuSVC.score
sklearn.svm.NuSVC.set_params
sklearn.svm.NuSVR.__init__
sklearn.svm.NuSVR.fit
sklearn.svm.NuSVR.get_params
sklearn.svm.NuSVR.predict
sklearn.svm.NuSVR.score
sklearn.svm.NuSVR.set_params
sklearn.svm.OneClassSVM.__init__
sklearn.svm.OneClassSVM.decision_function
sklearn.svm.OneClassSVM.fit
sklearn.svm.OneClassSVM.fit_predict
sklearn.svm.OneClassSVM.get_params
sklearn.svm.OneClassSVM.predict
sklearn.svm.OneClassSVM.score_samples
sklearn.svm.OneClassSVM.set_params
sklearn.svm.SVC.__init__
sklearn.svm.SVC.decision_function
sklearn.svm.SVC.fit
sklearn.svm.SVC.get_params
sklearn.svm.SVC.predict
sklearn.svm.SVC.score
sklearn.svm.SVC.set_params
sklearn.svm.SVR.__init__
sklearn.svm.SVR.fit
sklearn.svm.SVR.get_params
sklearn.svm.SVR.predict
sklearn.svm.SVR.score
sklearn.svm.SVR.set_params
sklearn.tree.DecisionTreeClassifier.__init__
sklearn.tree.DecisionTreeClassifier.apply
sklearn.tree.DecisionTreeClassifier.decision_path
sklearn.tree.DecisionTreeClassifier.fit
sklearn.tree.DecisionTreeClassifier.get_params
sklearn.tree.DecisionTreeClassifier.predict
sklearn.tree.DecisionTreeClassifier.predict_log_proba
sklearn.tree.DecisionTreeClassifier.predict_proba
sklearn.tree.DecisionTreeClassifier.score
sklearn.tree.DecisionTreeClassifier.set_params
sklearn.tree.DecisionTreeRegressor.__init__
sklearn.tree.DecisionTreeRegressor.apply
sklearn.tree.DecisionTreeRegressor.decision_path
sklearn.tree.DecisionTreeRegressor.fit
sklearn.tree.DecisionTreeRegressor.get_params
sklearn.tree.DecisionTreeRegressor.predict
sklearn.tree.DecisionTreeRegressor.score
sklearn.tree.DecisionTreeRegressor.set_params
sklearn.tree.ExtraTreeClassifier.__init__
sklearn.tree.ExtraTreeClassifier.apply
sklearn.tree.ExtraTreeClassifier.decision_path
sklearn.tree.ExtraTreeClassifier.fit
sklearn.tree.ExtraTreeClassifier.get_params
sklearn.tree.ExtraTreeClassifier.predict
sklearn.tree.ExtraTreeClassifier.predict_log_proba
sklearn.tree.ExtraTreeClassifier.predict_proba
sklearn.tree.ExtraTreeClassifier.score
sklearn.tree.ExtraTreeClassifier.set_params
sklearn.tree.ExtraTreeRegressor.__init__
sklearn.tree.ExtraTreeRegressor.apply
sklearn.tree.ExtraTreeRegressor.decision_path
sklearn.tree.ExtraTreeRegressor.fit
sklearn.tree.ExtraTreeRegressor.get_params
sklearn.tree.ExtraTreeRegressor.predict
sklearn.tree.ExtraTreeRegressor.score
sklearn.tree.ExtraTreeRegressor.set_params
sklearn.utils.Memory.__init__
sklearn.utils.Memory.cache
sklearn.utils.Memory.clear
sklearn.utils.Memory.eval
sklearn.utils.Memory.format
sklearn.utils.Memory.reduce_size
sklearn.utils.Parallel.__init__
sklearn.utils.Parallel.dispatch_next
sklearn.utils.Parallel.dispatch_one_batch
sklearn.utils.Parallel.format
sklearn.utils.Parallel.print_progress
sklearn.utils.testing.mock_mldata_urlopen.__init__
sklearn.linear_model.ElasticNet.path
sklearn.linear_model.ElasticNetCV.path
sklearn.linear_model.Lasso.path
sklearn.linear_model.LassoCV.path
sklearn.linear_model.MultiTaskElasticNet.path
sklearn.linear_model.MultiTaskElasticNetCV.path
sklearn.linear_model.MultiTaskLasso.path
sklearn.linear_model.MultiTaskLassoCV.path

Function

sklearn.base.clone
sklearn.base.is_classifier
sklearn.base.is_regressor
sklearn.calibration.calibration_curve
sklearn.cluster.affinity_propagation
sklearn.cluster.dbscan
sklearn.cluster.estimate_bandwidth
sklearn.cluster.k_means
sklearn.cluster.mean_shift
sklearn.cluster.spectral_clustering
sklearn.cluster.ward_tree
sklearn.compose.make_column_transformer
sklearn.config_context
sklearn.covariance.empirical_covariance
sklearn.covariance.graph_lasso
sklearn.covariance.graphical_lasso
sklearn.covariance.ledoit_wolf
sklearn.covariance.oas
sklearn.covariance.shrunk_covariance
sklearn.datasets.clear_data_home
