Index

_

__call__() (sklearndf.wrapper.EstimatorWrapperDFMeta method)

A

AdaBoostClassifierDF (class in sklearndf.classification) AdaBoostRegressorDF (class in sklearndf.regression) AdditiveChi2SamplerDF (class in sklearndf.transformation) AdditiveChi2SamplerWrapperDF (class in sklearndf.transformation.wrapper)

AffinityPropagationDF (class in sklearndf.clustering) AgglomerativeClusteringDF (class in sklearndf.clustering) apply() (sklearndf.regression.GradientBoostingRegressorDF method) ARDRegressionDF (class in sklearndf.regression) ARFSWrapperDF (class in sklearndf.transformation.extra.wrapper)

B

BaggingClassifierDF (class in sklearndf.classification) BaggingRegressorDF (class in sklearndf.regression) BaseMultiOutputWrapperDF (class in sklearndf.transformation.wrapper) BaseMultipleInputsPerOutputTransformerWrapperDF (class in sklearndf.transformation.wrapper) BayesianRidgeDF (class in sklearndf.regression) BernoulliNBDF (class in sklearndf.classification) BernoulliRBMDF (class in sklearndf.transformation) BinarizerDF (class in sklearndf.transformation) BirchDF (class in sklearndf.clustering)

BisectingKMeansDF (class in sklearndf.clustering) BoostAGrootaDF (class in sklearndf.transformation.extra) BorutaDF (class in sklearndf.transformation.extra) BorutaPyWrapperDF (class in sklearndf.transformation.extra.wrapper) build_analyzer() (sklearndf.transformation.CountVectorizerTx method) (sklearndf.transformation.TfidfVectorizerTx method) build_preprocessor() (sklearndf.transformation.CountVectorizerTx method) (sklearndf.transformation.TfidfVectorizerTx method) build_tokenizer() (sklearndf.transformation.CountVectorizerTx method) (sklearndf.transformation.TfidfVectorizerTx method)

C

CalibratedClassifierCVDF (class in sklearndf.classification) CategoricalNBDF (class in sklearndf.classification) CCADF (class in sklearndf.regression) class_weight_ (sklearndf.regression.NuSVRDF property) (sklearndf.regression.SVRDF property) classes_ (sklearndf.classification.AdaBoostClassifierDF property) (sklearndf.classification.BaggingClassifierDF property) (sklearndf.classification.BernoulliNBDF property) (sklearndf.classification.CalibratedClassifierCVDF property) (sklearndf.classification.CategoricalNBDF property) (sklearndf.classification.ClassifierChainDF property) (sklearndf.classification.ComplementNBDF property) (sklearndf.classification.DecisionTreeClassifierDF property) (sklearndf.classification.DummyClassifierDF property) (sklearndf.classification.extra.LGBMClassifierDF property) (sklearndf.classification.extra.XGBClassifierDF property) (sklearndf.classification.ExtraTreeClassifierDF property) (sklearndf.classification.ExtraTreesClassifierDF property) (sklearndf.classification.GaussianNBDF property) (sklearndf.classification.GaussianProcessClassifierDF property) (sklearndf.classification.GradientBoostingClassifierDF property) (sklearndf.classification.HistGradientBoostingClassifierDF property) (sklearndf.classification.KNeighborsClassifierDF property) (sklearndf.classification.LabelPropagationDF property) (sklearndf.classification.LabelSpreadingDF property) (sklearndf.classification.LinearDiscriminantAnalysisDF property) (sklearndf.classification.LinearSVCDF property) (sklearndf.classification.LogisticRegressionCVDF property) (sklearndf.classification.LogisticRegressionDF property) (sklearndf.classification.MLPClassifierDF property) (sklearndf.classification.MultinomialNBDF property) (sklearndf.classification.MultiOutputClassifierDF property) (sklearndf.classification.NearestCentroidDF property) (sklearndf.classification.NuSVCDF property) (sklearndf.classification.OneVsOneClassifierDF property) (sklearndf.classification.OneVsRestClassifierDF property) (sklearndf.classification.OutputCodeClassifierDF property) (sklearndf.classification.PassiveAggressiveClassifierDF property) (sklearndf.classification.PerceptronDF property) (sklearndf.classification.QuadraticDiscriminantAnalysisDF property) (sklearndf.classification.RadiusNeighborsClassifierDF property) (sklearndf.classification.RandomForestClassifierDF property) (sklearndf.classification.RidgeClassifierCVDF property) (sklearndf.classification.RidgeClassifierDF property) (sklearndf.classification.SGDClassifierDF property) (sklearndf.classification.StackingClassifierDF property) (sklearndf.classification.SVCDF property) (sklearndf.classification.VotingClassifierDF property) (sklearndf.classification.wrapper.ClassifierChainWrapperDF property) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF property) (sklearndf.classification.wrapper.MetaClassifierWrapperDF property) (sklearndf.classification.wrapper.MultiOutputClassifierWrapperDF property) (sklearndf.classification.wrapper.PartialFitClassifierWrapperDF property) (sklearndf.ClassifierDF property) (sklearndf.pipeline.ClassifierPipelineDF property) (sklearndf.pipeline.PipelineDF property) (sklearndf.pipeline.wrapper.PipelineWrapperDF property) (sklearndf.transformation.RFEDF property) (sklearndf.wrapper.ClassifierWrapperDF property) (sklearndf.wrapper.numpy.ClassifierNPDF property) (sklearndf.wrapper.stacking.StackingClassifierWrapperDF property) ClassifierChainDF (class in sklearndf.classification) ClassifierChainWrapperDF (class in sklearndf.classification.wrapper) ClassifierDF (class in sklearndf) ClassifierNPDF (class in sklearndf.wrapper.numpy) ClassifierPipelineDF (class in sklearndf.pipeline) ClassifierWrapperDF (class in sklearndf.wrapper) clone() (sklearndf.classification.AdaBoostClassifierDF method) (sklearndf.classification.BaggingClassifierDF method) (sklearndf.classification.BernoulliNBDF method) (sklearndf.classification.CalibratedClassifierCVDF method) (sklearndf.classification.CategoricalNBDF method) (sklearndf.classification.ClassifierChainDF method) (sklearndf.classification.ComplementNBDF method) (sklearndf.classification.DecisionTreeClassifierDF method) (sklearndf.classification.DummyClassifierDF method) (sklearndf.classification.extra.LGBMClassifierDF method) (sklearndf.classification.extra.XGBClassifierDF method) (sklearndf.classification.ExtraTreeClassifierDF method) (sklearndf.classification.ExtraTreesClassifierDF method) (sklearndf.classification.GaussianNBDF method) (sklearndf.classification.GaussianProcessClassifierDF method) (sklearndf.classification.GradientBoostingClassifierDF method) (sklearndf.classification.HistGradientBoostingClassifierDF method) (sklearndf.classification.KNeighborsClassifierDF method) (sklearndf.classification.LabelPropagationDF method) (sklearndf.classification.LabelSpreadingDF method) (sklearndf.classification.LinearDiscriminantAnalysisDF method) (sklearndf.classification.LinearSVCDF method) (sklearndf.classification.LogisticRegressionCVDF method) (sklearndf.classification.LogisticRegressionDF method) (sklearndf.classification.MLPClassifierDF method) (sklearndf.classification.MultinomialNBDF method) (sklearndf.classification.MultiOutputClassifierDF method) (sklearndf.classification.NearestCentroidDF method) (sklearndf.classification.NuSVCDF method) (sklearndf.classification.OneVsOneClassifierDF method) (sklearndf.classification.OneVsRestClassifierDF method) (sklearndf.classification.OutputCodeClassifierDF method) (sklearndf.classification.PassiveAggressiveClassifierDF method) (sklearndf.classification.PerceptronDF method) (sklearndf.classification.QuadraticDiscriminantAnalysisDF method) (sklearndf.classification.RadiusNeighborsClassifierDF method) (sklearndf.classification.RandomForestClassifierDF method) (sklearndf.classification.RidgeClassifierCVDF method) (sklearndf.classification.RidgeClassifierDF method) (sklearndf.classification.SGDClassifierDF method) (sklearndf.classification.StackingClassifierDF method) (sklearndf.classification.SVCDF method) (sklearndf.classification.VotingClassifierDF method) (sklearndf.classification.wrapper.ClassifierChainWrapperDF method) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF method) (sklearndf.classification.wrapper.MetaClassifierWrapperDF method) (sklearndf.classification.wrapper.MultiOutputClassifierWrapperDF method) (sklearndf.classification.wrapper.PartialFitClassifierWrapperDF method) (sklearndf.ClassifierDF method) (sklearndf.ClusterDF method) (sklearndf.clustering.AffinityPropagationDF method) (sklearndf.clustering.AgglomerativeClusteringDF method) (sklearndf.clustering.BirchDF method) (sklearndf.clustering.BisectingKMeansDF method) (sklearndf.clustering.DBSCANDF method) (sklearndf.clustering.FeatureAgglomerationDF method) (sklearndf.clustering.KMeansDF method) (sklearndf.clustering.MeanShiftDF method) (sklearndf.clustering.MiniBatchKMeansDF method) (sklearndf.clustering.OPTICSDF method) (sklearndf.clustering.SpectralClusteringDF method) (sklearndf.clustering.wrapper.FeatureAgglomerationWrapperDF method) (sklearndf.clustering.wrapper.KMeansBaseWrapperDF method) (sklearndf.EstimatorDF method) (sklearndf.LearnerDF method) (sklearndf.pipeline.ClassifierPipelineDF method) (sklearndf.pipeline.ClusterPipelineDF method) (sklearndf.pipeline.FeatureUnionDF method) (sklearndf.pipeline.LearnerPipelineDF method) (sklearndf.pipeline.PipelineDF method) (sklearndf.pipeline.RegressorPipelineDF method) (sklearndf.pipeline.SupervisedLearnerPipelineDF method) (sklearndf.pipeline.wrapper.FeatureUnionWrapperDF method) (sklearndf.pipeline.wrapper.PipelineWrapperDF method) (sklearndf.regression.AdaBoostRegressorDF method) (sklearndf.regression.ARDRegressionDF method) (sklearndf.regression.BaggingRegressorDF method) (sklearndf.regression.BayesianRidgeDF method) (sklearndf.regression.CCADF method) (sklearndf.regression.DecisionTreeRegressorDF method) (sklearndf.regression.DummyRegressorDF method) (sklearndf.regression.ElasticNetCVDF method) (sklearndf.regression.ElasticNetDF method) (sklearndf.regression.extra.LGBMRegressorDF method) (sklearndf.regression.extra.XGBRegressorDF method) (sklearndf.regression.ExtraTreeRegressorDF method) (sklearndf.regression.ExtraTreesRegressorDF method) (sklearndf.regression.GammaRegressorDF method) (sklearndf.regression.GaussianProcessRegressorDF method) (sklearndf.regression.GradientBoostingRegressorDF method) (sklearndf.regression.HistGradientBoostingRegressorDF method) (sklearndf.regression.HuberRegressorDF method) (sklearndf.regression.IsotonicRegressionDF method) (sklearndf.regression.KernelRidgeDF method) (sklearndf.regression.KNeighborsRegressorDF method) (sklearndf.regression.LarsCVDF method) (sklearndf.regression.LarsDF method) (sklearndf.regression.LassoCVDF method) (sklearndf.regression.LassoDF method) (sklearndf.regression.LassoLarsCVDF method) (sklearndf.regression.LassoLarsDF method) (sklearndf.regression.LassoLarsICDF method) (sklearndf.regression.LinearRegressionDF method) (sklearndf.regression.LinearSVRDF method) (sklearndf.regression.MLPRegressorDF method) (sklearndf.regression.MultiOutputRegressorDF method) (sklearndf.regression.MultiTaskElasticNetCVDF method) (sklearndf.regression.MultiTaskElasticNetDF method) (sklearndf.regression.MultiTaskLassoCVDF method) (sklearndf.regression.MultiTaskLassoDF method) (sklearndf.regression.NuSVRDF method) (sklearndf.regression.OrthogonalMatchingPursuitCVDF method) (sklearndf.regression.OrthogonalMatchingPursuitDF method) (sklearndf.regression.PassiveAggressiveRegressorDF method) (sklearndf.regression.PLSCanonicalDF method) (sklearndf.regression.PLSRegressionDF method) (sklearndf.regression.PoissonRegressorDF method) (sklearndf.regression.QuantileRegressorDF method) (sklearndf.regression.RadiusNeighborsRegressorDF method) (sklearndf.regression.RandomForestRegressorDF method) (sklearndf.regression.RANSACRegressorDF method) (sklearndf.regression.RegressorChainDF method) (sklearndf.regression.RidgeCVDF method) (sklearndf.regression.RidgeDF method) (sklearndf.regression.SGDRegressorDF method) (sklearndf.regression.StackingRegressorDF method) (sklearndf.regression.SVRDF method) (sklearndf.regression.TheilSenRegressorDF method) (sklearndf.regression.TransformedTargetRegressorDF method) (sklearndf.regression.TweedieRegressorDF method) (sklearndf.regression.VotingRegressorDF method) (sklearndf.regression.wrapper.IsotonicRegressionWrapperDF method) (sklearndf.regression.wrapper.MetaRegressorWrapperDF method) (sklearndf.regression.wrapper.MultiOutputRegressorWrapperDF method) (sklearndf.regression.wrapper.PartialFitRegressorWrapperDF method) (sklearndf.regression.wrapper.RegressorTransformerWrapperDF method) (sklearndf.RegressorDF method) (sklearndf.SupervisedLearnerDF method) (sklearndf.transformation.AdditiveChi2SamplerDF method) (sklearndf.transformation.BernoulliRBMDF method) (sklearndf.transformation.BinarizerDF method) (sklearndf.transformation.ColumnTransformerDF method) (sklearndf.transformation.CountVectorizerDF method) (sklearndf.transformation.DictionaryLearningDF method) (sklearndf.transformation.DictVectorizerDF method) (sklearndf.transformation.extra.BoostAGrootaDF method) (sklearndf.transformation.extra.BorutaDF method) (sklearndf.transformation.extra.GrootCVDF method) (sklearndf.transformation.extra.LeshyDF method) (sklearndf.transformation.extra.wrapper.ARFSWrapperDF method) (sklearndf.transformation.extra.wrapper.BorutaPyWrapperDF method) (sklearndf.transformation.FactorAnalysisDF method) (sklearndf.transformation.FastICADF method) (sklearndf.transformation.FeatureHasherDF method) (sklearndf.transformation.FunctionTransformerDF method) (sklearndf.transformation.GaussianRandomProjectionDF method) (sklearndf.transformation.GenericUnivariateSelectDF method) (sklearndf.transformation.HashingVectorizerDF method) (sklearndf.transformation.IncrementalPCADF method) (sklearndf.transformation.IsomapDF method) (sklearndf.transformation.IterativeImputerDF method) (sklearndf.transformation.KBinsDiscretizerDF method) (sklearndf.transformation.KernelCentererDF method) (sklearndf.transformation.KernelPCADF method) (sklearndf.transformation.KNNImputerDF method) (sklearndf.transformation.LabelBinarizerDF method) (sklearndf.transformation.LabelEncoderDF method) (sklearndf.transformation.LatentDirichletAllocationDF method) (sklearndf.transformation.LocallyLinearEmbeddingDF method) (sklearndf.transformation.MaxAbsScalerDF method) (sklearndf.transformation.MiniBatchDictionaryLearningDF method) (sklearndf.transformation.MiniBatchNMFDF method) (sklearndf.transformation.MiniBatchSparsePCADF method) (sklearndf.transformation.MinMaxScalerDF method) (sklearndf.transformation.MissingIndicatorDF method) (sklearndf.transformation.MultiLabelBinarizerDF method) (sklearndf.transformation.NeighborhoodComponentsAnalysisDF method) (sklearndf.transformation.NMFDF method) (sklearndf.transformation.NormalizerDF method) (sklearndf.transformation.NystroemDF method) (sklearndf.transformation.OneHotEncoderDF method) (sklearndf.transformation.OrdinalEncoderDF method) (sklearndf.transformation.PCADF method) (sklearndf.transformation.PLSSVDDF method) (sklearndf.transformation.PolynomialCountSketchDF method) (sklearndf.transformation.PolynomialFeaturesDF method) (sklearndf.transformation.PowerTransformerDF method) (sklearndf.transformation.QuantileTransformerDF method) (sklearndf.transformation.RandomTreesEmbeddingDF method) (sklearndf.transformation.RBFSamplerDF method) (sklearndf.transformation.RFECVDF method) (sklearndf.transformation.RFEDF method) (sklearndf.transformation.RobustScalerDF method) (sklearndf.transformation.SelectFdrDF method) (sklearndf.transformation.SelectFprDF method) (sklearndf.transformation.SelectFromModelDF method) (sklearndf.transformation.SelectFweDF method) (sklearndf.transformation.SelectKBestDF method) (sklearndf.transformation.SelectPercentileDF method) (sklearndf.transformation.SequentialFeatureSelectorDF method) (sklearndf.transformation.SimpleImputerDF method) (sklearndf.transformation.SkewedChi2SamplerDF method) (sklearndf.transformation.SparseCoderDF method) (sklearndf.transformation.SparsePCADF method) (sklearndf.transformation.SparseRandomProjectionDF method) (sklearndf.transformation.SplineTransformerDF method) (sklearndf.transformation.StandardScalerDF method) (sklearndf.transformation.TfidfTransformerDF method) (sklearndf.transformation.TfidfVectorizerDF method) (sklearndf.transformation.TruncatedSVDDF method) (sklearndf.transformation.VarianceThresholdDF method) (sklearndf.transformation.wrapper.AdditiveChi2SamplerWrapperDF method) (sklearndf.transformation.wrapper.BaseMultiOutputWrapperDF method) (sklearndf.transformation.wrapper.BaseMultipleInputsPerOutputTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnPreservingTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnSubsetTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnTransformerWrapperDF method) (sklearndf.transformation.wrapper.ComponentsDimensionalityReductionWrapperDF method) (sklearndf.transformation.wrapper.EmbeddingWrapperDF method) (sklearndf.transformation.wrapper.FeatureSelectionWrapperDF method) (sklearndf.transformation.wrapper.ImputerWrapperDF method) (sklearndf.transformation.wrapper.IsomapWrapperDF method) (sklearndf.transformation.wrapper.KBinsDiscretizerWrapperDF method) (sklearndf.transformation.wrapper.MissingIndicatorWrapperDF method) (sklearndf.transformation.wrapper.NComponentsDimensionalityReductionWrapperDF method) (sklearndf.transformation.wrapper.NumpyTransformerWrapperDF method) (sklearndf.transformation.wrapper.OneHotEncoderWrapperDF method) (sklearndf.transformation.wrapper.PCAWrapperDF method) (sklearndf.transformation.wrapper.PolynomialTransformerWrapperDF method) (sklearndf.transformation.wrapper.SingleColumnTransformerWrapperDF method) (sklearndf.transformation.wrapper.VectorizerWrapperDF method) (sklearndf.TransformerDF method) (sklearndf.wrapper.ClassifierWrapperDF method) (sklearndf.wrapper.ClusterWrapperDF method) (sklearndf.wrapper.EstimatorWrapperDF method) (sklearndf.wrapper.LearnerWrapperDF method) (sklearndf.wrapper.MetaEstimatorWrapperDF method) (sklearndf.wrapper.numpy.ClassifierNPDF method) (sklearndf.wrapper.numpy.EstimatorNPDF method) (sklearndf.wrapper.numpy.LearnerNPDF method) (sklearndf.wrapper.numpy.RegressorNPDF method) (sklearndf.wrapper.numpy.SupervisedLearnerNPDF method) (sklearndf.wrapper.numpy.TransformerNPDF method) (sklearndf.wrapper.RegressorWrapperDF method) (sklearndf.wrapper.stacking.StackingClassifierWrapperDF method) (sklearndf.wrapper.stacking.StackingEstimatorWrapperDF method) (sklearndf.wrapper.stacking.StackingRegressorWrapperDF method) (sklearndf.wrapper.SupervisedLearnerWrapperDF method) (sklearndf.wrapper.TransformerWrapperDF method)