sklearn.datasets.dump_svmlight_file
sklearn.datasets.fetch_20newsgroups
sklearn.datasets.fetch_20newsgroups_vectorized
sklearn.datasets.fetch_california_housing
sklearn.datasets.fetch_covtype
sklearn.datasets.fetch_kddcup99
sklearn.datasets.fetch_lfw_pairs
sklearn.datasets.fetch_lfw_people
sklearn.datasets.fetch_mldata
sklearn.datasets.fetch_olivetti_faces
sklearn.datasets.fetch_openml
sklearn.datasets.fetch_rcv1
sklearn.datasets.fetch_species_distributions
sklearn.datasets.get_data_home
sklearn.datasets.load_boston
sklearn.datasets.load_breast_cancer
sklearn.datasets.load_diabetes
sklearn.datasets.load_digits
sklearn.datasets.load_files
sklearn.datasets.load_iris
sklearn.datasets.load_linnerud
sklearn.datasets.load_mlcomp
sklearn.datasets.load_sample_image
sklearn.datasets.load_sample_images
sklearn.datasets.load_svmlight_file
sklearn.datasets.load_svmlight_files
sklearn.datasets.load_wine
sklearn.datasets.make_biclusters
sklearn.datasets.make_blobs
sklearn.datasets.make_checkerboard
sklearn.datasets.make_circles
sklearn.datasets.make_classification
sklearn.datasets.make_friedman1
sklearn.datasets.make_friedman2
sklearn.datasets.make_friedman3
sklearn.datasets.make_gaussian_quantiles
sklearn.datasets.make_hastie_10_2
sklearn.datasets.make_low_rank_matrix
sklearn.datasets.make_moons
sklearn.datasets.make_multilabel_classification
sklearn.datasets.make_regression
sklearn.datasets.make_s_curve
sklearn.datasets.make_sparse_coded_signal
sklearn.datasets.make_sparse_spd_matrix
sklearn.datasets.make_sparse_uncorrelated
sklearn.datasets.make_spd_matrix
sklearn.datasets.make_swiss_roll
sklearn.datasets.mldata_filename
sklearn.decomposition.dict_learning
sklearn.decomposition.dict_learning_online
sklearn.decomposition.fastica
sklearn.decomposition.sparse_encode
sklearn.ensemble.partial_dependence.partial_dependence
sklearn.ensemble.partial_dependence.plot_partial_dependence
sklearn.feature_extraction.image.extract_patches_2d
sklearn.feature_extraction.image.grid_to_graph
sklearn.feature_extraction.image.img_to_graph
sklearn.feature_extraction.image.reconstruct_from_patches_2d
sklearn.feature_selection.chi2
sklearn.feature_selection.f_classif
sklearn.feature_selection.f_regression
sklearn.feature_selection.mutual_info_classif
sklearn.feature_selection.mutual_info_regression
sklearn.get_config
sklearn.isotonic.check_increasing
sklearn.isotonic.isotonic_regression
sklearn.linear_model.enet_path
sklearn.linear_model.lars_path
sklearn.linear_model.lasso_path
sklearn.linear_model.lasso_stability_path
sklearn.linear_model.logistic_regression_path
sklearn.linear_model.orthogonal_mp
sklearn.linear_model.orthogonal_mp_gram
sklearn.linear_model.ridge_regression
sklearn.manifold.locally_linear_embedding
sklearn.manifold.smacof
sklearn.manifold.spectral_embedding
sklearn.metrics.accuracy_score
sklearn.metrics.adjusted_mutual_info_score
sklearn.metrics.adjusted_rand_score
sklearn.metrics.auc
sklearn.metrics.average_precision_score
sklearn.metrics.balanced_accuracy_score
sklearn.metrics.brier_score_loss
sklearn.metrics.calinski_harabaz_score
sklearn.metrics.check_scoring
sklearn.metrics.classification_report
sklearn.metrics.cluster.contingency_matrix
sklearn.metrics.cohen_kappa_score
sklearn.metrics.completeness_score
sklearn.metrics.confusion_matrix
sklearn.metrics.consensus_score
sklearn.metrics.coverage_error
sklearn.metrics.davies_bouldin_score
sklearn.metrics.explained_variance_score
sklearn.metrics.f1_score
sklearn.metrics.fbeta_score
sklearn.metrics.fowlkes_mallows_score
sklearn.metrics.get_scorer
sklearn.metrics.hamming_loss
sklearn.metrics.hinge_loss
sklearn.metrics.homogeneity_completeness_v_measure
sklearn.metrics.homogeneity_score
sklearn.metrics.jaccard_similarity_score
sklearn.metrics.label_ranking_average_precision_score
sklearn.metrics.label_ranking_loss
sklearn.metrics.log_loss
sklearn.metrics.make_scorer
sklearn.metrics.matthews_corrcoef
sklearn.metrics.mean_absolute_error
sklearn.metrics.mean_squared_error
sklearn.metrics.mean_squared_log_error
sklearn.metrics.median_absolute_error
sklearn.metrics.mutual_info_score
sklearn.metrics.normalized_mutual_info_score
sklearn.metrics.pairwise.additive_chi2_kernel
sklearn.metrics.pairwise.chi2_kernel
sklearn.metrics.pairwise.cosine_distances
sklearn.metrics.pairwise.cosine_similarity
sklearn.metrics.pairwise.distance_metrics
sklearn.metrics.pairwise.euclidean_distances
sklearn.metrics.pairwise.kernel_metrics
sklearn.metrics.pairwise.laplacian_kernel
sklearn.metrics.pairwise.linear_kernel
sklearn.metrics.pairwise.manhattan_distances
sklearn.metrics.pairwise.paired_cosine_distances
sklearn.metrics.pairwise.paired_distances
sklearn.metrics.pairwise.paired_euclidean_distances
sklearn.metrics.pairwise.paired_manhattan_distances
sklearn.metrics.pairwise.pairwise_kernels
sklearn.metrics.pairwise.polynomial_kernel
sklearn.metrics.pairwise.rbf_kernel
sklearn.metrics.pairwise.sigmoid_kernel
sklearn.metrics.pairwise_distances
sklearn.metrics.pairwise_distances_argmin
sklearn.metrics.pairwise_distances_argmin_min
sklearn.metrics.pairwise_distances_chunked
sklearn.metrics.precision_recall_curve
sklearn.metrics.precision_recall_fscore_support
sklearn.metrics.precision_score
sklearn.metrics.r2_score
sklearn.metrics.recall_score
sklearn.metrics.roc_auc_score
sklearn.metrics.roc_curve
sklearn.metrics.silhouette_samples
sklearn.metrics.silhouette_score
sklearn.metrics.v_measure_score
sklearn.metrics.zero_one_loss
sklearn.model_selection.check_cv
sklearn.model_selection.cross_val_predict
sklearn.model_selection.cross_val_score
sklearn.model_selection.cross_validate
sklearn.model_selection.fit_grid_point
sklearn.model_selection.learning_curve
sklearn.model_selection.permutation_test_score
sklearn.model_selection.train_test_split
sklearn.model_selection.validation_curve
sklearn.neighbors.kneighbors_graph
sklearn.neighbors.radius_neighbors_graph
sklearn.pipeline.make_pipeline
sklearn.pipeline.make_union
sklearn.preprocessing.add_dummy_feature
sklearn.preprocessing.binarize
sklearn.preprocessing.label_binarize
sklearn.preprocessing.maxabs_scale
sklearn.preprocessing.minmax_scale
sklearn.preprocessing.normalize
sklearn.preprocessing.power_transform
sklearn.preprocessing.quantile_transform
sklearn.preprocessing.robust_scale
sklearn.preprocessing.scale
sklearn.random_projection.johnson_lindenstrauss_min_dim
sklearn.set_config
sklearn.show_versions
sklearn.svm.l1_min_c
sklearn.svm.libsvm.cross_validation
sklearn.svm.libsvm.decision_function
sklearn.svm.libsvm.fit
sklearn.svm.libsvm.predict
sklearn.svm.libsvm.predict_proba
sklearn.tree.export_graphviz
sklearn.utils.arrayfuncs.cholesky_delete
sklearn.utils.arrayfuncs.min_pos
sklearn.utils.as_float_array
sklearn.utils.assert_all_finite
sklearn.utils.bench.total_seconds
sklearn.utils.check_X_y
sklearn.utils.check_array
sklearn.utils.check_consistent_length
sklearn.utils.check_random_state
sklearn.utils.class_weight.compute_class_weight
sklearn.utils.class_weight.compute_sample_weight
sklearn.utils.cpu_count
sklearn.utils.delayed
sklearn.utils.deprecated
sklearn.utils.estimator_checks.check_estimator
sklearn.utils.extmath.density
sklearn.utils.extmath.fast_logdet
sklearn.utils.extmath.randomized_range_finder
sklearn.utils.extmath.randomized_svd
sklearn.utils.extmath.safe_sparse_dot
sklearn.utils.extmath.weighted_mode
sklearn.utils.gen_even_slices
sklearn.utils.graph.single_source_shortest_path_length