cluster_centers_ (sklearndf.clustering.BisectingKMeansDF property) (sklearndf.clustering.KMeansDF property) (sklearndf.clustering.MiniBatchKMeansDF property) (sklearndf.clustering.wrapper.KMeansBaseWrapperDF property) ClusterDF (class in sklearndf) ClusterPipelineDF (class in sklearndf.pipeline) ClusterWrapperDF (class in sklearndf.wrapper) COL_FEATURE (sklearndf.EstimatorDF attribute) COL_FEATURE_ORIGINAL (sklearndf.TransformerDF attribute) COL_PREDICTION (sklearndf.wrapper.LearnerWrapperDF attribute) column_names (sklearndf.wrapper.numpy.EstimatorNPDF attribute) ColumnPreservingTransformerWrapperDF (class in sklearndf.transformation.wrapper) ColumnSubsetTransformerWrapperDF (class in sklearndf.transformation.wrapper) ColumnTransformerDF (class in sklearndf.transformation) ColumnTransformerSparseFrames (class in sklearndf.transformation.wrapper) ColumnTransformerWrapperDF (class in sklearndf.transformation.wrapper) ComplementNBDF (class in sklearndf.classification) ComponentsDimensionalityReductionWrapperDF (class in sklearndf.transformation.wrapper) CountVectorizerDF (class in sklearndf.transformation) CountVectorizerTx (class in sklearndf.transformation)

D

DBSCANDF (class in sklearndf.clustering) decision_function() (sklearndf.classification.AdaBoostClassifierDF method) (sklearndf.classification.BaggingClassifierDF method) (sklearndf.classification.BernoulliNBDF method) (sklearndf.classification.CalibratedClassifierCVDF method) (sklearndf.classification.CategoricalNBDF method) (sklearndf.classification.ClassifierChainDF method) (sklearndf.classification.ComplementNBDF method) (sklearndf.classification.DecisionTreeClassifierDF method) (sklearndf.classification.DummyClassifierDF method) (sklearndf.classification.extra.LGBMClassifierDF method) (sklearndf.classification.extra.XGBClassifierDF method) (sklearndf.classification.ExtraTreeClassifierDF method) (sklearndf.classification.ExtraTreesClassifierDF method) (sklearndf.classification.GaussianNBDF method) (sklearndf.classification.GaussianProcessClassifierDF method) (sklearndf.classification.GradientBoostingClassifierDF method) (sklearndf.classification.HistGradientBoostingClassifierDF method) (sklearndf.classification.KNeighborsClassifierDF method) (sklearndf.classification.LabelPropagationDF method) (sklearndf.classification.LabelSpreadingDF method) (sklearndf.classification.LinearDiscriminantAnalysisDF method) (sklearndf.classification.LinearSVCDF method) (sklearndf.classification.LogisticRegressionCVDF method) (sklearndf.classification.LogisticRegressionDF method) (sklearndf.classification.MLPClassifierDF method) (sklearndf.classification.MultinomialNBDF method) (sklearndf.classification.MultiOutputClassifierDF method) (sklearndf.classification.NearestCentroidDF method) (sklearndf.classification.NuSVCDF method) (sklearndf.classification.OneVsOneClassifierDF method) (sklearndf.classification.OneVsRestClassifierDF method) (sklearndf.classification.OutputCodeClassifierDF method) (sklearndf.classification.PassiveAggressiveClassifierDF method) (sklearndf.classification.PerceptronDF method) (sklearndf.classification.QuadraticDiscriminantAnalysisDF method) (sklearndf.classification.RadiusNeighborsClassifierDF method) (sklearndf.classification.RandomForestClassifierDF method) (sklearndf.classification.RidgeClassifierCVDF method) (sklearndf.classification.RidgeClassifierDF method) (sklearndf.classification.SGDClassifierDF method) (sklearndf.classification.StackingClassifierDF method) (sklearndf.classification.SVCDF method) (sklearndf.classification.VotingClassifierDF method) (sklearndf.classification.wrapper.ClassifierChainWrapperDF method) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF method) (sklearndf.classification.wrapper.MetaClassifierWrapperDF method) (sklearndf.classification.wrapper.MultiOutputClassifierWrapperDF method) (sklearndf.classification.wrapper.PartialFitClassifierWrapperDF method) (sklearndf.ClassifierDF method) (sklearndf.pipeline.ClassifierPipelineDF method) (sklearndf.pipeline.PipelineDF method) (sklearndf.pipeline.wrapper.PipelineWrapperDF method) (sklearndf.wrapper.ClassifierWrapperDF method) (sklearndf.wrapper.numpy.ClassifierNPDF method) (sklearndf.wrapper.stacking.StackingClassifierWrapperDF method)

DecisionTreeClassifierDF (class in sklearndf.classification) DecisionTreeRegressorDF (class in sklearndf.regression) decode() (sklearndf.transformation.CountVectorizerTx method) (sklearndf.transformation.TfidfVectorizerTx method) delegate (sklearndf.wrapper.numpy.EstimatorNPDF attribute) DictionaryLearningDF (class in sklearndf.transformation) DictVectorizerDF (class in sklearndf.transformation) DROP (sklearndf.transformation.wrapper.ColumnTransformerWrapperDF attribute) DummyClassifierDF (class in sklearndf.classification) DummyRegressorDF (class in sklearndf.regression)

E

ElasticNetCVDF (class in sklearndf.regression) ElasticNetDF (class in sklearndf.regression) EmbeddingWrapperDF (class in sklearndf.transformation.wrapper) estimator (sklearndf.transformation.extra.BoostAGrootaDF property) EstimatorDF (class in sklearndf) EstimatorNPDF (class in sklearndf.wrapper.numpy)

EstimatorWrapperDF (class in sklearndf.wrapper) EstimatorWrapperDFMeta (class in sklearndf.wrapper) ExtraTreeClassifierDF (class in sklearndf.classification) ExtraTreeRegressorDF (class in sklearndf.regression) ExtraTreesClassifierDF (class in sklearndf.classification) ExtraTreesRegressorDF (class in sklearndf.regression)