sklearn.utils.graph_shortest_path.graph_shortest_path
sklearn.utils.indexable
sklearn.utils.multiclass.is_multilabel
sklearn.utils.multiclass.type_of_target
sklearn.utils.multiclass.unique_labels
sklearn.utils.murmurhash3_32
sklearn.utils.parallel_backend
sklearn.utils.random.sample_without_replacement
sklearn.utils.register_parallel_backend
sklearn.utils.resample
sklearn.utils.safe_indexing
sklearn.utils.safe_mask
sklearn.utils.safe_sqr
sklearn.utils.shuffle
sklearn.utils.sparsefuncs.incr_mean_variance_axis
sklearn.utils.sparsefuncs.inplace_column_scale
sklearn.utils.sparsefuncs.inplace_csr_column_scale
sklearn.utils.sparsefuncs.inplace_row_scale
sklearn.utils.sparsefuncs.inplace_swap_column
sklearn.utils.sparsefuncs.inplace_swap_row
sklearn.utils.sparsefuncs.mean_variance_axis
sklearn.utils.sparsefuncs_fast.inplace_csr_row_normalize_l1
sklearn.utils.sparsefuncs_fast.inplace_csr_row_normalize_l2
sklearn.utils.testing.all_estimators
sklearn.utils.testing.assert_in
sklearn.utils.testing.assert_not_in
sklearn.utils.testing.assert_raise_message
sklearn.utils.validation.check_is_fitted
sklearn.utils.validation.check_memory
sklearn.utils.validation.check_symmetric
sklearn.utils.validation.column_or_1d
sklearn.utils.validation.has_fit_parameter

Guide

About us
Example: Faces recognition example using eigenfaces and SVMs
Example: Model Complexity Influence
Example: Out-of-core classification of text documents
Example: Outlier detection on a real data set
Example: Prediction Latency
Example: Species distribution modeling
Example: Visualizing the stock market structure
Example: Compressive sensing: tomography reconstruction with L1 prior (Lasso)
Example: Topic extraction with Non-negative Matrix Factorization and Latent Dirichlet Allocation
Example: Libsvm GUI
Example: Wikipedia principal eigenvector
Example: Biclustering documents with the Spectral Co-clustering algorithm
Example: A demo of the Spectral Biclustering algorithm
Example: A demo of the Spectral Co-Clustering algorithm
Example: Probability calibration of classifiers
Example: Probability Calibration curves
Example: Probability Calibration for 3-class classification
Example: Comparison of Calibration of Classifiers
Example: Plot classification probability
Example: Classifier comparison
Example: Recognizing hand-written digits
Example: Normal and Shrinkage Linear Discriminant Analysis for classification
Example: Linear and Quadratic Discriminant Analysis with covariance ellipsoid
Example: Adjustment for chance in clustering performance evaluation
Example: Demo of affinity propagation clustering algorithm
Example: Agglomerative clustering with and without structure
Example: Agglomerative clustering with different metrics
Example: Compare BIRCH and MiniBatchKMeans
Example: Comparing different clustering algorithms on toy datasets
Example: K-means Clustering
Example: Segmenting the picture of greek coins in regions
Example: A demo of structured Ward hierarchical clustering on an image of coins
Example: Color Quantization using K-Means
Example: Demo of DBSCAN clustering algorithm
Example: Online learning of a dictionary of parts of faces
Example: Feature agglomeration
Example: Various Agglomerative Clustering on a 2D embedding of digits
Example: Vector Quantization Example
Example: Feature agglomeration vs. univariate selection
Example: Demonstration of k-means assumptions
Example: A demo of K-Means clustering on the handwritten digits data
Example: Selecting the number of clusters with silhouette analysis on KMeans clustering
Example: Empirical evaluation of the impact of k-means initialization
Example: Comparing different hierarchical linkage methods on toy datasets
Example: A demo of the mean-shift clustering algorithm
Example: Comparison of the K-Means and MiniBatchKMeans clustering algorithms
Example: Spectral clustering for image segmentation
Example: Hierarchical clustering: structured vs unstructured ward
Example: Column Transformer with Heterogeneous Data Sources
Example: Column Transformer with Mixed Types
Example: Selecting dimensionality reduction with Pipeline and GridSearchCV
Example: Pipelining: chaining a PCA and a logistic regression
Example: Concatenating multiple feature extraction methods
Example: Effect of transforming the targets in regression model
Example: Shrinkage covariance estimation: LedoitWolf vs OAS and max-likelihood
Example: Ledoit-Wolf vs OAS estimation
Example: Robust covariance estimation and Mahalanobis distances relevance
Example: Robust vs Empirical covariance estimate
Example: Sparse inverse covariance estimation
Example: Compare cross decomposition methods
Example: The Digit Dataset
Example: The Iris Dataset
Example: Plot randomly generated classification dataset
Example: Plot randomly generated multilabel dataset
Example: Beta-divergence loss functions
Example: Faces dataset decompositions
Example: Blind source separation using FastICA
Example: FastICA on 2D point clouds
Example: Image denoising using dictionary learning
Example: Incremental PCA
Example: Kernel PCA
Example: Principal components analysis (PCA)
Example: PCA example with Iris Data-set
Example: Model selection with Probabilistic PCA and Factor Analysis (FA)
Example: Comparison of LDA and PCA 2D projection of Iris dataset
Example: Sparse coding with a precomputed dictionary
Example: Discrete versus Real AdaBoost
Example: Multi-class AdaBoosted Decision Trees
Example: Decision Tree Regression with AdaBoost
Example: Two-class AdaBoost
Example: Single estimator versus bagging: bias-variance decomposition
Example: OOB Errors for Random Forests
Example: Feature transformations with ensembles of trees
Example: Feature importances with forests of trees
Example: Pixel importances with a parallel forest of trees
Example: Plot the decision surfaces of ensembles of trees on the iris dataset
Example: Early stopping of Gradient Boosting
Example: Gradient Boosting Out-of-Bag estimates
Example: Prediction Intervals for Gradient Boosting Regression
Example: Gradient Boosting regression
Example: Gradient Boosting regularization
Example: IsolationForest example
Example: Partial Dependence Plots
Example: Hashing feature transformation using Totally Random Trees
Example: Comparing random forests and the multi-output meta estimator
Example: Plot the decision boundaries of a VotingClassifier
Example: Plot class probabilities calculated by the VotingClassifier
Example: Cross-validation on diabetes Dataset Exercise
Example: Cross-validation on Digits Dataset Exercise
Example: Digits Classification Exercise
Example: SVM Exercise
Example: Comparison of F-test and mutual information
Example: Univariate Feature Selection
Example: Pipeline Anova SVM
Example: Test with permutations the significance of a classification score
Example: Recursive feature elimination
Example: Recursive feature elimination with cross-validation
Example: Feature selection using SelectFromModel and LassoCV
Example: Comparison of kernel ridge and Gaussian process regression
Example: Probabilistic predictions with Gaussian process classification (GPC)
Example: Gaussian process classification (GPC) on iris dataset
Example: Iso-probability lines for Gaussian Processes classification (GPC)
Example: Illustration of Gaussian process classification (GPC) on the XOR dataset
Example: Gaussian process regression (GPR) on Mauna Loa CO2 data.