F

FactorAnalysisDF (class in sklearndf.transformation) FastICADF (class in sklearndf.transformation) feature_names_in_ (sklearndf.classification.AdaBoostClassifierDF property) (sklearndf.classification.BaggingClassifierDF property) (sklearndf.classification.BernoulliNBDF property) (sklearndf.classification.CalibratedClassifierCVDF property) (sklearndf.classification.CategoricalNBDF property) (sklearndf.classification.ClassifierChainDF property) (sklearndf.classification.ComplementNBDF property) (sklearndf.classification.DecisionTreeClassifierDF property) (sklearndf.classification.DummyClassifierDF property) (sklearndf.classification.extra.LGBMClassifierDF property) (sklearndf.classification.extra.XGBClassifierDF property) (sklearndf.classification.ExtraTreeClassifierDF property) (sklearndf.classification.ExtraTreesClassifierDF property) (sklearndf.classification.GaussianNBDF property) (sklearndf.classification.GaussianProcessClassifierDF property) (sklearndf.classification.GradientBoostingClassifierDF property) (sklearndf.classification.HistGradientBoostingClassifierDF property) (sklearndf.classification.KNeighborsClassifierDF property) (sklearndf.classification.LabelPropagationDF property) (sklearndf.classification.LabelSpreadingDF property) (sklearndf.classification.LinearDiscriminantAnalysisDF property) (sklearndf.classification.LinearSVCDF property) (sklearndf.classification.LogisticRegressionCVDF property) (sklearndf.classification.LogisticRegressionDF property) (sklearndf.classification.MLPClassifierDF property) (sklearndf.classification.MultinomialNBDF property) (sklearndf.classification.MultiOutputClassifierDF property) (sklearndf.classification.NearestCentroidDF property) (sklearndf.classification.NuSVCDF property) (sklearndf.classification.OneVsOneClassifierDF property) (sklearndf.classification.OneVsRestClassifierDF property) (sklearndf.classification.OutputCodeClassifierDF property) (sklearndf.classification.PassiveAggressiveClassifierDF property) (sklearndf.classification.PerceptronDF property) (sklearndf.classification.QuadraticDiscriminantAnalysisDF property) (sklearndf.classification.RadiusNeighborsClassifierDF property) (sklearndf.classification.RandomForestClassifierDF property) (sklearndf.classification.RidgeClassifierCVDF property) (sklearndf.classification.RidgeClassifierDF property) (sklearndf.classification.SGDClassifierDF property) (sklearndf.classification.StackingClassifierDF property) (sklearndf.classification.SVCDF property) (sklearndf.classification.VotingClassifierDF property) (sklearndf.classification.wrapper.ClassifierChainWrapperDF property) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF property) (sklearndf.classification.wrapper.MetaClassifierWrapperDF property) (sklearndf.classification.wrapper.MultiOutputClassifierWrapperDF property) (sklearndf.classification.wrapper.PartialFitClassifierWrapperDF property) (sklearndf.ClassifierDF property) (sklearndf.ClusterDF property) (sklearndf.clustering.AffinityPropagationDF property) (sklearndf.clustering.AgglomerativeClusteringDF property) (sklearndf.clustering.BirchDF property) (sklearndf.clustering.BisectingKMeansDF property) (sklearndf.clustering.DBSCANDF property) (sklearndf.clustering.FeatureAgglomerationDF property) (sklearndf.clustering.KMeansDF property) (sklearndf.clustering.MeanShiftDF property) (sklearndf.clustering.MiniBatchKMeansDF property) (sklearndf.clustering.OPTICSDF property) (sklearndf.clustering.SpectralClusteringDF property) (sklearndf.clustering.wrapper.FeatureAgglomerationWrapperDF property) (sklearndf.clustering.wrapper.KMeansBaseWrapperDF property) (sklearndf.EstimatorDF property) (sklearndf.LearnerDF property) (sklearndf.pipeline.ClassifierPipelineDF property) (sklearndf.pipeline.ClusterPipelineDF property) (sklearndf.pipeline.FeatureUnionDF property) (sklearndf.pipeline.LearnerPipelineDF property) (sklearndf.pipeline.PipelineDF property) (sklearndf.pipeline.RegressorPipelineDF property) (sklearndf.pipeline.SupervisedLearnerPipelineDF property) (sklearndf.pipeline.wrapper.FeatureUnionWrapperDF property) (sklearndf.pipeline.wrapper.PipelineWrapperDF property) (sklearndf.regression.AdaBoostRegressorDF property) (sklearndf.regression.ARDRegressionDF property) (sklearndf.regression.BaggingRegressorDF property) (sklearndf.regression.BayesianRidgeDF property) (sklearndf.regression.CCADF property) (sklearndf.regression.DecisionTreeRegressorDF property) (sklearndf.regression.DummyRegressorDF property) (sklearndf.regression.ElasticNetCVDF property) (sklearndf.regression.ElasticNetDF property) (sklearndf.regression.extra.LGBMRegressorDF property) (sklearndf.regression.extra.XGBRegressorDF property) (sklearndf.regression.ExtraTreeRegressorDF property) (sklearndf.regression.ExtraTreesRegressorDF property) (sklearndf.regression.GammaRegressorDF property) (sklearndf.regression.GaussianProcessRegressorDF property) (sklearndf.regression.GradientBoostingRegressorDF property) (sklearndf.regression.HistGradientBoostingRegressorDF property) (sklearndf.regression.HuberRegressorDF property) (sklearndf.regression.IsotonicRegressionDF property) (sklearndf.regression.KernelRidgeDF property) (sklearndf.regression.KNeighborsRegressorDF property) (sklearndf.regression.LarsCVDF property) (sklearndf.regression.LarsDF property) (sklearndf.regression.LassoCVDF property) (sklearndf.regression.LassoDF property) (sklearndf.regression.LassoLarsCVDF property) (sklearndf.regression.LassoLarsDF property) (sklearndf.regression.LassoLarsICDF property) (sklearndf.regression.LinearRegressionDF property) (sklearndf.regression.LinearSVRDF property) (sklearndf.regression.MLPRegressorDF property) (sklearndf.regression.MultiOutputRegressorDF property) (sklearndf.regression.MultiTaskElasticNetCVDF property) (sklearndf.regression.MultiTaskElasticNetDF property) (sklearndf.regression.MultiTaskLassoCVDF property) (sklearndf.regression.MultiTaskLassoDF property) (sklearndf.regression.NuSVRDF property) (sklearndf.regression.OrthogonalMatchingPursuitCVDF property) (sklearndf.regression.OrthogonalMatchingPursuitDF property) (sklearndf.regression.PassiveAggressiveRegressorDF property) (sklearndf.regression.PLSCanonicalDF property) (sklearndf.regression.PLSRegressionDF property) (sklearndf.regression.PoissonRegressorDF property) (sklearndf.regression.QuantileRegressorDF property) (sklearndf.regression.RadiusNeighborsRegressorDF property) (sklearndf.regression.RandomForestRegressorDF property) (sklearndf.regression.RANSACRegressorDF property) (sklearndf.regression.RegressorChainDF property) (sklearndf.regression.RidgeCVDF property) (sklearndf.regression.RidgeDF property) (sklearndf.regression.SGDRegressorDF property) (sklearndf.regression.StackingRegressorDF property) (sklearndf.regression.SVRDF property) (sklearndf.regression.TheilSenRegressorDF property) (sklearndf.regression.TransformedTargetRegressorDF property) (sklearndf.regression.TweedieRegressorDF property) (sklearndf.regression.VotingRegressorDF property) (sklearndf.regression.wrapper.IsotonicRegressionWrapperDF property) (sklearndf.regression.wrapper.MetaRegressorWrapperDF property) (sklearndf.regression.wrapper.MultiOutputRegressorWrapperDF property) (sklearndf.regression.wrapper.PartialFitRegressorWrapperDF property) (sklearndf.regression.wrapper.RegressorTransformerWrapperDF property) (sklearndf.RegressorDF property) (sklearndf.SupervisedLearnerDF property) (sklearndf.transformation.AdditiveChi2SamplerDF property) (sklearndf.transformation.BernoulliRBMDF property) (sklearndf.transformation.BinarizerDF property) (sklearndf.transformation.ColumnTransformerDF property) (sklearndf.transformation.CountVectorizerDF property) (sklearndf.transformation.DictionaryLearningDF property) (sklearndf.transformation.DictVectorizerDF property) (sklearndf.transformation.extra.BoostAGrootaDF property) (sklearndf.transformation.extra.BorutaDF property) (sklearndf.transformation.extra.GrootCVDF property) (sklearndf.transformation.extra.LeshyDF property) (sklearndf.transformation.extra.wrapper.ARFSWrapperDF property) (sklearndf.transformation.extra.wrapper.BorutaPyWrapperDF property) (sklearndf.transformation.FactorAnalysisDF property) (sklearndf.transformation.FastICADF property) (sklearndf.transformation.FeatureHasherDF property) (sklearndf.transformation.FunctionTransformerDF property) (sklearndf.transformation.GaussianRandomProjectionDF property) (sklearndf.transformation.GenericUnivariateSelectDF property) (sklearndf.transformation.HashingVectorizerDF property) (sklearndf.transformation.IncrementalPCADF property) (sklearndf.transformation.IsomapDF property) (sklearndf.transformation.IterativeImputerDF property) (sklearndf.transformation.KBinsDiscretizerDF property) (sklearndf.transformation.KernelCentererDF property) (sklearndf.transformation.KernelPCADF property) (sklearndf.transformation.KNNImputerDF property) (sklearndf.transformation.LabelBinarizerDF property) (sklearndf.transformation.LabelEncoderDF property) (sklearndf.transformation.LatentDirichletAllocationDF property) (sklearndf.transformation.LocallyLinearEmbeddingDF property) (sklearndf.transformation.MaxAbsScalerDF property) (sklearndf.transformation.MiniBatchDictionaryLearningDF property) (sklearndf.transformation.MiniBatchNMFDF property) (sklearndf.transformation.MiniBatchSparsePCADF property) (sklearndf.transformation.MinMaxScalerDF property) (sklearndf.transformation.MissingIndicatorDF property) (sklearndf.transformation.MultiLabelBinarizerDF property) (sklearndf.transformation.NeighborhoodComponentsAnalysisDF property) (sklearndf.transformation.NMFDF property) (sklearndf.transformation.NormalizerDF property) (sklearndf.transformation.NystroemDF property) (sklearndf.transformation.OneHotEncoderDF property) (sklearndf.transformation.OrdinalEncoderDF property) (sklearndf.transformation.PCADF property) (sklearndf.transformation.PLSSVDDF property) (sklearndf.transformation.PolynomialCountSketchDF property) (sklearndf.transformation.PolynomialFeaturesDF property) (sklearndf.transformation.PowerTransformerDF property) (sklearndf.transformation.QuantileTransformerDF property) (sklearndf.transformation.RandomTreesEmbeddingDF property) (sklearndf.transformation.RBFSamplerDF property) (sklearndf.transformation.RFECVDF property) (sklearndf.transformation.RFEDF property) (sklearndf.transformation.RobustScalerDF property) (sklearndf.transformation.SelectFdrDF property) (sklearndf.transformation.SelectFprDF property) (sklearndf.transformation.SelectFromModelDF property) (sklearndf.transformation.SelectFweDF property) (sklearndf.transformation.SelectKBestDF property) (sklearndf.transformation.SelectPercentileDF property) (sklearndf.transformation.SequentialFeatureSelectorDF property) (sklearndf.transformation.SimpleImputerDF property) (sklearndf.transformation.SkewedChi2SamplerDF property) (sklearndf.transformation.SparseCoderDF property) (sklearndf.transformation.SparsePCADF property) (sklearndf.transformation.SparseRandomProjectionDF property) (sklearndf.transformation.SplineTransformerDF property) (sklearndf.transformation.StandardScalerDF property) (sklearndf.transformation.TfidfTransformerDF property) (sklearndf.transformation.TfidfVectorizerDF property) (sklearndf.transformation.TruncatedSVDDF property) (sklearndf.transformation.VarianceThresholdDF property) (sklearndf.transformation.wrapper.AdditiveChi2SamplerWrapperDF property) (sklearndf.transformation.wrapper.BaseMultiOutputWrapperDF property) (sklearndf.transformation.wrapper.BaseMultipleInputsPerOutputTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnPreservingTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnSubsetTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnTransformerWrapperDF property) (sklearndf.transformation.wrapper.ComponentsDimensionalityReductionWrapperDF property) (sklearndf.transformation.wrapper.EmbeddingWrapperDF property) (sklearndf.transformation.wrapper.FeatureSelectionWrapperDF property) (sklearndf.transformation.wrapper.ImputerWrapperDF property) (sklearndf.transformation.wrapper.IsomapWrapperDF property) (sklearndf.transformation.wrapper.KBinsDiscretizerWrapperDF property) (sklearndf.transformation.wrapper.MissingIndicatorWrapperDF property) (sklearndf.transformation.wrapper.NComponentsDimensionalityReductionWrapperDF property) (sklearndf.transformation.wrapper.NumpyTransformerWrapperDF property) (sklearndf.transformation.wrapper.OneHotEncoderWrapperDF property) (sklearndf.transformation.wrapper.PCAWrapperDF property) (sklearndf.transformation.wrapper.PolynomialTransformerWrapperDF property) (sklearndf.transformation.wrapper.SingleColumnTransformerWrapperDF property) (sklearndf.transformation.wrapper.VectorizerWrapperDF property) (sklearndf.TransformerDF property) (sklearndf.wrapper.ClassifierWrapperDF property) (sklearndf.wrapper.ClusterWrapperDF property) (sklearndf.wrapper.EstimatorWrapperDF property) (sklearndf.wrapper.LearnerWrapperDF property) (sklearndf.wrapper.MetaEstimatorWrapperDF property) (sklearndf.wrapper.numpy.ClassifierNPDF property) (sklearndf.wrapper.numpy.EstimatorNPDF property) (sklearndf.wrapper.numpy.LearnerNPDF property) (sklearndf.wrapper.numpy.RegressorNPDF property) (sklearndf.wrapper.numpy.SupervisedLearnerNPDF property) (sklearndf.wrapper.numpy.TransformerNPDF property) (sklearndf.wrapper.RegressorWrapperDF property) (sklearndf.wrapper.stacking.StackingClassifierWrapperDF property) (sklearndf.wrapper.stacking.StackingEstimatorWrapperDF property) (sklearndf.wrapper.stacking.StackingRegressorWrapperDF property) (sklearndf.wrapper.SupervisedLearnerWrapperDF property) (sklearndf.wrapper.TransformerWrapperDF property) feature_names_original_ (sklearndf.classification.LinearDiscriminantAnalysisDF property) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF property) (sklearndf.clustering.FeatureAgglomerationDF property) (sklearndf.clustering.wrapper.FeatureAgglomerationWrapperDF property) (sklearndf.pipeline.FeatureUnionDF property) (sklearndf.pipeline.PipelineDF property) (sklearndf.pipeline.wrapper.FeatureUnionWrapperDF property) (sklearndf.pipeline.wrapper.PipelineWrapperDF property) (sklearndf.regression.CCADF property) (sklearndf.regression.IsotonicRegressionDF property) (sklearndf.regression.PLSCanonicalDF property) (sklearndf.regression.PLSRegressionDF property) (sklearndf.regression.wrapper.IsotonicRegressionWrapperDF property) (sklearndf.regression.wrapper.RegressorTransformerWrapperDF property) (sklearndf.transformation.AdditiveChi2SamplerDF property) (sklearndf.transformation.BernoulliRBMDF property) (sklearndf.transformation.BinarizerDF property) (sklearndf.transformation.ColumnTransformerDF property) (sklearndf.transformation.CountVectorizerDF property) (sklearndf.transformation.DictionaryLearningDF property) (sklearndf.transformation.DictVectorizerDF property) (sklearndf.transformation.extra.BoostAGrootaDF property) (sklearndf.transformation.extra.BorutaDF property) (sklearndf.transformation.extra.GrootCVDF property) (sklearndf.transformation.extra.LeshyDF property) (sklearndf.transformation.extra.wrapper.ARFSWrapperDF property) (sklearndf.transformation.extra.wrapper.BorutaPyWrapperDF property) (sklearndf.transformation.FactorAnalysisDF property) (sklearndf.transformation.FastICADF property) (sklearndf.transformation.FeatureHasherDF property) (sklearndf.transformation.FunctionTransformerDF property) (sklearndf.transformation.GaussianRandomProjectionDF property) (sklearndf.transformation.GenericUnivariateSelectDF property) (sklearndf.transformation.HashingVectorizerDF property) (sklearndf.transformation.IncrementalPCADF property) (sklearndf.transformation.IsomapDF property) (sklearndf.transformation.IterativeImputerDF property) (sklearndf.transformation.KBinsDiscretizerDF property) (sklearndf.transformation.KernelCentererDF property) (sklearndf.transformation.KernelPCADF