Example: Gaussian process regression (GPR) with noise-level estimation
Example: Gaussian Processes regression: basic introductory example
Example: Illustration of prior and posterior Gaussian process for different kernels
Example: Examples
Example: Automatic Relevance Determination Regression (ARD)
Example: Bayesian Ridge Regression
Example: HuberRegressor vs Ridge on dataset with strong outliers
Example: Logistic Regression 3-class Classifier
Example: Lasso and Elastic Net for Sparse Signals
Example: Lasso and Elastic Net
Example: Lasso on dense and sparse data
Example: Lasso path using LARS
Example: Lasso model selection: Cross-Validation / AIC / BIC
Example: Logistic function
Example: L1 Penalty and Sparsity in Logistic Regression
Example: Plot multinomial and One-vs-Rest Logistic Regression
Example: Regularization path of L1- Logistic Regression
Example: Joint feature selection with multi-task Lasso
Example: Linear Regression Example
Example: Sparsity Example: Fitting only features 1 and 2
Example: Ordinary Least Squares and Ridge Regression Variance
Example: Orthogonal Matching Pursuit
Example: Polynomial interpolation
Example: Robust linear model estimation using RANSAC
Example: Plot Ridge coefficients as a function of the L2 regularization
Example: Plot Ridge coefficients as a function of the regularization
Example: Robust linear estimator fitting
Example: Comparing various online solvers
Example: Early stopping of Stochastic Gradient Descent
Example: Plot multi-class SGD on the iris dataset
Example: SGD: convex loss functions
Example: SGD: Penalties
Example: SGD: Maximum margin separating hyperplane
Example: SGD: Weighted samples
Example: Multiclass sparse logisitic regression on newgroups20
Example: MNIST classfification using multinomial logistic + L1
Example: Theil-Sen Regression
Example: Comparison of Manifold Learning methods
Example: Manifold learning on handwritten digits: Locally Linear Embedding, Isomap��
Example: Manifold Learning methods on a severed sphere
Example: Multi-dimensional scaling
Example: Swiss Roll reduction with LLE
Example: t-SNE: The effect of various perplexity values on the shape
Example: Concentration Prior Type Analysis of Variation Bayesian Gaussian Mixture
Example: Gaussian Mixture Model Ellipsoids
Example: GMM covariances
Example: Density Estimation for a Gaussian mixture
Example: Gaussian Mixture Model Selection
Example: Gaussian Mixture Model Sine Curve
Example: Sample pipeline for text feature extraction and evaluation
Example: Confusion matrix
Example: Visualizing cross-validation behavior in scikit-learn
Example: Plotting Cross-Validated Predictions
Example: Parameter estimation using grid search with cross-validation
Example: Plotting Learning Curves
Example: Demonstration of multi-metric evaluation on cross_val_score and GridSearchCV
Example: Nested versus non-nested cross-validation
Example: Precision-Recall
Example: Comparing randomized search and grid search for hyperparameter estimation
Example: Receiver Operating Characteristic (ROC)
Example: Receiver Operating Characteristic (ROC) with cross validation
Example: Train error vs Test error
Example: Underfitting vs. Overfitting
Example: Plotting Validation Curves
Example: Classifier Chain
Example: Nearest Neighbors Classification
Example: Kernel Density Estimation
Example: Simple 1D Kernel Density Estimation
Example: Novelty detection with Local Outlier Factor (LOF)
Example: Outlier detection with Local Outlier Factor (LOF)
Example: Nearest Centroid Classification
Example: Nearest Neighbors regression
Example: Kernel Density Estimate of Species Distributions
Example: Varying regularization in Multi-layer Perceptron
Example: Compare Stochastic learning strategies for MLPClassifier
Example: Visualization of MLP weights on MNIST
Example: Restricted Boltzmann Machine features for digit classification
Example: Comparing anomaly detection algorithms for outlier detection on toy datasets
Example: Isotonic Regression
Example: The Johnson-Lindenstrauss bound for embedding with random projections
Example: Explicit feature map approximation for RBF kernels
Example: Comparison of kernel ridge regression and SVR
Example: Imputing missing values before building an estimator