property) (sklearndf.transformation.KNNImputerDF property) (sklearndf.transformation.LabelBinarizerDF property) (sklearndf.transformation.LabelEncoderDF property) (sklearndf.transformation.LatentDirichletAllocationDF property) (sklearndf.transformation.LocallyLinearEmbeddingDF property) (sklearndf.transformation.MaxAbsScalerDF property) (sklearndf.transformation.MiniBatchDictionaryLearningDF property) (sklearndf.transformation.MiniBatchNMFDF property) (sklearndf.transformation.MiniBatchSparsePCADF property) (sklearndf.transformation.MinMaxScalerDF property) (sklearndf.transformation.MissingIndicatorDF property) (sklearndf.transformation.MultiLabelBinarizerDF property) (sklearndf.transformation.NeighborhoodComponentsAnalysisDF property) (sklearndf.transformation.NMFDF property) (sklearndf.transformation.NormalizerDF property) (sklearndf.transformation.NystroemDF property) (sklearndf.transformation.OneHotEncoderDF property) (sklearndf.transformation.OrdinalEncoderDF property) (sklearndf.transformation.PCADF property) (sklearndf.transformation.PLSSVDDF property) (sklearndf.transformation.PolynomialCountSketchDF property) (sklearndf.transformation.PolynomialFeaturesDF property) (sklearndf.transformation.PowerTransformerDF property) (sklearndf.transformation.QuantileTransformerDF property) (sklearndf.transformation.RandomTreesEmbeddingDF property) (sklearndf.transformation.RBFSamplerDF property) (sklearndf.transformation.RFECVDF property) (sklearndf.transformation.RFEDF property) (sklearndf.transformation.RobustScalerDF property) (sklearndf.transformation.SelectFdrDF property) (sklearndf.transformation.SelectFprDF property) (sklearndf.transformation.SelectFromModelDF property) (sklearndf.transformation.SelectFweDF property) (sklearndf.transformation.SelectKBestDF property) (sklearndf.transformation.SelectPercentileDF property) (sklearndf.transformation.SequentialFeatureSelectorDF property) (sklearndf.transformation.SimpleImputerDF property) (sklearndf.transformation.SkewedChi2SamplerDF property) (sklearndf.transformation.SparseCoderDF property) (sklearndf.transformation.SparsePCADF property) (sklearndf.transformation.SparseRandomProjectionDF property) (sklearndf.transformation.SplineTransformerDF property) (sklearndf.transformation.StandardScalerDF property) (sklearndf.transformation.TfidfTransformerDF property) (sklearndf.transformation.TfidfVectorizerDF property) (sklearndf.transformation.TruncatedSVDDF property) (sklearndf.transformation.VarianceThresholdDF property) (sklearndf.transformation.wrapper.AdditiveChi2SamplerWrapperDF property) (sklearndf.transformation.wrapper.BaseMultiOutputWrapperDF property) (sklearndf.transformation.wrapper.BaseMultipleInputsPerOutputTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnPreservingTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnSubsetTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnTransformerWrapperDF property) (sklearndf.transformation.wrapper.ComponentsDimensionalityReductionWrapperDF property) (sklearndf.transformation.wrapper.EmbeddingWrapperDF property) (sklearndf.transformation.wrapper.FeatureSelectionWrapperDF property) (sklearndf.transformation.wrapper.ImputerWrapperDF property) (sklearndf.transformation.wrapper.IsomapWrapperDF property) (sklearndf.transformation.wrapper.KBinsDiscretizerWrapperDF property) (sklearndf.transformation.wrapper.MissingIndicatorWrapperDF property) (sklearndf.transformation.wrapper.NComponentsDimensionalityReductionWrapperDF property) (sklearndf.transformation.wrapper.NumpyTransformerWrapperDF property) (sklearndf.transformation.wrapper.OneHotEncoderWrapperDF property) (sklearndf.transformation.wrapper.PCAWrapperDF property) (sklearndf.transformation.wrapper.PolynomialTransformerWrapperDF property) (sklearndf.transformation.wrapper.SingleColumnTransformerWrapperDF property) (sklearndf.transformation.wrapper.VectorizerWrapperDF property) (sklearndf.TransformerDF property) (sklearndf.wrapper.numpy.TransformerNPDF property) (sklearndf.wrapper.TransformerWrapperDF property) feature_names_out_ (sklearndf.classification.LinearDiscriminantAnalysisDF property) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF property) (sklearndf.clustering.FeatureAgglomerationDF property) (sklearndf.clustering.wrapper.FeatureAgglomerationWrapperDF property) (sklearndf.pipeline.FeatureUnionDF property) (sklearndf.pipeline.PipelineDF property) (sklearndf.pipeline.wrapper.FeatureUnionWrapperDF property) (sklearndf.pipeline.wrapper.PipelineWrapperDF property) (sklearndf.regression.CCADF property) (sklearndf.regression.IsotonicRegressionDF property) (sklearndf.regression.PLSCanonicalDF property) (sklearndf.regression.PLSRegressionDF property) (sklearndf.regression.wrapper.IsotonicRegressionWrapperDF property) (sklearndf.regression.wrapper.RegressorTransformerWrapperDF property) (sklearndf.transformation.AdditiveChi2SamplerDF property) (sklearndf.transformation.BernoulliRBMDF property) (sklearndf.transformation.BinarizerDF property) (sklearndf.transformation.ColumnTransformerDF property) (sklearndf.transformation.CountVectorizerDF property) (sklearndf.transformation.DictionaryLearningDF property) (sklearndf.transformation.DictVectorizerDF property) (sklearndf.transformation.extra.BoostAGrootaDF property) (sklearndf.transformation.extra.BorutaDF property) (sklearndf.transformation.extra.GrootCVDF property) (sklearndf.transformation.extra.LeshyDF property) (sklearndf.transformation.extra.wrapper.ARFSWrapperDF property) (sklearndf.transformation.extra.wrapper.BorutaPyWrapperDF property) (sklearndf.transformation.FactorAnalysisDF property) (sklearndf.transformation.FastICADF property) (sklearndf.transformation.FeatureHasherDF property) (sklearndf.transformation.FunctionTransformerDF property) (sklearndf.transformation.GaussianRandomProjectionDF property) (sklearndf.transformation.GenericUnivariateSelectDF property) (sklearndf.transformation.HashingVectorizerDF property) (sklearndf.transformation.IncrementalPCADF property) (sklearndf.transformation.IsomapDF property) (sklearndf.transformation.IterativeImputerDF property) (sklearndf.transformation.KBinsDiscretizerDF property) (sklearndf.transformation.KernelCentererDF property) (sklearndf.transformation.KernelPCADF property) (sklearndf.transformation.KNNImputerDF property) (sklearndf.transformation.LabelBinarizerDF property) (sklearndf.transformation.LabelEncoderDF property) (sklearndf.transformation.LatentDirichletAllocationDF property) (sklearndf.transformation.LocallyLinearEmbeddingDF property) (sklearndf.transformation.MaxAbsScalerDF property) (sklearndf.transformation.MiniBatchDictionaryLearningDF property) (sklearndf.transformation.MiniBatchNMFDF property) (sklearndf.transformation.MiniBatchSparsePCADF property) (sklearndf.transformation.MinMaxScalerDF property) (sklearndf.transformation.MissingIndicatorDF property) (sklearndf.transformation.MultiLabelBinarizerDF property) (sklearndf.transformation.NeighborhoodComponentsAnalysisDF property) (sklearndf.transformation.NMFDF property) (sklearndf.transformation.NormalizerDF property) (sklearndf.transformation.NystroemDF property) (sklearndf.transformation.OneHotEncoderDF property) (sklearndf.transformation.OrdinalEncoderDF property) (sklearndf.transformation.PCADF property) (sklearndf.transformation.PLSSVDDF property) (sklearndf.transformation.PolynomialCountSketchDF property) (sklearndf.transformation.PolynomialFeaturesDF property) (sklearndf.transformation.PowerTransformerDF property) (sklearndf.transformation.QuantileTransformerDF property) (sklearndf.transformation.RandomTreesEmbeddingDF property) (sklearndf.transformation.RBFSamplerDF property) (sklearndf.transformation.RFECVDF property) (sklearndf.transformation.RFEDF property) (sklearndf.transformation.RobustScalerDF property) (sklearndf.transformation.SelectFdrDF property) (sklearndf.transformation.SelectFprDF property) (sklearndf.transformation.SelectFromModelDF property) (sklearndf.transformation.SelectFweDF property) (sklearndf.transformation.SelectKBestDF property) (sklearndf.transformation.SelectPercentileDF property) (sklearndf.transformation.SequentialFeatureSelectorDF property) (sklearndf.transformation.SimpleImputerDF property) (sklearndf.transformation.SkewedChi2SamplerDF property) (sklearndf.transformation.SparseCoderDF property) (sklearndf.transformation.SparsePCADF property) (sklearndf.transformation.SparseRandomProjectionDF property) (sklearndf.transformation.SplineTransformerDF property) (sklearndf.transformation.StandardScalerDF property) (sklearndf.transformation.TfidfTransformerDF property) (sklearndf.transformation.TfidfVectorizerDF property) (sklearndf.transformation.TruncatedSVDDF property) (sklearndf.transformation.VarianceThresholdDF property) (sklearndf.transformation.wrapper.AdditiveChi2SamplerWrapperDF property) (sklearndf.transformation.wrapper.BaseMultiOutputWrapperDF property) (sklearndf.transformation.wrapper.BaseMultipleInputsPerOutputTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnPreservingTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnSubsetTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnTransformerWrapperDF property) (sklearndf.transformation.wrapper.ComponentsDimensionalityReductionWrapperDF property) (sklearndf.transformation.wrapper.EmbeddingWrapperDF property) (sklearndf.transformation.wrapper.FeatureSelectionWrapperDF property) (sklearndf.transformation.wrapper.ImputerWrapperDF property) (sklearndf.transformation.wrapper.IsomapWrapperDF property) (sklearndf.transformation.wrapper.KBinsDiscretizerWrapperDF property) (sklearndf.transformation.wrapper.MissingIndicatorWrapperDF property) (sklearndf.transformation.wrapper.NComponentsDimensionalityReductionWrapperDF property) (sklearndf.transformation.wrapper.NumpyTransformerWrapperDF property) (sklearndf.transformation.wrapper.OneHotEncoderWrapperDF property) (sklearndf.transformation.wrapper.PCAWrapperDF property) (sklearndf.transformation.wrapper.PolynomialTransformerWrapperDF property) (sklearndf.transformation.wrapper.SingleColumnTransformerWrapperDF property) (sklearndf.transformation.wrapper.VectorizerWrapperDF property) (sklearndf.TransformerDF property) (sklearndf.wrapper.numpy.TransformerNPDF property) (sklearndf.wrapper.TransformerWrapperDF property) FeatureAgglomerationDF (class in sklearndf.clustering) FeatureAgglomerationWrapperDF (class in sklearndf.clustering.wrapper) FeatureHasherDF (class in sklearndf.transformation) FeatureSelectionWrapperDF (class in sklearndf.transformation.wrapper) FeatureUnionDF (class in sklearndf.pipeline) FeatureUnionSparseFrames (class in sklearndf.pipeline.wrapper) FeatureUnionWrapperDF (class in sklearndf.pipeline.wrapper) final_estimator (sklearndf.pipeline.ClassifierPipelineDF property) (sklearndf.pipeline.ClusterPipelineDF property) (sklearndf.pipeline.LearnerPipelineDF property) (sklearndf.pipeline.RegressorPipelineDF property) (sklearndf.pipeline.SupervisedLearnerPipelineDF property) final_estimator_name (sklearndf.pipeline.ClassifierPipelineDF property) (sklearndf.pipeline.ClusterPipelineDF property) (sklearndf.pipeline.LearnerPipelineDF property) (sklearndf.pipeline.RegressorPipelineDF property) (sklearndf.pipeline.SupervisedLearnerPipelineDF property) fit() (sklearndf.classification.AdaBoostClassifierDF method) (sklearndf.classification.BaggingClassifierDF method) (sklearndf.classification.BernoulliNBDF method) (sklearndf.classification.CalibratedClassifierCVDF method) (sklearndf.classification.CategoricalNBDF method) (sklearndf.classification.ClassifierChainDF method) (sklearndf.classification.ComplementNBDF method) (sklearndf.classification.DecisionTreeClassifierDF method) (sklearndf.classification.DummyClassifierDF method) (sklearndf.classification.extra.LGBMClassifierDF method) (sklearndf.classification.extra.XGBClassifierDF method) (sklearndf.classification.ExtraTreeClassifierDF method) (sklearndf.classification.ExtraTreesClassifierDF method) (sklearndf.classification.GaussianNBDF method) (sklearndf.classification.GaussianProcessClassifierDF method) (sklearndf.classification.GradientBoostingClassifierDF method) (sklearndf.classification.HistGradientBoostingClassifierDF method) (sklearndf.classification.KNeighborsClassifierDF method) (sklearndf.classification.LabelPropagationDF method) (sklearndf.classification.LabelSpreadingDF method) (sklearndf.classification.LinearDiscriminantAnalysisDF method) (sklearndf.classification.LinearSVCDF method) (sklearndf.classification.LogisticRegressionCVDF method) (sklearndf.classification.LogisticRegressionDF method) (sklearndf.classification.MLPClassifierDF method) (sklearndf.classification.MultinomialNBDF method) (sklearndf.classification.MultiOutputClassifierDF method) (sklearndf.classification.NearestCentroidDF method) (sklearndf.classification.NuSVCDF method) (sklearndf.classification.OneVsOneClassifierDF method) (sklearndf.classification.OneVsRestClassifierDF method) (sklearndf.classification.OutputCodeClassifierDF method) (sklearndf.classification.PassiveAggressiveClassifierDF method) (sklearndf.classification.PerceptronDF method) (sklearndf.classification.QuadraticDiscriminantAnalysisDF method) (sklearndf.classification.RadiusNeighborsClassifierDF method) (sklearndf.classification.RandomForestClassifierDF method) (sklearndf.classification.RidgeClassifierCVDF method) (sklearndf.classification.RidgeClassifierDF method) (sklearndf.classification.SGDClassifierDF method) (sklearndf.classification.StackingClassifierDF method) (sklearndf.classification.SVCDF method) (sklearndf.classification.VotingClassifierDF method) (sklearndf.classification.wrapper.ClassifierChainWrapperDF method) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF method) (sklearndf.classification.wrapper.MetaClassifierWrapperDF method) (sklearndf.classification.wrapper.MultiOutputClassifierWrapperDF method) (sklearndf.classification.wrapper.PartialFitClassifierWrapperDF method) (sklearndf.ClassifierDF method) (sklearndf.ClusterDF method) (sklearndf.clustering.AffinityPropagationDF method) (sklearndf.clustering.AgglomerativeClusteringDF method) (sklearndf.clustering.BirchDF method) (sklearndf.clustering.BisectingKMeansDF method) (sklearndf.clustering.DBSCANDF method) (sklearndf.clustering.FeatureAgglomerationDF method) (sklearndf.clustering.KMeansDF method) 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method) (sklearndf.transformation.RobustScalerDF method) (sklearndf.transformation.SelectFdrDF method) (sklearndf.transformation.SelectFprDF method) (sklearndf.transformation.SelectFromModelDF method) (sklearndf.transformation.SelectFweDF method) (sklearndf.transformation.SelectKBestDF method) (sklearndf.transformation.SelectPercentileDF method) (sklearndf.transformation.SequentialFeatureSelectorDF method) (sklearndf.transformation.SimpleImputerDF method) (sklearndf.transformation.SkewedChi2SamplerDF method) (sklearndf.transformation.SparseCoderDF method) (sklearndf.transformation.SparsePCADF method) (sklearndf.transformation.SparseRandomProjectionDF method) (sklearndf.transformation.SplineTransformerDF method) (sklearndf.transformation.StandardScalerDF method) (sklearndf.transformation.TfidfTransformerDF method) (sklearndf.transformation.TfidfVectorizerDF method) (sklearndf.transformation.TfidfVectorizerTx method) (sklearndf.transformation.TruncatedSVDDF method) 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method) (sklearndf.wrapper.numpy.SupervisedLearnerNPDF method) (sklearndf.wrapper.numpy.TransformerNPDF method) (sklearndf.wrapper.RegressorWrapperDF method) (sklearndf.wrapper.stacking.StackingClassifierWrapperDF method) (sklearndf.wrapper.stacking.StackingEstimatorWrapperDF method) (sklearndf.wrapper.stacking.StackingRegressorWrapperDF method) (sklearndf.wrapper.SupervisedLearnerWrapperDF method) (sklearndf.wrapper.TransformerWrapperDF method)