Example: Multilabel classification
Example: Face completion with a multi-output estimators
Example: Compare the effect of different scalers on data with outliers
Example: Using KBinsDiscretizer to discretize continuous features
Example: Feature discretization
Example: Demonstrating the different strategies of KBinsDiscretizer
Example: Using FunctionTransformer to select columns
Example: Map data to a normal distribution
Example: Importance of Feature Scaling
Example: Label Propagation digits: Demonstrating performance
Example: Label Propagation digits active learning
Example: Label Propagation learning a complex structure
Example: Decision boundary of label propagation versus SVM on the Iris dataset
Example: SVM with custom kernel
Example: Plot different SVM classifiers in the iris dataset
Example: One-class SVM with non-linear kernel (RBF)
Example: RBF SVM parameters
Example: SVM: Maximum margin separating hyperplane
Example: SVM: Separating hyperplane for unbalanced classes
Example: SVM-Anova: SVM with univariate feature selection
Example: SVM-Kernels
Example: SVM Margins Example
Example: Non-linear SVM
Example: Support Vector Regression (SVR) using linear and non-linear kernels
Example: Scaling the regularization parameter for SVCs
Example: SVM: Weighted samples
Example: Classification of text documents using sparse features
Example: Clustering text documents using k-means
Example: FeatureHasher and DictVectorizer Comparison
Example: Plot the decision surface of a decision tree on the iris dataset
Example: Decision Tree Regression
Example: Multi-output Decision Tree Regression
Example: Understanding the decision tree structure
Dataset transformations
Dataset loading utilities
Advanced installation instructions
Contributing
Developer��s Guide
Maintainer / core-developer information
How to optimize for speed
Developers�� Tips and Tricks
Utilities for Developers
Documentation of scikit-learn 0.20.2
Frequently Asked Questions
Glossary of Common Terms and API Elements
Installing scikit-learn
Model selection and evaluation
Biclustering
Probability calibration
API Reference
Clustering
Pipelines and composite estimators
Computing with scikit-learn
Covariance estimation
Cross decomposition
Cross-validation: evaluating estimator performance
Decomposing signals in components (matrix factorization problems)
Density Estimation
Ensemble methods
Feature extraction
Feature selection
Gaussian Processes
Tuning the hyper-parameters of an estimator
Imputation of missing values
Isotonic regression
Kernel Approximation
Kernel ridge regression
Semi-Supervised
Linear and Quadratic Discriminant Analysis
Validation curves: plotting scores to evaluate models
Generalized Linear Models
Manifold learning
Pairwise metrics, Affinities and Kernels
Gaussian mixture models
Model evaluation: quantifying the quality of predictions
Model persistence
Multiclass and multilabel algorithms
Naive Bayes
Nearest Neighbors
Neural network models (supervised)
Neural network models (unsupervised)
Novelty and Outlier Detection
Preprocessing data
Transforming the prediction target (y)
Random Projection
Stochastic Gradient Descent
Support Vector Machines
Decision Trees
Unsupervised dimensionality reduction
Third party distributions of scikit-learn
scikit-learn
External Resources, Videos and Talks
Related Projects
Roadmap
Supervised learning
Support
Who is using scikit-learn?
Tutorial: An introduction to machine learning with scikit-learn
Tutorial: scikit-learn Tutorials
Tutorial: Choosing the right estimator
Tutorial: Finding help
Tutorial: A tutorial on statistical-learning for scientific data processing
Tutorial: Model selection: choosing estimators and their parameters
Tutorial: Putting it all together
Tutorial: Statistical learning: the setting and the estimator object in scikit-learn
Tutorial: Supervised learning: predicting an output variable from high-dimensional observations
Tutorial: Unsupervised learning: seeking representations of the data
Tutorial: Working With Text Data
Unsupervised learning
User Guide
Release History
Version 0.12.1
Version 0.13.1
Version 0.14
Version 0.15.2
Version 0.16.1
Version 0.17.1
Version 0.18.2
Version 0.19.2
Version 0.20.2