fit_predict() (sklearndf.ClusterDF method) (sklearndf.clustering.AffinityPropagationDF method) (sklearndf.clustering.AgglomerativeClusteringDF method) (sklearndf.clustering.BirchDF method) (sklearndf.clustering.BisectingKMeansDF method) (sklearndf.clustering.DBSCANDF method) (sklearndf.clustering.FeatureAgglomerationDF method) (sklearndf.clustering.KMeansDF method) (sklearndf.clustering.MeanShiftDF method) (sklearndf.clustering.MiniBatchKMeansDF method) (sklearndf.clustering.OPTICSDF method) (sklearndf.clustering.SpectralClusteringDF method) (sklearndf.clustering.wrapper.FeatureAgglomerationWrapperDF method) (sklearndf.clustering.wrapper.KMeansBaseWrapperDF method) (sklearndf.pipeline.ClusterPipelineDF method) (sklearndf.wrapper.ClusterWrapperDF method) fit_transform() (sklearndf.classification.LinearDiscriminantAnalysisDF method) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF method) (sklearndf.clustering.FeatureAgglomerationDF method) 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(sklearndf.transformation.DictionaryLearningDF method) (sklearndf.transformation.DictVectorizerDF method) (sklearndf.transformation.extra.BoostAGrootaDF method) (sklearndf.transformation.extra.BorutaDF method) (sklearndf.transformation.extra.GrootCVDF method) (sklearndf.transformation.extra.LeshyDF method) (sklearndf.transformation.extra.wrapper.ARFSWrapperDF method) (sklearndf.transformation.extra.wrapper.BorutaPyWrapperDF method) (sklearndf.transformation.FactorAnalysisDF method) (sklearndf.transformation.FastICADF method) (sklearndf.transformation.FeatureHasherDF method) (sklearndf.transformation.FunctionTransformerDF method) (sklearndf.transformation.GaussianRandomProjectionDF method) (sklearndf.transformation.GenericUnivariateSelectDF method) (sklearndf.transformation.HashingVectorizerDF method) (sklearndf.transformation.IncrementalPCADF method) (sklearndf.transformation.IsomapDF method) (sklearndf.transformation.IterativeImputerDF method) 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(sklearndf.transformation.OneHotEncoderDF method) (sklearndf.transformation.OrdinalEncoderDF method) (sklearndf.transformation.PCADF method) (sklearndf.transformation.PLSSVDDF method) (sklearndf.transformation.PolynomialCountSketchDF method) (sklearndf.transformation.PolynomialFeaturesDF method) (sklearndf.transformation.PowerTransformerDF method) (sklearndf.transformation.QuantileTransformerDF method) (sklearndf.transformation.RandomTreesEmbeddingDF method) (sklearndf.transformation.RBFSamplerDF method) (sklearndf.transformation.RFECVDF method) (sklearndf.transformation.RFEDF method) (sklearndf.transformation.RobustScalerDF method) (sklearndf.transformation.SelectFdrDF method) (sklearndf.transformation.SelectFprDF method) (sklearndf.transformation.SelectFromModelDF method) (sklearndf.transformation.SelectFweDF method) (sklearndf.transformation.SelectKBestDF method) (sklearndf.transformation.SelectPercentileDF method) (sklearndf.transformation.SequentialFeatureSelectorDF method) (sklearndf.transformation.SimpleImputerDF method) (sklearndf.transformation.SkewedChi2SamplerDF method) (sklearndf.transformation.SparseCoderDF method) (sklearndf.transformation.SparsePCADF method) (sklearndf.transformation.SparseRandomProjectionDF method) (sklearndf.transformation.SplineTransformerDF method) (sklearndf.transformation.StandardScalerDF method) (sklearndf.transformation.TfidfTransformerDF method) (sklearndf.transformation.TfidfVectorizerDF method) (sklearndf.transformation.TfidfVectorizerTx method) (sklearndf.transformation.TruncatedSVDDF method) (sklearndf.transformation.VarianceThresholdDF method) (sklearndf.transformation.wrapper.AdditiveChi2SamplerWrapperDF method) (sklearndf.transformation.wrapper.BaseMultiOutputWrapperDF method) (sklearndf.transformation.wrapper.BaseMultipleInputsPerOutputTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnPreservingTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnSubsetTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnTransformerSparseFrames method) (sklearndf.transformation.wrapper.ColumnTransformerWrapperDF method) (sklearndf.transformation.wrapper.ComponentsDimensionalityReductionWrapperDF method) (sklearndf.transformation.wrapper.EmbeddingWrapperDF method) (sklearndf.transformation.wrapper.FeatureSelectionWrapperDF method) (sklearndf.transformation.wrapper.ImputerWrapperDF method) (sklearndf.transformation.wrapper.IsomapWrapperDF method) (sklearndf.transformation.wrapper.KBinsDiscretizerWrapperDF method) (sklearndf.transformation.wrapper.MissingIndicatorWrapperDF method) (sklearndf.transformation.wrapper.NComponentsDimensionalityReductionWrapperDF method) (sklearndf.transformation.wrapper.NumpyTransformerWrapperDF method) (sklearndf.transformation.wrapper.OneHotEncoderWrapperDF method) (sklearndf.transformation.wrapper.PCAWrapperDF method) (sklearndf.transformation.wrapper.PolynomialTransformerWrapperDF method) (sklearndf.transformation.wrapper.SingleColumnTransformerWrapperDF method) (sklearndf.transformation.wrapper.VectorizerWrapperDF method) (sklearndf.TransformerDF method) (sklearndf.wrapper.numpy.TransformerNPDF method) (sklearndf.wrapper.TransformerWrapperDF method) from_fitted() (sklearndf.classification.AdaBoostClassifierDF class method) (sklearndf.classification.BaggingClassifierDF class method) (sklearndf.classification.BernoulliNBDF class method) (sklearndf.classification.CalibratedClassifierCVDF class method) (sklearndf.classification.CategoricalNBDF class method) (sklearndf.classification.ClassifierChainDF class method) (sklearndf.classification.ComplementNBDF class method) (sklearndf.classification.DecisionTreeClassifierDF class method) (sklearndf.classification.DummyClassifierDF class method) (sklearndf.classification.extra.LGBMClassifierDF class method) (sklearndf.classification.extra.XGBClassifierDF class method) (sklearndf.classification.ExtraTreeClassifierDF class method) 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(sklearndf.classification.NuSVCDF class method) (sklearndf.classification.OneVsOneClassifierDF class method) (sklearndf.classification.OneVsRestClassifierDF class method) (sklearndf.classification.OutputCodeClassifierDF class method) (sklearndf.classification.PassiveAggressiveClassifierDF class method) (sklearndf.classification.PerceptronDF class method) (sklearndf.classification.QuadraticDiscriminantAnalysisDF class method) (sklearndf.classification.RadiusNeighborsClassifierDF class method) (sklearndf.classification.RandomForestClassifierDF class method) (sklearndf.classification.RidgeClassifierCVDF class method) (sklearndf.classification.RidgeClassifierDF class method) (sklearndf.classification.SGDClassifierDF class method) (sklearndf.classification.StackingClassifierDF class method) (sklearndf.classification.SVCDF class method) (sklearndf.classification.VotingClassifierDF class method) (sklearndf.classification.wrapper.ClassifierChainWrapperDF class method) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF class method) (sklearndf.classification.wrapper.MetaClassifierWrapperDF class method) (sklearndf.classification.wrapper.MultiOutputClassifierWrapperDF class method) (sklearndf.classification.wrapper.PartialFitClassifierWrapperDF class method) (sklearndf.clustering.AffinityPropagationDF class method) (sklearndf.clustering.AgglomerativeClusteringDF class method) (sklearndf.clustering.BirchDF class method) (sklearndf.clustering.BisectingKMeansDF class method) (sklearndf.clustering.DBSCANDF class method) (sklearndf.clustering.FeatureAgglomerationDF class method) (sklearndf.clustering.KMeansDF class method) (sklearndf.clustering.MeanShiftDF class method) (sklearndf.clustering.MiniBatchKMeansDF class method) (sklearndf.clustering.OPTICSDF class method) (sklearndf.clustering.SpectralClusteringDF class method) (sklearndf.clustering.wrapper.FeatureAgglomerationWrapperDF class method) (sklearndf.clustering.wrapper.KMeansBaseWrapperDF class method) (sklearndf.pipeline.FeatureUnionDF class method) (sklearndf.pipeline.PipelineDF class method) (sklearndf.pipeline.wrapper.FeatureUnionWrapperDF class method) (sklearndf.pipeline.wrapper.PipelineWrapperDF class method) (sklearndf.regression.AdaBoostRegressorDF class method) (sklearndf.regression.ARDRegressionDF class method) (sklearndf.regression.BaggingRegressorDF class method) (sklearndf.regression.BayesianRidgeDF class method) (sklearndf.regression.CCADF class method) (sklearndf.regression.DecisionTreeRegressorDF class method) (sklearndf.regression.DummyRegressorDF class method) (sklearndf.regression.ElasticNetCVDF class method) (sklearndf.regression.ElasticNetDF class method) (sklearndf.regression.extra.LGBMRegressorDF class method) (sklearndf.regression.extra.XGBRegressorDF class method) (sklearndf.regression.ExtraTreeRegressorDF class method) (sklearndf.regression.ExtraTreesRegressorDF class method) (sklearndf.regression.GammaRegressorDF class method) (sklearndf.regression.GaussianProcessRegressorDF class method) (sklearndf.regression.GradientBoostingRegressorDF class method) (sklearndf.regression.HistGradientBoostingRegressorDF class method) (sklearndf.regression.HuberRegressorDF class method) (sklearndf.regression.IsotonicRegressionDF class method) (sklearndf.regression.KernelRidgeDF class method) (sklearndf.regression.KNeighborsRegressorDF class method) (sklearndf.regression.LarsCVDF class method) (sklearndf.regression.LarsDF class method) (sklearndf.regression.LassoCVDF class method) (sklearndf.regression.LassoDF class method) (sklearndf.regression.LassoLarsCVDF class method) (sklearndf.regression.LassoLarsDF class method) (sklearndf.regression.LassoLarsICDF class method) (sklearndf.regression.LinearRegressionDF class method) (sklearndf.regression.LinearSVRDF class method) (sklearndf.regression.MLPRegressorDF class method) (sklearndf.regression.MultiOutputRegressorDF class method) (sklearndf.regression.MultiTaskElasticNetCVDF class method) (sklearndf.regression.MultiTaskElasticNetDF class method) (sklearndf.regression.MultiTaskLassoCVDF class method) (sklearndf.regression.MultiTaskLassoDF class method) (sklearndf.regression.NuSVRDF class method) (sklearndf.regression.OrthogonalMatchingPursuitCVDF class method) (sklearndf.regression.OrthogonalMatchingPursuitDF class method) (sklearndf.regression.PassiveAggressiveRegressorDF class method) (sklearndf.regression.PLSCanonicalDF class method) (sklearndf.regression.PLSRegressionDF class method) (sklearndf.regression.PoissonRegressorDF class method) (sklearndf.regression.QuantileRegressorDF class method) (sklearndf.regression.RadiusNeighborsRegressorDF class method) (sklearndf.regression.RandomForestRegressorDF class method) (sklearndf.regression.RANSACRegressorDF class method) (sklearndf.regression.RegressorChainDF class method) (sklearndf.regression.RidgeCVDF class method) (sklearndf.regression.RidgeDF class method) (sklearndf.regression.SGDRegressorDF class method) (sklearndf.regression.StackingRegressorDF class method) (sklearndf.regression.SVRDF class method) (sklearndf.regression.TheilSenRegressorDF class method) (sklearndf.regression.TransformedTargetRegressorDF class method) (sklearndf.regression.TweedieRegressorDF class method) (sklearndf.regression.VotingRegressorDF class method) (sklearndf.regression.wrapper.IsotonicRegressionWrapperDF class method) (sklearndf.regression.wrapper.MetaRegressorWrapperDF class method) (sklearndf.regression.wrapper.MultiOutputRegressorWrapperDF class method) (sklearndf.regression.wrapper.PartialFitRegressorWrapperDF class method) (sklearndf.regression.wrapper.RegressorTransformerWrapperDF class method) (sklearndf.transformation.AdditiveChi2SamplerDF class method) (sklearndf.transformation.BernoulliRBMDF class method) (sklearndf.transformation.BinarizerDF class method) (sklearndf.transformation.ColumnTransformerDF class method) (sklearndf.transformation.CountVectorizerDF class method) (sklearndf.transformation.DictionaryLearningDF class method) (sklearndf.transformation.DictVectorizerDF class method) (sklearndf.transformation.extra.BoostAGrootaDF class method) (sklearndf.transformation.extra.BorutaDF class method) (sklearndf.transformation.extra.GrootCVDF class method) (sklearndf.transformation.extra.LeshyDF class method) (sklearndf.transformation.extra.wrapper.ARFSWrapperDF class method) (sklearndf.transformation.extra.wrapper.BorutaPyWrapperDF class method) (sklearndf.transformation.FactorAnalysisDF class method) (sklearndf.transformation.FastICADF class method) (sklearndf.transformation.FeatureHasherDF class method) (sklearndf.transformation.FunctionTransformerDF class method) (sklearndf.transformation.GaussianRandomProjectionDF class method) (sklearndf.transformation.GenericUnivariateSelectDF class method) (sklearndf.transformation.HashingVectorizerDF class method) (sklearndf.transformation.IncrementalPCADF class method) (sklearndf.transformation.IsomapDF class method) (sklearndf.transformation.IterativeImputerDF class method) (sklearndf.transformation.KBinsDiscretizerDF class method) (sklearndf.transformation.KernelCentererDF class method) (sklearndf.transformation.KernelPCADF class method) (sklearndf.transformation.KNNImputerDF class method) (sklearndf.transformation.LabelBinarizerDF class method) (sklearndf.transformation.LabelEncoderDF class method) (sklearndf.transformation.LatentDirichletAllocationDF class method) (sklearndf.transformation.LocallyLinearEmbeddingDF class method) (sklearndf.transformation.MaxAbsScalerDF class method) (sklearndf.transformation.MiniBatchDictionaryLearningDF class method) (sklearndf.transformation.MiniBatchNMFDF class method) (sklearndf.transformation.MiniBatchSparsePCADF class method) (sklearndf.transformation.MinMaxScalerDF class method) (sklearndf.transformation.MissingIndicatorDF class method) (sklearndf.transformation.MultiLabelBinarizerDF class method) (sklearndf.transformation.NeighborhoodComponentsAnalysisDF class method) (sklearndf.transformation.NMFDF class method) (sklearndf.transformation.NormalizerDF class method) (sklearndf.transformation.NystroemDF class method) (sklearndf.transformation.OneHotEncoderDF class method) (sklearndf.transformation.OrdinalEncoderDF class method) (sklearndf.transformation.PCADF class method) (sklearndf.transformation.PLSSVDDF class method) (sklearndf.transformation.PolynomialCountSketchDF class method) (sklearndf.transformation.PolynomialFeaturesDF class method) (sklearndf.transformation.PowerTransformerDF class method) (sklearndf.transformation.QuantileTransformerDF class method) (sklearndf.transformation.RandomTreesEmbeddingDF class method) (sklearndf.transformation.RBFSamplerDF class method) (sklearndf.transformation.RFECVDF class method) (sklearndf.transformation.RFEDF class method) (sklearndf.transformation.RobustScalerDF class method) (sklearndf.transformation.SelectFdrDF class method) (sklearndf.transformation.SelectFprDF class method) (sklearndf.transformation.SelectFromModelDF class method) (sklearndf.transformation.SelectFweDF class method) (sklearndf.transformation.SelectKBestDF class method) (sklearndf.transformation.SelectPercentileDF class method) (sklearndf.transformation.SequentialFeatureSelectorDF class method) (sklearndf.transformation.SimpleImputerDF class method) (sklearndf.transformation.SkewedChi2SamplerDF class method) (sklearndf.transformation.SparseCoderDF class method) (sklearndf.transformation.SparsePCADF class method) (sklearndf.transformation.SparseRandomProjectionDF class method) (sklearndf.transformation.SplineTransformerDF class method) (sklearndf.transformation.StandardScalerDF class method) (sklearndf.transformation.TfidfTransformerDF class method) (sklearndf.transformation.TfidfVectorizerDF class method) (sklearndf.transformation.TruncatedSVDDF class method) (sklearndf.transformation.VarianceThresholdDF class method) (sklearndf.transformation.wrapper.AdditiveChi2SamplerWrapperDF class method) (sklearndf.transformation.wrapper.BaseMultiOutputWrapperDF class method) (sklearndf.transformation.wrapper.BaseMultipleInputsPerOutputTransformerWrapperDF class method) (sklearndf.transformation.wrapper.ColumnPreservingTransformerWrapperDF class method) (sklearndf.transformation.wrapper.ColumnSubsetTransformerWrapperDF class method) (sklearndf.transformation.wrapper.ColumnTransformerWrapperDF class method) (sklearndf.transformation.wrapper.ComponentsDimensionalityReductionWrapperDF class method) (sklearndf.transformation.wrapper.EmbeddingWrapperDF class method) (sklearndf.transformation.wrapper.FeatureSelectionWrapperDF class method) (sklearndf.transformation.wrapper.ImputerWrapperDF class method) (sklearndf.transformation.wrapper.IsomapWrapperDF class method) (sklearndf.transformation.wrapper.KBinsDiscretizerWrapperDF class method) (sklearndf.transformation.wrapper.MissingIndicatorWrapperDF class method) (sklearndf.transformation.wrapper.NComponentsDimensionalityReductionWrapperDF class method) (sklearndf.transformation.wrapper.NumpyTransformerWrapperDF class method) (sklearndf.transformation.wrapper.OneHotEncoderWrapperDF class method) (sklearndf.transformation.wrapper.PCAWrapperDF class method) (sklearndf.transformation.wrapper.PolynomialTransformerWrapperDF class method) (sklearndf.transformation.wrapper.SingleColumnTransformerWrapperDF class method) (sklearndf.transformation.wrapper.VectorizerWrapperDF class method) (sklearndf.wrapper.ClassifierWrapperDF class method) (sklearndf.wrapper.ClusterWrapperDF class method) (sklearndf.wrapper.EstimatorWrapperDF class method) (sklearndf.wrapper.LearnerWrapperDF class method) (sklearndf.wrapper.MetaEstimatorWrapperDF class method) (sklearndf.wrapper.RegressorWrapperDF class method) (sklearndf.wrapper.stacking.StackingClassifierWrapperDF class method) (sklearndf.wrapper.stacking.StackingEstimatorWrapperDF class method) (sklearndf.wrapper.stacking.StackingRegressorWrapperDF class method) (sklearndf.wrapper.SupervisedLearnerWrapperDF class method) (sklearndf.wrapper.TransformerWrapperDF class method) FunctionTransformerDF (class in sklearndf.transformation)

G

GammaRegressorDF (class in sklearndf.regression) GaussianNBDF (class in sklearndf.classification) GaussianProcessClassifierDF (class in sklearndf.classification) GaussianProcessRegressorDF (class in sklearndf.regression) GaussianRandomProjectionDF (class in sklearndf.transformation) GenericUnivariateSelectDF (class in sklearndf.transformation) get_covariance() (sklearndf.transformation.FactorAnalysisDF method) get_feature_names_out() (sklearndf.classification.VotingClassifierDF method) (sklearndf.pipeline.PipelineDF method) (sklearndf.pipeline.wrapper.FeatureUnionSparseFrames method) (sklearndf.regression.IsotonicRegressionDF method) (sklearndf.regression.VotingRegressorDF method) (sklearndf.transformation.AdditiveChi2SamplerDF method) (sklearndf.transformation.CountVectorizerTx method) (sklearndf.transformation.DictVectorizerDF method) (sklearndf.transformation.IterativeImputerDF method) (sklearndf.transformation.KBinsDiscretizerDF method) (sklearndf.transformation.KNNImputerDF method) (sklearndf.transformation.MissingIndicatorDF method) (sklearndf.transformation.OneHotEncoderDF method) (sklearndf.transformation.PolynomialFeaturesDF method) (sklearndf.transformation.RandomTreesEmbeddingDF method) (sklearndf.transformation.SimpleImputerDF method) (sklearndf.transformation.SplineTransformerDF method) (sklearndf.transformation.TfidfVectorizerTx method) (sklearndf.transformation.wrapper.ColumnTransformerSparseFrames method) get_params() (sklearndf.classification.AdaBoostClassifierDF method) (sklearndf.classification.BaggingClassifierDF method) (sklearndf.classification.BernoulliNBDF method) (sklearndf.classification.CalibratedClassifierCVDF method) (sklearndf.classification.CategoricalNBDF method) (sklearndf.classification.ClassifierChainDF method) (sklearndf.classification.ComplementNBDF method) (sklearndf.classification.DecisionTreeClassifierDF method) (sklearndf.classification.DummyClassifierDF method) (sklearndf.classification.extra.LGBMClassifierDF method) (sklearndf.classification.extra.XGBClassifierDF method) (sklearndf.classification.ExtraTreeClassifierDF method) (sklearndf.classification.ExtraTreesClassifierDF method) (sklearndf.classification.GaussianNBDF method) (sklearndf.classification.GaussianProcessClassifierDF method) (sklearndf.classification.GradientBoostingClassifierDF method) (sklearndf.classification.HistGradientBoostingClassifierDF method) (sklearndf.classification.KNeighborsClassifierDF method) (sklearndf.classification.LabelPropagationDF method) (sklearndf.classification.LabelSpreadingDF method) (sklearndf.classification.LinearDiscriminantAnalysisDF method) (sklearndf.classification.LinearSVCDF method) (sklearndf.classification.LogisticRegressionCVDF method) (sklearndf.classification.LogisticRegressionDF method) (sklearndf.classification.MLPClassifierDF method) (sklearndf.classification.MultinomialNBDF method) (sklearndf.classification.MultiOutputClassifierDF method) (sklearndf.classification.NearestCentroidDF method) (sklearndf.classification.NuSVCDF method) (sklearndf.classification.OneVsOneClassifierDF method) (sklearndf.classification.OneVsRestClassifierDF method) (sklearndf.classification.OutputCodeClassifierDF method) (sklearndf.classification.PassiveAggressiveClassifierDF method) (sklearndf.classification.PerceptronDF method) (sklearndf.classification.QuadraticDiscriminantAnalysisDF method) (sklearndf.classification.RadiusNeighborsClassifierDF method) (sklearndf.classification.RandomForestClassifierDF method) (sklearndf.classification.RidgeClassifierCVDF method) (sklearndf.classification.RidgeClassifierDF method) (sklearndf.classification.SGDClassifierDF method) (sklearndf.classification.StackingClassifierDF method) (sklearndf.classification.SVCDF method) (sklearndf.classification.VotingClassifierDF method) (sklearndf.classification.wrapper.ClassifierChainWrapperDF method) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF method) (sklearndf.classification.wrapper.MetaClassifierWrapperDF method) (sklearndf.classification.wrapper.MultiOutputClassifierWrapperDF method) (sklearndf.classification.wrapper.PartialFitClassifierWrapperDF method) (sklearndf.ClassifierDF method) (sklearndf.ClusterDF method) (sklearndf.clustering.AffinityPropagationDF method) (sklearndf.clustering.AgglomerativeClusteringDF method) (sklearndf.clustering.BirchDF method) (sklearndf.clustering.BisectingKMeansDF method) (sklearndf.clustering.DBSCANDF method) (sklearndf.clustering.FeatureAgglomerationDF method) (sklearndf.clustering.KMeansDF method) (sklearndf.clustering.MeanShiftDF method) (sklearndf.clustering.MiniBatchKMeansDF method) (sklearndf.clustering.OPTICSDF method) (sklearndf.clustering.SpectralClusteringDF method) (sklearndf.clustering.wrapper.FeatureAgglomerationWrapperDF method) (sklearndf.clustering.wrapper.KMeansBaseWrapperDF method) (sklearndf.EstimatorDF method) (sklearndf.LearnerDF method) (sklearndf.pipeline.ClassifierPipelineDF method) (sklearndf.pipeline.ClusterPipelineDF method) (sklearndf.pipeline.FeatureUnionDF method) (sklearndf.pipeline.LearnerPipelineDF method) (sklearndf.pipeline.PipelineDF method) (sklearndf.pipeline.RegressorPipelineDF method) (sklearndf.pipeline.SupervisedLearnerPipelineDF method) (sklearndf.pipeline.wrapper.FeatureUnionSparseFrames method) (sklearndf.pipeline.wrapper.FeatureUnionWrapperDF method) (sklearndf.pipeline.wrapper.PipelineWrapperDF method) (sklearndf.regression.AdaBoostRegressorDF method) (sklearndf.regression.ARDRegressionDF method) (sklearndf.regression.BaggingRegressorDF method) (sklearndf.regression.BayesianRidgeDF method) (sklearndf.regression.CCADF method) (sklearndf.regression.DecisionTreeRegressorDF method) (sklearndf.regression.DummyRegressorDF method) (sklearndf.regression.ElasticNetCVDF method) (sklearndf.regression.ElasticNetDF method) (sklearndf.regression.extra.LGBMRegressorDF method) (sklearndf.regression.extra.XGBRegressorDF method) (sklearndf.regression.ExtraTreeRegressorDF method) (sklearndf.regression.ExtraTreesRegressorDF method) (sklearndf.regression.GammaRegressorDF method) (sklearndf.regression.GaussianProcessRegressorDF method) (sklearndf.regression.GradientBoostingRegressorDF method) (sklearndf.regression.HistGradientBoostingRegressorDF method) (sklearndf.regression.HuberRegressorDF method) (sklearndf.regression.IsotonicRegressionDF method) (sklearndf.regression.KernelRidgeDF method) (sklearndf.regression.KNeighborsRegressorDF method) (sklearndf.regression.LarsCVDF method) (sklearndf.regression.LarsDF method) (sklearndf.regression.LassoCVDF method) (sklearndf.regression.LassoDF method) (sklearndf.regression.LassoLarsCVDF method) (sklearndf.regression.LassoLarsDF method) (sklearndf.regression.LassoLarsICDF method) (sklearndf.regression.LinearRegressionDF method) (sklearndf.regression.LinearSVRDF method) (sklearndf.regression.MLPRegressorDF method) (sklearndf.regression.MultiOutputRegressorDF method) (sklearndf.regression.MultiTaskElasticNetCVDF method) (sklearndf.regression.MultiTaskElasticNetDF method) (sklearndf.regression.MultiTaskLassoCVDF method) (sklearndf.regression.MultiTaskLassoDF method) (sklearndf.regression.NuSVRDF method) (sklearndf.regression.OrthogonalMatchingPursuitCVDF method) (sklearndf.regression.OrthogonalMatchingPursuitDF method) (sklearndf.regression.PassiveAggressiveRegressorDF method) (sklearndf.regression.PLSCanonicalDF method) (sklearndf.regression.PLSRegressionDF method) (sklearndf.regression.PoissonRegressorDF method) (sklearndf.regression.QuantileRegressorDF method) (sklearndf.regression.RadiusNeighborsRegressorDF method) (sklearndf.regression.RandomForestRegressorDF method) (sklearndf.regression.RANSACRegressorDF method) (sklearndf.regression.RegressorChainDF method) (sklearndf.regression.RidgeCVDF method) (sklearndf.regression.RidgeDF method) (sklearndf.regression.SGDRegressorDF method) (sklearndf.regression.StackingRegressorDF method) (sklearndf.regression.SVRDF method) (sklearndf.regression.TheilSenRegressorDF method) (sklearndf.regression.TransformedTargetRegressorDF method) (sklearndf.regression.TweedieRegressorDF method) (sklearndf.regression.VotingRegressorDF method) (sklearndf.regression.wrapper.IsotonicRegressionWrapperDF method) (sklearndf.regression.wrapper.MetaRegressorWrapperDF method) (sklearndf.regression.wrapper.MultiOutputRegressorWrapperDF method) (sklearndf.regression.wrapper.PartialFitRegressorWrapperDF method) (sklearndf.regression.wrapper.RegressorTransformerWrapperDF method) (sklearndf.RegressorDF method) (sklearndf.SupervisedLearnerDF method) (sklearndf.transformation.AdditiveChi2SamplerDF method) (sklearndf.transformation.BernoulliRBMDF method) (sklearndf.transformation.BinarizerDF method) (sklearndf.transformation.ColumnTransformerDF method) (sklearndf.transformation.CountVectorizerDF method) (sklearndf.transformation.CountVectorizerTx method) (sklearndf.transformation.DictionaryLearningDF method) (sklearndf.transformation.DictVectorizerDF method) (sklearndf.transformation.extra.BoostAGrootaDF method) (sklearndf.transformation.extra.BorutaDF method) (sklearndf.transformation.extra.GrootCVDF method) (sklearndf.transformation.extra.LeshyDF method) (sklearndf.transformation.extra.wrapper.ARFSWrapperDF method) (sklearndf.transformation.extra.wrapper.BorutaPyWrapperDF method) (sklearndf.transformation.FactorAnalysisDF method) (sklearndf.transformation.FastICADF method) (sklearndf.transformation.FeatureHasherDF method) (sklearndf.transformation.FunctionTransformerDF method) (sklearndf.transformation.GaussianRandomProjectionDF method) (sklearndf.transformation.GenericUnivariateSelectDF method) (sklearndf.transformation.HashingVectorizerDF method) (sklearndf.transformation.IncrementalPCADF method) (sklearndf.transformation.IsomapDF method) (sklearndf.transformation.IterativeImputerDF method) (sklearndf.transformation.KBinsDiscretizerDF method) (sklearndf.transformation.KernelCentererDF method) (sklearndf.transformation.KernelPCADF method) (sklearndf.transformation.KNNImputerDF method) (sklearndf.transformation.LabelBinarizerDF method) (sklearndf.transformation.LabelEncoderDF method) (sklearndf.transformation.LatentDirichletAllocationDF method) (sklearndf.transformation.LocallyLinearEmbeddingDF method) (sklearndf.transformation.MaxAbsScalerDF method) (sklearndf.transformation.MiniBatchDictionaryLearningDF method) (sklearndf.transformation.MiniBatchNMFDF method) (sklearndf.transformation.MiniBatchSparsePCADF method) (sklearndf.transformation.MinMaxScalerDF method) (sklearndf.transformation.MissingIndicatorDF method) (sklearndf.transformation.MultiLabelBinarizerDF method) (sklearndf.transformation.NeighborhoodComponentsAnalysisDF method) (sklearndf.transformation.NMFDF method) (sklearndf.transformation.NormalizerDF method) (sklearndf.transformation.NystroemDF method) (sklearndf.transformation.OneHotEncoderDF method) (sklearndf.transformation.OrdinalEncoderDF method) (sklearndf.transformation.PCADF method) (sklearndf.transformation.PLSSVDDF method) (sklearndf.transformation.PolynomialCountSketchDF method) (sklearndf.transformation.PolynomialFeaturesDF method) (sklearndf.transformation.PowerTransformerDF method) (sklearndf.transformation.QuantileTransformerDF method) (sklearndf.transformation.RandomTreesEmbeddingDF method) (sklearndf.transformation.RBFSamplerDF method) (sklearndf.transformation.RFECVDF method) (sklearndf.transformation.RFEDF method) (sklearndf.transformation.RobustScalerDF method) (sklearndf.transformation.SelectFdrDF method) (sklearndf.transformation.SelectFprDF method) (sklearndf.transformation.SelectFromModelDF method) (sklearndf.transformation.SelectFweDF method) (sklearndf.transformation.SelectKBestDF method) (sklearndf.transformation.SelectPercentileDF method) (sklearndf.transformation.SequentialFeatureSelectorDF method) (sklearndf.transformation.SimpleImputerDF method) (sklearndf.transformation.SkewedChi2SamplerDF method) (sklearndf.transformation.SparseCoderDF method) (sklearndf.transformation.SparsePCADF method) (sklearndf.transformation.SparseRandomProjectionDF method) (sklearndf.transformation.SplineTransformerDF method) (sklearndf.transformation.StandardScalerDF method) (sklearndf.transformation.TfidfTransformerDF method) (sklearndf.transformation.TfidfVectorizerDF method) (sklearndf.transformation.TfidfVectorizerTx method) (sklearndf.transformation.TruncatedSVDDF method) (sklearndf.transformation.VarianceThresholdDF method) (sklearndf.transformation.wrapper.AdditiveChi2SamplerWrapperDF method) (sklearndf.transformation.wrapper.BaseMultiOutputWrapperDF method) (sklearndf.transformation.wrapper.BaseMultipleInputsPerOutputTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnPreservingTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnSubsetTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnTransformerSparseFrames method) (sklearndf.transformation.wrapper.ColumnTransformerWrapperDF method) (sklearndf.transformation.wrapper.ComponentsDimensionalityReductionWrapperDF method) (sklearndf.transformation.wrapper.EmbeddingWrapperDF method) (sklearndf.transformation.wrapper.FeatureSelectionWrapperDF method) (sklearndf.transformation.wrapper.ImputerWrapperDF method) (sklearndf.transformation.wrapper.IsomapWrapperDF method) (sklearndf.transformation.wrapper.KBinsDiscretizerWrapperDF method) (sklearndf.transformation.wrapper.MissingIndicatorWrapperDF method) (sklearndf.transformation.wrapper.NComponentsDimensionalityReductionWrapperDF method) (sklearndf.transformation.wrapper.NumpyTransformerWrapperDF method) (sklearndf.transformation.wrapper.OneHotEncoderWrapperDF method) (sklearndf.transformation.wrapper.PCAWrapperDF method) (sklearndf.transformation.wrapper.PolynomialTransformerWrapperDF method) (sklearndf.transformation.wrapper.SingleColumnTransformerWrapperDF method) (sklearndf.transformation.wrapper.VectorizerWrapperDF method) (sklearndf.TransformerDF method) (sklearndf.wrapper.ClassifierWrapperDF method) (sklearndf.wrapper.ClusterWrapperDF method) (sklearndf.wrapper.EstimatorWrapperDF method) (sklearndf.wrapper.LearnerWrapperDF method) (sklearndf.wrapper.MetaEstimatorWrapperDF method) (sklearndf.wrapper.MissingEstimator method) (sklearndf.wrapper.numpy.ClassifierNPDF method) (sklearndf.wrapper.numpy.EstimatorNPDF method) (sklearndf.wrapper.numpy.LearnerNPDF method) (sklearndf.wrapper.numpy.RegressorNPDF method) (sklearndf.wrapper.numpy.SupervisedLearnerNPDF method) (sklearndf.wrapper.numpy.TransformerNPDF method) (sklearndf.wrapper.RegressorWrapperDF method) (sklearndf.wrapper.stacking.StackingClassifierWrapperDF method) (sklearndf.wrapper.stacking.StackingEstimatorWrapperDF method) (sklearndf.wrapper.stacking.StackingRegressorWrapperDF method) (sklearndf.wrapper.SupervisedLearnerWrapperDF method) (sklearndf.wrapper.TransformerWrapperDF method)

get_precision() (sklearndf.transformation.FactorAnalysisDF method) get_stop_words() (sklearndf.transformation.CountVectorizerTx method) (sklearndf.transformation.TfidfVectorizerTx method) gibbs() (sklearndf.transformation.BernoulliRBMDF method) GradientBoostingClassifierDF (class in sklearndf.classification) GradientBoostingRegressorDF (class in sklearndf.regression) GrootCVDF (class in sklearndf.transformation.extra)

H

HashingVectorizerDF (class in sklearndf.transformation) HistGradientBoostingClassifierDF (class in sklearndf.classification)

HistGradientBoostingRegressorDF (class in sklearndf.regression) HuberRegressorDF (class in sklearndf.regression)

I

idf_ (sklearndf.transformation.TfidfTransformerDF property) (sklearndf.transformation.TfidfVectorizerTx property) IDX_CLUSTER (sklearndf.clustering.wrapper.KMeansBaseWrapperDF attribute) ImputerWrapperDF (class in sklearndf.transformation.wrapper) IncrementalPCADF (class in sklearndf.transformation) infrequent_categories_ (sklearndf.transformation.OneHotEncoderDF property) inner_stats_ (sklearndf.transformation.MiniBatchDictionaryLearningDF property) inverse_transform() (sklearndf.classification.LinearDiscriminantAnalysisDF method) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF method) (sklearndf.clustering.FeatureAgglomerationDF method) (sklearndf.clustering.wrapper.FeatureAgglomerationWrapperDF method) (sklearndf.pipeline.FeatureUnionDF method) (sklearndf.pipeline.PipelineDF method) (sklearndf.pipeline.wrapper.FeatureUnionWrapperDF method) (sklearndf.pipeline.wrapper.PipelineWrapperDF method) (sklearndf.regression.CCADF method) (sklearndf.regression.IsotonicRegressionDF method) (sklearndf.regression.PLSCanonicalDF method) (sklearndf.regression.PLSRegressionDF method) (sklearndf.regression.wrapper.IsotonicRegressionWrapperDF method) (sklearndf.regression.wrapper.RegressorTransformerWrapperDF method) (sklearndf.transformation.AdditiveChi2SamplerDF method) (sklearndf.transformation.BernoulliRBMDF method) (sklearndf.transformation.BinarizerDF method) (sklearndf.transformation.ColumnTransformerDF method) (sklearndf.transformation.CountVectorizerDF method) (sklearndf.transformation.CountVectorizerTx method) (sklearndf.transformation.DictionaryLearningDF method) (sklearndf.transformation.DictVectorizerDF method) (sklearndf.transformation.extra.BoostAGrootaDF method) (sklearndf.transformation.extra.BorutaDF method) (sklearndf.transformation.extra.GrootCVDF method) (sklearndf.transformation.extra.LeshyDF method) (sklearndf.transformation.extra.wrapper.ARFSWrapperDF method) (sklearndf.transformation.extra.wrapper.BorutaPyWrapperDF method) (sklearndf.transformation.FactorAnalysisDF method) (sklearndf.transformation.FastICADF method) (sklearndf.transformation.FeatureHasherDF method) (sklearndf.transformation.FunctionTransformerDF method) (sklearndf.transformation.GaussianRandomProjectionDF method) (sklearndf.transformation.GenericUnivariateSelectDF method) (sklearndf.transformation.HashingVectorizerDF method) (sklearndf.transformation.IncrementalPCADF method) (sklearndf.transformation.IsomapDF method) (sklearndf.transformation.IterativeImputerDF method) (sklearndf.transformation.KBinsDiscretizerDF method) (sklearndf.transformation.KernelCentererDF method) (sklearndf.transformation.KernelPCADF method) (sklearndf.transformation.KNNImputerDF method) (sklearndf.transformation.LabelBinarizerDF method) (sklearndf.transformation.LabelEncoderDF method) (sklearndf.transformation.LatentDirichletAllocationDF method) (sklearndf.transformation.LocallyLinearEmbeddingDF method) (sklearndf.transformation.MaxAbsScalerDF method) (sklearndf.transformation.MiniBatchDictionaryLearningDF method) (sklearndf.transformation.MiniBatchNMFDF method) (sklearndf.transformation.MiniBatchSparsePCADF method) (sklearndf.transformation.MinMaxScalerDF method) (sklearndf.transformation.MissingIndicatorDF method) (sklearndf.transformation.MultiLabelBinarizerDF method) (sklearndf.transformation.NeighborhoodComponentsAnalysisDF method) (sklearndf.transformation.NMFDF method) (sklearndf.transformation.NormalizerDF method) (sklearndf.transformation.NystroemDF method) (sklearndf.transformation.OneHotEncoderDF method) (sklearndf.transformation.OrdinalEncoderDF method) (sklearndf.transformation.PCADF method) (sklearndf.transformation.PLSSVDDF method) (sklearndf.transformation.PolynomialCountSketchDF method) (sklearndf.transformation.PolynomialFeaturesDF method) (sklearndf.transformation.PowerTransformerDF method) (sklearndf.transformation.QuantileTransformerDF method) (sklearndf.transformation.RandomTreesEmbeddingDF method) (sklearndf.transformation.RBFSamplerDF method) (sklearndf.transformation.RFECVDF method) (sklearndf.transformation.RFEDF method) (sklearndf.transformation.RobustScalerDF method) (sklearndf.transformation.SelectFdrDF method) (sklearndf.transformation.SelectFprDF method) (sklearndf.transformation.SelectFromModelDF method) (sklearndf.transformation.SelectFweDF method) (sklearndf.transformation.SelectKBestDF method) (sklearndf.transformation.SelectPercentileDF method) (sklearndf.transformation.SequentialFeatureSelectorDF method) (sklearndf.transformation.SimpleImputerDF method) (sklearndf.transformation.SkewedChi2SamplerDF method) (sklearndf.transformation.SparseCoderDF method) (sklearndf.transformation.SparsePCADF method) (sklearndf.transformation.SparseRandomProjectionDF method) (sklearndf.transformation.SplineTransformerDF method) (sklearndf.transformation.StandardScalerDF method) (sklearndf.transformation.TfidfTransformerDF method) (sklearndf.transformation.TfidfVectorizerDF method) (sklearndf.transformation.TfidfVectorizerTx method) (sklearndf.transformation.TruncatedSVDDF method) (sklearndf.transformation.VarianceThresholdDF method) (sklearndf.transformation.wrapper.AdditiveChi2SamplerWrapperDF method) (sklearndf.transformation.wrapper.BaseMultiOutputWrapperDF method) (sklearndf.transformation.wrapper.BaseMultipleInputsPerOutputTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnPreservingTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnSubsetTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnTransformerWrapperDF method) (sklearndf.transformation.wrapper.ComponentsDimensionalityReductionWrapperDF method) (sklearndf.transformation.wrapper.EmbeddingWrapperDF method) (sklearndf.transformation.wrapper.FeatureSelectionWrapperDF method) (sklearndf.transformation.wrapper.ImputerWrapperDF method) (sklearndf.transformation.wrapper.IsomapWrapperDF method) (sklearndf.transformation.wrapper.KBinsDiscretizerWrapperDF method) (sklearndf.transformation.wrapper.MissingIndicatorWrapperDF method) (sklearndf.transformation.wrapper.NComponentsDimensionalityReductionWrapperDF method) (sklearndf.transformation.wrapper.NumpyTransformerWrapperDF method) (sklearndf.transformation.wrapper.OneHotEncoderWrapperDF method) (sklearndf.transformation.wrapper.PCAWrapperDF method) (sklearndf.transformation.wrapper.PolynomialTransformerWrapperDF method) (sklearndf.transformation.wrapper.SingleColumnTransformerWrapperDF method) (sklearndf.transformation.wrapper.VectorizerWrapperDF method) (sklearndf.TransformerDF method) (sklearndf.wrapper.numpy.TransformerNPDF method) (sklearndf.wrapper.TransformerWrapperDF method) is_fitted (sklearndf.classification.AdaBoostClassifierDF property) (sklearndf.classification.BaggingClassifierDF property) (sklearndf.classification.BernoulliNBDF property) (sklearndf.classification.CalibratedClassifierCVDF property) (sklearndf.classification.CategoricalNBDF property) (sklearndf.classification.ClassifierChainDF property) (sklearndf.classification.ComplementNBDF property) (sklearndf.classification.DecisionTreeClassifierDF property) (sklearndf.classification.DummyClassifierDF property) (sklearndf.classification.extra.LGBMClassifierDF property) (sklearndf.classification.extra.XGBClassifierDF property) (sklearndf.classification.ExtraTreeClassifierDF property) (sklearndf.classification.ExtraTreesClassifierDF property) (sklearndf.classification.GaussianNBDF property) (sklearndf.classification.GaussianProcessClassifierDF property) (sklearndf.classification.GradientBoostingClassifierDF property) (sklearndf.classification.HistGradientBoostingClassifierDF property) (sklearndf.classification.KNeighborsClassifierDF property) (sklearndf.classification.LabelPropagationDF property) (sklearndf.classification.LabelSpreadingDF property) (sklearndf.classification.LinearDiscriminantAnalysisDF property) (sklearndf.classification.LinearSVCDF property) (sklearndf.classification.LogisticRegressionCVDF property) (sklearndf.classification.LogisticRegressionDF property) (sklearndf.classification.MLPClassifierDF property) (sklearndf.classification.MultinomialNBDF property) (sklearndf.classification.MultiOutputClassifierDF property) (sklearndf.classification.NearestCentroidDF property) (sklearndf.classification.NuSVCDF property) (sklearndf.classification.OneVsOneClassifierDF property) (sklearndf.classification.OneVsRestClassifierDF property) (sklearndf.classification.OutputCodeClassifierDF property) (sklearndf.classification.PassiveAggressiveClassifierDF property) (sklearndf.classification.PerceptronDF property) (sklearndf.classification.QuadraticDiscriminantAnalysisDF property) (sklearndf.classification.RadiusNeighborsClassifierDF property) (sklearndf.classification.RandomForestClassifierDF property) (sklearndf.classification.RidgeClassifierCVDF property) (sklearndf.classification.RidgeClassifierDF property) (sklearndf.classification.SGDClassifierDF property) (sklearndf.classification.StackingClassifierDF property) (sklearndf.classification.SVCDF property) (sklearndf.classification.VotingClassifierDF property) (sklearndf.classification.wrapper.ClassifierChainWrapperDF property) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF property) (sklearndf.classification.wrapper.MetaClassifierWrapperDF property) (sklearndf.classification.wrapper.MultiOutputClassifierWrapperDF property) (sklearndf.classification.wrapper.PartialFitClassifierWrapperDF property) (sklearndf.ClassifierDF property) (sklearndf.ClusterDF property) (sklearndf.clustering.AffinityPropagationDF property) (sklearndf.clustering.AgglomerativeClusteringDF property) (sklearndf.clustering.BirchDF property) (sklearndf.clustering.BisectingKMeansDF property) (sklearndf.clustering.DBSCANDF property) (sklearndf.clustering.FeatureAgglomerationDF property) (sklearndf.clustering.KMeansDF property) (sklearndf.clustering.MeanShiftDF property) (sklearndf.clustering.MiniBatchKMeansDF property) (sklearndf.clustering.OPTICSDF property) (sklearndf.clustering.SpectralClusteringDF property) (sklearndf.clustering.wrapper.FeatureAgglomerationWrapperDF property) (sklearndf.clustering.wrapper.KMeansBaseWrapperDF property) (sklearndf.EstimatorDF property) (sklearndf.LearnerDF property) (sklearndf.pipeline.ClassifierPipelineDF property) (sklearndf.pipeline.ClusterPipelineDF property) (sklearndf.pipeline.FeatureUnionDF property) (sklearndf.pipeline.LearnerPipelineDF property) (sklearndf.pipeline.PipelineDF property) (sklearndf.pipeline.RegressorPipelineDF property) (sklearndf.pipeline.SupervisedLearnerPipelineDF property) (sklearndf.pipeline.wrapper.FeatureUnionWrapperDF property) (sklearndf.pipeline.wrapper.PipelineWrapperDF property) (sklearndf.regression.AdaBoostRegressorDF property) (sklearndf.regression.ARDRegressionDF property) (sklearndf.regression.BaggingRegressorDF property) (sklearndf.regression.BayesianRidgeDF property) (sklearndf.regression.CCADF property) (sklearndf.regression.DecisionTreeRegressorDF property) (sklearndf.regression.DummyRegressorDF property) (sklearndf.regression.ElasticNetCVDF property) (sklearndf.regression.ElasticNetDF property) (sklearndf.regression.extra.LGBMRegressorDF property) (sklearndf.regression.extra.XGBRegressorDF property) (sklearndf.regression.ExtraTreeRegressorDF property) (sklearndf.regression.ExtraTreesRegressorDF property) (sklearndf.regression.GammaRegressorDF property) (sklearndf.regression.GaussianProcessRegressorDF property) (sklearndf.regression.GradientBoostingRegressorDF property) (sklearndf.regression.HistGradientBoostingRegressorDF property) (sklearndf.regression.HuberRegressorDF property) (sklearndf.regression.IsotonicRegressionDF property) (sklearndf.regression.KernelRidgeDF property) (sklearndf.regression.KNeighborsRegressorDF property) (sklearndf.regression.LarsCVDF property) (sklearndf.regression.LarsDF property) (sklearndf.regression.LassoCVDF property) (sklearndf.regression.LassoDF property) (sklearndf.regression.LassoLarsCVDF property) (sklearndf.regression.LassoLarsDF property) (sklearndf.regression.LassoLarsICDF property) (sklearndf.regression.LinearRegressionDF property) (sklearndf.regression.LinearSVRDF property) (sklearndf.regression.MLPRegressorDF property) (sklearndf.regression.MultiOutputRegressorDF property) (sklearndf.regression.MultiTaskElasticNetCVDF property) (sklearndf.regression.MultiTaskElasticNetDF property) (sklearndf.regression.MultiTaskLassoCVDF property) (sklearndf.regression.MultiTaskLassoDF property) (sklearndf.regression.NuSVRDF property) (sklearndf.regression.OrthogonalMatchingPursuitCVDF property) (sklearndf.regression.OrthogonalMatchingPursuitDF property) (sklearndf.regression.PassiveAggressiveRegressorDF property) (sklearndf.regression.PLSCanonicalDF property) (sklearndf.regression.PLSRegressionDF property) (sklearndf.regression.PoissonRegressorDF property) (sklearndf.regression.QuantileRegressorDF property) (sklearndf.regression.RadiusNeighborsRegressorDF property) (sklearndf.regression.RandomForestRegressorDF property) (sklearndf.regression.RANSACRegressorDF property) (sklearndf.regression.RegressorChainDF property) (sklearndf.regression.RidgeCVDF property) (sklearndf.regression.RidgeDF property) (sklearndf.regression.SGDRegressorDF property) (sklearndf.regression.StackingRegressorDF property) (sklearndf.regression.SVRDF property) (sklearndf.regression.TheilSenRegressorDF property) (sklearndf.regression.TransformedTargetRegressorDF property) (sklearndf.regression.TweedieRegressorDF property) (sklearndf.regression.VotingRegressorDF property) (sklearndf.regression.wrapper.IsotonicRegressionWrapperDF property) (sklearndf.regression.wrapper.MetaRegressorWrapperDF property) (sklearndf.regression.wrapper.MultiOutputRegressorWrapperDF property) (sklearndf.regression.wrapper.PartialFitRegressorWrapperDF property) (sklearndf.regression.wrapper.RegressorTransformerWrapperDF property) (sklearndf.RegressorDF property) (sklearndf.SupervisedLearnerDF property) (sklearndf.transformation.AdditiveChi2SamplerDF property) (sklearndf.transformation.BernoulliRBMDF property) (sklearndf.transformation.BinarizerDF property) (sklearndf.transformation.ColumnTransformerDF property) (sklearndf.transformation.CountVectorizerDF property) (sklearndf.transformation.DictionaryLearningDF property) (sklearndf.transformation.DictVectorizerDF property) (sklearndf.transformation.extra.BoostAGrootaDF property) (sklearndf.transformation.extra.BorutaDF property) (sklearndf.transformation.extra.GrootCVDF property) (sklearndf.transformation.extra.LeshyDF property) (sklearndf.transformation.extra.wrapper.ARFSWrapperDF property) (sklearndf.transformation.extra.wrapper.BorutaPyWrapperDF property) (sklearndf.transformation.FactorAnalysisDF property) (sklearndf.transformation.FastICADF property) (sklearndf.transformation.FeatureHasherDF property) (sklearndf.transformation.FunctionTransformerDF property) (sklearndf.transformation.GaussianRandomProjectionDF property) (sklearndf.transformation.GenericUnivariateSelectDF property) (sklearndf.transformation.HashingVectorizerDF property) (sklearndf.transformation.IncrementalPCADF property) (sklearndf.transformation.IsomapDF property) (sklearndf.transformation.IterativeImputerDF property) (sklearndf.transformation.KBinsDiscretizerDF property) (sklearndf.transformation.KernelCentererDF property) (sklearndf.transformation.KernelPCADF property) (sklearndf.transformation.KNNImputerDF property) (sklearndf.transformation.LabelBinarizerDF property) (sklearndf.transformation.LabelEncoderDF property) (sklearndf.transformation.LatentDirichletAllocationDF property) (sklearndf.transformation.LocallyLinearEmbeddingDF property) (sklearndf.transformation.MaxAbsScalerDF property) (sklearndf.transformation.MiniBatchDictionaryLearningDF property) (sklearndf.transformation.MiniBatchNMFDF property) (sklearndf.transformation.MiniBatchSparsePCADF property) (sklearndf.transformation.MinMaxScalerDF property) (sklearndf.transformation.MissingIndicatorDF property) (sklearndf.transformation.MultiLabelBinarizerDF property) (sklearndf.transformation.NeighborhoodComponentsAnalysisDF property) (sklearndf.transformation.NMFDF property) (sklearndf.transformation.NormalizerDF property) (sklearndf.transformation.NystroemDF property) (sklearndf.transformation.OneHotEncoderDF property) (sklearndf.transformation.OrdinalEncoderDF property) (sklearndf.transformation.PCADF property) (sklearndf.transformation.PLSSVDDF property) (sklearndf.transformation.PolynomialCountSketchDF property) (sklearndf.transformation.PolynomialFeaturesDF property) (sklearndf.transformation.PowerTransformerDF property) (sklearndf.transformation.QuantileTransformerDF property) (sklearndf.transformation.RandomTreesEmbeddingDF property) (sklearndf.transformation.RBFSamplerDF property) (sklearndf.transformation.RFECVDF property) (sklearndf.transformation.RFEDF property) (sklearndf.transformation.RobustScalerDF property) (sklearndf.transformation.SelectFdrDF property) (sklearndf.transformation.SelectFprDF property) (sklearndf.transformation.SelectFromModelDF property) (sklearndf.transformation.SelectFweDF property) (sklearndf.transformation.SelectKBestDF property) (sklearndf.transformation.SelectPercentileDF property) (sklearndf.transformation.SequentialFeatureSelectorDF property) (sklearndf.transformation.SimpleImputerDF property) (sklearndf.transformation.SkewedChi2SamplerDF property) (sklearndf.transformation.SparseCoderDF property) (sklearndf.transformation.SparsePCADF property) (sklearndf.transformation.SparseRandomProjectionDF property) (sklearndf.transformation.SplineTransformerDF property) (sklearndf.transformation.StandardScalerDF property) (sklearndf.transformation.TfidfTransformerDF property) (sklearndf.transformation.TfidfVectorizerDF property) (sklearndf.transformation.TruncatedSVDDF property) (sklearndf.transformation.VarianceThresholdDF property) (sklearndf.transformation.wrapper.AdditiveChi2SamplerWrapperDF property) (sklearndf.transformation.wrapper.BaseMultiOutputWrapperDF property) (sklearndf.transformation.wrapper.BaseMultipleInputsPerOutputTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnPreservingTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnSubsetTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnTransformerWrapperDF property) (sklearndf.transformation.wrapper.ComponentsDimensionalityReductionWrapperDF property) (sklearndf.transformation.wrapper.EmbeddingWrapperDF property) (sklearndf.transformation.wrapper.FeatureSelectionWrapperDF property) (sklearndf.transformation.wrapper.ImputerWrapperDF property) (sklearndf.transformation.wrapper.IsomapWrapperDF property) (sklearndf.transformation.wrapper.KBinsDiscretizerWrapperDF property) (sklearndf.transformation.wrapper.MissingIndicatorWrapperDF property) (sklearndf.transformation.wrapper.NComponentsDimensionalityReductionWrapperDF property) (sklearndf.transformation.wrapper.NumpyTransformerWrapperDF property) (sklearndf.transformation.wrapper.OneHotEncoderWrapperDF property) (sklearndf.transformation.wrapper.PCAWrapperDF property) (sklearndf.transformation.wrapper.PolynomialTransformerWrapperDF property) (sklearndf.transformation.wrapper.SingleColumnTransformerWrapperDF property) (sklearndf.transformation.wrapper.VectorizerWrapperDF property) (sklearndf.TransformerDF property) (sklearndf.wrapper.ClassifierWrapperDF property) (sklearndf.wrapper.ClusterWrapperDF property) (sklearndf.wrapper.EstimatorWrapperDF property) (sklearndf.wrapper.LearnerWrapperDF property) (sklearndf.wrapper.MetaEstimatorWrapperDF property) (sklearndf.wrapper.numpy.ClassifierNPDF property) (sklearndf.wrapper.numpy.EstimatorNPDF property) (sklearndf.wrapper.numpy.LearnerNPDF property) (sklearndf.wrapper.numpy.RegressorNPDF property) (sklearndf.wrapper.numpy.SupervisedLearnerNPDF property) (sklearndf.wrapper.numpy.TransformerNPDF property) (sklearndf.wrapper.RegressorWrapperDF property) (sklearndf.wrapper.stacking.StackingClassifierWrapperDF property) (sklearndf.wrapper.stacking.StackingEstimatorWrapperDF property) (sklearndf.wrapper.stacking.StackingRegressorWrapperDF property) (sklearndf.wrapper.SupervisedLearnerWrapperDF property) (sklearndf.wrapper.TransformerWrapperDF property)

IsomapDF (class in sklearndf.transformation) IsomapWrapperDF (class in sklearndf.transformation.wrapper) IsotonicRegressionDF (class in sklearndf.regression) IsotonicRegressionWrapperDF (class in sklearndf.regression.wrapper) iter_offset_ (sklearndf.transformation.MiniBatchDictionaryLearningDF property) IterativeImputerDF (class in sklearndf.transformation)

K

KBinsDiscretizerDF (class in sklearndf.transformation) KBinsDiscretizerWrapperDF (class in sklearndf.transformation.wrapper) kernel_ (sklearndf.classification.GaussianProcessClassifierDF property) KernelCentererDF (class in sklearndf.transformation) KernelPCADF (class in sklearndf.transformation)

KernelRidgeDF (class in sklearndf.regression) KMeansBaseWrapperDF (class in sklearndf.clustering.wrapper) KMeansDF (class in sklearndf.clustering) KNeighborsClassifierDF (class in sklearndf.classification) KNeighborsRegressorDF (class in sklearndf.regression) KNNImputerDF (class in sklearndf.transformation)

L

LabelBinarizerDF (class in sklearndf.transformation) LabelEncoderDF (class in sklearndf.transformation) LabelPropagationDF (class in sklearndf.classification) labels_ (sklearndf.ClusterDF property) (sklearndf.clustering.AffinityPropagationDF property) (sklearndf.clustering.AgglomerativeClusteringDF property) (sklearndf.clustering.BirchDF property) (sklearndf.clustering.BisectingKMeansDF property) (sklearndf.clustering.DBSCANDF property) (sklearndf.clustering.FeatureAgglomerationDF property) (sklearndf.clustering.KMeansDF property) (sklearndf.clustering.MeanShiftDF property) (sklearndf.clustering.MiniBatchKMeansDF property) (sklearndf.clustering.OPTICSDF property) (sklearndf.clustering.SpectralClusteringDF property) (sklearndf.clustering.wrapper.FeatureAgglomerationWrapperDF property) (sklearndf.clustering.wrapper.KMeansBaseWrapperDF property) (sklearndf.pipeline.ClusterPipelineDF property) (sklearndf.wrapper.ClusterWrapperDF property) LabelSpreadingDF (class in sklearndf.classification) LarsCVDF (class in sklearndf.regression) LarsDF (class in sklearndf.regression)

LassoCVDF (class in sklearndf.regression) LassoDF (class in sklearndf.regression) LassoLarsCVDF (class in sklearndf.regression) LassoLarsDF (class in sklearndf.regression) LassoLarsICDF (class in sklearndf.regression) LatentDirichletAllocationDF (class in sklearndf.transformation) LearnerDF (class in sklearndf) LearnerNPDF (class in sklearndf.wrapper.numpy) LearnerPipelineDF (class in sklearndf.pipeline) LearnerWrapperDF (class in sklearndf.wrapper) LeshyDF (class in sklearndf.transformation.extra) LGBMClassifierDF (class in sklearndf.classification.extra) LGBMRegressorDF (class in sklearndf.regression.extra) LinearDiscriminantAnalysisDF (class in sklearndf.classification) LinearDiscriminantAnalysisWrapperDF (class in sklearndf.classification.wrapper) LinearRegressionDF (class in sklearndf.regression) LinearSVCDF (class in sklearndf.classification) LinearSVRDF (class in sklearndf.regression) LocallyLinearEmbeddingDF (class in sklearndf.transformation) log_marginal_likelihood() (sklearndf.classification.GaussianProcessClassifierDF method) (sklearndf.regression.GaussianProcessRegressorDF method) LogisticRegressionCVDF (class in sklearndf.classification) LogisticRegressionDF (class in sklearndf.classification)

M

MaxAbsScalerDF (class in sklearndf.transformation) MeanShiftDF (class in sklearndf.clustering) MetaClassifierWrapperDF (class in sklearndf.classification.wrapper) MetaEstimatorWrapperDF (class in sklearndf.wrapper) MetaRegressorWrapperDF (class in sklearndf.regression.wrapper) MiniBatchDictionaryLearningDF (class in sklearndf.transformation) MiniBatchKMeansDF (class in sklearndf.clustering) MiniBatchNMFDF (class in sklearndf.transformation) MiniBatchSparsePCADF (class in sklearndf.transformation) MinMaxScalerDF (class in sklearndf.transformation) MissingEstimator (class in sklearndf.wrapper) MissingIndicatorDF (class in sklearndf.transformation) MissingIndicatorWrapperDF (class in sklearndf.transformation.wrapper) MLPClassifierDF (class in sklearndf.classification) MLPRegressorDF (class in sklearndf.regression) module sklearndf sklearndf.classification sklearndf.classification.extra sklearndf.classification.wrapper sklearndf.clustering sklearndf.clustering.wrapper sklearndf.pipeline sklearndf.pipeline.wrapper sklearndf.regression sklearndf.regression.extra sklearndf.regression.wrapper sklearndf.transformation sklearndf.transformation.extra sklearndf.transformation.extra.wrapper sklearndf.transformation.wrapper sklearndf.wrapper sklearndf.wrapper.numpy sklearndf.wrapper.stacking

mro() (sklearndf.wrapper.EstimatorWrapperDFMeta method) multilabel_ (sklearndf.classification.OneVsRestClassifierDF property) MultiLabelBinarizerDF (class in sklearndf.transformation) MultinomialNBDF (class in sklearndf.classification) MultiOutputClassifierDF (class in sklearndf.classification) MultiOutputClassifierWrapperDF (class in sklearndf.classification.wrapper) MultiOutputRegressorDF (class in sklearndf.regression) MultiOutputRegressorWrapperDF (class in sklearndf.regression.wrapper) MultiTaskElasticNetCVDF (class in sklearndf.regression) MultiTaskElasticNetDF (class in sklearndf.regression) MultiTaskLassoCVDF (class in sklearndf.regression) MultiTaskLassoDF (class in sklearndf.regression)

N

n_classes_ (sklearndf.classification.extra.LGBMClassifierDF property) (sklearndf.classification.OneVsOneClassifierDF property) (sklearndf.classification.OneVsRestClassifierDF property) n_components_ (sklearndf.transformation.SparseCoderDF property) n_features_ (sklearndf.transformation.PCADF property) n_features_in_ (sklearndf.classification.AdaBoostClassifierDF property) (sklearndf.classification.BaggingClassifierDF property) (sklearndf.classification.BernoulliNBDF property) (sklearndf.classification.CalibratedClassifierCVDF property) (sklearndf.classification.CategoricalNBDF property) (sklearndf.classification.ClassifierChainDF property) (sklearndf.classification.ComplementNBDF property) (sklearndf.classification.DecisionTreeClassifierDF property) (sklearndf.classification.DummyClassifierDF property) (sklearndf.classification.extra.LGBMClassifierDF property) (sklearndf.classification.extra.XGBClassifierDF property) (sklearndf.classification.ExtraTreeClassifierDF property) (sklearndf.classification.ExtraTreesClassifierDF property) (sklearndf.classification.GaussianNBDF property) (sklearndf.classification.GaussianProcessClassifierDF property) (sklearndf.classification.GradientBoostingClassifierDF property) (sklearndf.classification.HistGradientBoostingClassifierDF property) (sklearndf.classification.KNeighborsClassifierDF property) (sklearndf.classification.LabelPropagationDF property) (sklearndf.classification.LabelSpreadingDF property) (sklearndf.classification.LinearDiscriminantAnalysisDF property) (sklearndf.classification.LinearSVCDF property) (sklearndf.classification.LogisticRegressionCVDF property) (sklearndf.classification.LogisticRegressionDF property) (sklearndf.classification.MLPClassifierDF property) (sklearndf.classification.MultinomialNBDF property) (sklearndf.classification.MultiOutputClassifierDF property) (sklearndf.classification.NearestCentroidDF property) (sklearndf.classification.NuSVCDF property) (sklearndf.classification.OneVsOneClassifierDF property) (sklearndf.classification.OneVsRestClassifierDF property) (sklearndf.classification.OutputCodeClassifierDF property) (sklearndf.classification.PassiveAggressiveClassifierDF property) (sklearndf.classification.PerceptronDF property) (sklearndf.classification.QuadraticDiscriminantAnalysisDF property) (sklearndf.classification.RadiusNeighborsClassifierDF property) (sklearndf.classification.RandomForestClassifierDF property) (sklearndf.classification.RidgeClassifierCVDF property) (sklearndf.classification.RidgeClassifierDF property) (sklearndf.classification.SGDClassifierDF property) (sklearndf.classification.StackingClassifierDF property) (sklearndf.classification.SVCDF property) (sklearndf.classification.VotingClassifierDF property) (sklearndf.classification.wrapper.ClassifierChainWrapperDF property) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF property) (sklearndf.classification.wrapper.MetaClassifierWrapperDF property) (sklearndf.classification.wrapper.MultiOutputClassifierWrapperDF property) (sklearndf.classification.wrapper.PartialFitClassifierWrapperDF property) (sklearndf.ClassifierDF property) (sklearndf.ClusterDF property) (sklearndf.clustering.AffinityPropagationDF property) (sklearndf.clustering.AgglomerativeClusteringDF property) (sklearndf.clustering.BirchDF property) (sklearndf.clustering.BisectingKMeansDF property) (sklearndf.clustering.DBSCANDF property) (sklearndf.clustering.FeatureAgglomerationDF property) (sklearndf.clustering.KMeansDF property) (sklearndf.clustering.MeanShiftDF property) (sklearndf.clustering.MiniBatchKMeansDF property) (sklearndf.clustering.OPTICSDF property) (sklearndf.clustering.SpectralClusteringDF property) (sklearndf.clustering.wrapper.FeatureAgglomerationWrapperDF property) (sklearndf.clustering.wrapper.KMeansBaseWrapperDF property) (sklearndf.EstimatorDF property) (sklearndf.LearnerDF property) (sklearndf.pipeline.ClassifierPipelineDF property) (sklearndf.pipeline.ClusterPipelineDF property) (sklearndf.pipeline.FeatureUnionDF property) (sklearndf.pipeline.LearnerPipelineDF property) (sklearndf.pipeline.PipelineDF property) (sklearndf.pipeline.RegressorPipelineDF property) (sklearndf.pipeline.SupervisedLearnerPipelineDF property) (sklearndf.pipeline.wrapper.FeatureUnionSparseFrames property) (sklearndf.pipeline.wrapper.FeatureUnionWrapperDF property) (sklearndf.pipeline.wrapper.PipelineWrapperDF property) (sklearndf.regression.AdaBoostRegressorDF property) (sklearndf.regression.ARDRegressionDF property) (sklearndf.regression.BaggingRegressorDF property) (sklearndf.regression.BayesianRidgeDF property) (sklearndf.regression.CCADF property) (sklearndf.regression.DecisionTreeRegressorDF property) (sklearndf.regression.DummyRegressorDF property) (sklearndf.regression.ElasticNetCVDF property) (sklearndf.regression.ElasticNetDF property) (sklearndf.regression.extra.LGBMRegressorDF property) (sklearndf.regression.extra.XGBRegressorDF property) (sklearndf.regression.ExtraTreeRegressorDF property) (sklearndf.regression.ExtraTreesRegressorDF property) (sklearndf.regression.GammaRegressorDF property) (sklearndf.regression.GaussianProcessRegressorDF property) (sklearndf.regression.GradientBoostingRegressorDF property) (sklearndf.regression.HistGradientBoostingRegressorDF property) (sklearndf.regression.HuberRegressorDF property) (sklearndf.regression.IsotonicRegressionDF property) (sklearndf.regression.KernelRidgeDF property) (sklearndf.regression.KNeighborsRegressorDF property) (sklearndf.regression.LarsCVDF property) (sklearndf.regression.LarsDF property) (sklearndf.regression.LassoCVDF property) (sklearndf.regression.LassoDF property) (sklearndf.regression.LassoLarsCVDF property) (sklearndf.regression.LassoLarsDF property) (sklearndf.regression.LassoLarsICDF property) (sklearndf.regression.LinearRegressionDF property) (sklearndf.regression.LinearSVRDF property) (sklearndf.regression.MLPRegressorDF property) (sklearndf.regression.MultiOutputRegressorDF property) (sklearndf.regression.MultiTaskElasticNetCVDF property) (sklearndf.regression.MultiTaskElasticNetDF property) (sklearndf.regression.MultiTaskLassoCVDF property) (sklearndf.regression.MultiTaskLassoDF property) (sklearndf.regression.NuSVRDF property) (sklearndf.regression.OrthogonalMatchingPursuitCVDF property) (sklearndf.regression.OrthogonalMatchingPursuitDF property) (sklearndf.regression.PassiveAggressiveRegressorDF property) (sklearndf.regression.PLSCanonicalDF property) (sklearndf.regression.PLSRegressionDF property) (sklearndf.regression.PoissonRegressorDF property) (sklearndf.regression.QuantileRegressorDF property) (sklearndf.regression.RadiusNeighborsRegressorDF property) (sklearndf.regression.RandomForestRegressorDF property) (sklearndf.regression.RANSACRegressorDF property) (sklearndf.regression.RegressorChainDF property) (sklearndf.regression.RidgeCVDF property) (sklearndf.regression.RidgeDF property) (sklearndf.regression.SGDRegressorDF property) (sklearndf.regression.StackingRegressorDF property) (sklearndf.regression.SVRDF property) (sklearndf.regression.TheilSenRegressorDF property) (sklearndf.regression.TransformedTargetRegressorDF property) (sklearndf.regression.TweedieRegressorDF property) (sklearndf.regression.VotingRegressorDF property) (sklearndf.regression.wrapper.IsotonicRegressionWrapperDF property) (sklearndf.regression.wrapper.MetaRegressorWrapperDF property) (sklearndf.regression.wrapper.MultiOutputRegressorWrapperDF property) (sklearndf.regression.wrapper.PartialFitRegressorWrapperDF property) (sklearndf.regression.wrapper.RegressorTransformerWrapperDF property) (sklearndf.RegressorDF property) (sklearndf.SupervisedLearnerDF property) (sklearndf.transformation.AdditiveChi2SamplerDF property) (sklearndf.transformation.BernoulliRBMDF property) (sklearndf.transformation.BinarizerDF property) (sklearndf.transformation.ColumnTransformerDF property) (sklearndf.transformation.CountVectorizerDF property) (sklearndf.transformation.DictionaryLearningDF property) (sklearndf.transformation.DictVectorizerDF property) (sklearndf.transformation.extra.BoostAGrootaDF property) (sklearndf.transformation.extra.BorutaDF property) (sklearndf.transformation.extra.GrootCVDF property) (sklearndf.transformation.extra.LeshyDF property) (sklearndf.transformation.extra.wrapper.ARFSWrapperDF property) (sklearndf.transformation.extra.wrapper.BorutaPyWrapperDF property) (sklearndf.transformation.FactorAnalysisDF property) (sklearndf.transformation.FastICADF property) (sklearndf.transformation.FeatureHasherDF property) (sklearndf.transformation.FunctionTransformerDF property) (sklearndf.transformation.GaussianRandomProjectionDF property) (sklearndf.transformation.GenericUnivariateSelectDF property) (sklearndf.transformation.HashingVectorizerDF property) (sklearndf.transformation.IncrementalPCADF property) (sklearndf.transformation.IsomapDF property) (sklearndf.transformation.IterativeImputerDF property) (sklearndf.transformation.KBinsDiscretizerDF property) (sklearndf.transformation.KernelCentererDF property) (sklearndf.transformation.KernelPCADF property) (sklearndf.transformation.KNNImputerDF property) (sklearndf.transformation.LabelBinarizerDF property) (sklearndf.transformation.LabelEncoderDF property) (sklearndf.transformation.LatentDirichletAllocationDF property) (sklearndf.transformation.LocallyLinearEmbeddingDF property) (sklearndf.transformation.MaxAbsScalerDF property) (sklearndf.transformation.MiniBatchDictionaryLearningDF property) (sklearndf.transformation.MiniBatchNMFDF property) (sklearndf.transformation.MiniBatchSparsePCADF property) (sklearndf.transformation.MinMaxScalerDF property) (sklearndf.transformation.MissingIndicatorDF property) (sklearndf.transformation.MultiLabelBinarizerDF property) (sklearndf.transformation.NeighborhoodComponentsAnalysisDF property) (sklearndf.transformation.NMFDF property) (sklearndf.transformation.NormalizerDF property) (sklearndf.transformation.NystroemDF property) (sklearndf.transformation.OneHotEncoderDF property) (sklearndf.transformation.OrdinalEncoderDF property) (sklearndf.transformation.PCADF property) (sklearndf.transformation.PLSSVDDF property) (sklearndf.transformation.PolynomialCountSketchDF property) (sklearndf.transformation.PolynomialFeaturesDF property) (sklearndf.transformation.PowerTransformerDF property) (sklearndf.transformation.QuantileTransformerDF property) (sklearndf.transformation.RandomTreesEmbeddingDF property) (sklearndf.transformation.RBFSamplerDF property) (sklearndf.transformation.RFECVDF property) (sklearndf.transformation.RFEDF property) (sklearndf.transformation.RobustScalerDF property) (sklearndf.transformation.SelectFdrDF property) (sklearndf.transformation.SelectFprDF property) (sklearndf.transformation.SelectFromModelDF property) (sklearndf.transformation.SelectFweDF property) (sklearndf.transformation.SelectKBestDF property) (sklearndf.transformation.SelectPercentileDF property) (sklearndf.transformation.SequentialFeatureSelectorDF property) (sklearndf.transformation.SimpleImputerDF property) (sklearndf.transformation.SkewedChi2SamplerDF property) (sklearndf.transformation.SparseCoderDF property) (sklearndf.transformation.SparsePCADF property) (sklearndf.transformation.SparseRandomProjectionDF property) (sklearndf.transformation.SplineTransformerDF property) (sklearndf.transformation.StandardScalerDF property) (sklearndf.transformation.TfidfTransformerDF property) (sklearndf.transformation.TfidfVectorizerDF property) (sklearndf.transformation.TruncatedSVDDF property) (sklearndf.transformation.VarianceThresholdDF property) (sklearndf.transformation.wrapper.AdditiveChi2SamplerWrapperDF property) (sklearndf.transformation.wrapper.BaseMultiOutputWrapperDF 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(sklearndf.transformation.wrapper.OneHotEncoderWrapperDF property) (sklearndf.transformation.wrapper.PCAWrapperDF property) (sklearndf.transformation.wrapper.PolynomialTransformerWrapperDF property) (sklearndf.transformation.wrapper.SingleColumnTransformerWrapperDF property) (sklearndf.transformation.wrapper.VectorizerWrapperDF property) (sklearndf.TransformerDF property) (sklearndf.wrapper.ClassifierWrapperDF property) (sklearndf.wrapper.ClusterWrapperDF property) (sklearndf.wrapper.EstimatorWrapperDF property) (sklearndf.wrapper.LearnerWrapperDF property) (sklearndf.wrapper.MetaEstimatorWrapperDF property) (sklearndf.wrapper.numpy.ClassifierNPDF property) (sklearndf.wrapper.numpy.EstimatorNPDF property) (sklearndf.wrapper.numpy.LearnerNPDF property) (sklearndf.wrapper.numpy.RegressorNPDF property) (sklearndf.wrapper.numpy.SupervisedLearnerNPDF property) (sklearndf.wrapper.numpy.TransformerNPDF property) (sklearndf.wrapper.RegressorWrapperDF property) (sklearndf.wrapper.stacking.StackingClassifierWrapperDF property) (sklearndf.wrapper.stacking.StackingEstimatorWrapperDF property) (sklearndf.wrapper.stacking.StackingRegressorWrapperDF property) (sklearndf.wrapper.SupervisedLearnerWrapperDF property) (sklearndf.wrapper.TransformerWrapperDF property) n_outputs_ (sklearndf.classification.AdaBoostClassifierDF property) (sklearndf.classification.BaggingClassifierDF property) (sklearndf.classification.BernoulliNBDF property) (sklearndf.classification.CalibratedClassifierCVDF property) (sklearndf.classification.CategoricalNBDF property) (sklearndf.classification.ClassifierChainDF property) (sklearndf.classification.ComplementNBDF property) (sklearndf.classification.DecisionTreeClassifierDF property) (sklearndf.classification.DummyClassifierDF property) (sklearndf.classification.extra.LGBMClassifierDF property) (sklearndf.classification.extra.XGBClassifierDF property) (sklearndf.classification.ExtraTreeClassifierDF property) (sklearndf.classification.ExtraTreesClassifierDF property) (sklearndf.classification.GaussianNBDF property) (sklearndf.classification.GaussianProcessClassifierDF property) (sklearndf.classification.GradientBoostingClassifierDF property) (sklearndf.classification.HistGradientBoostingClassifierDF property) (sklearndf.classification.KNeighborsClassifierDF property) (sklearndf.classification.LabelPropagationDF property) (sklearndf.classification.LabelSpreadingDF property) (sklearndf.classification.LinearDiscriminantAnalysisDF property) (sklearndf.classification.LinearSVCDF property) (sklearndf.classification.LogisticRegressionCVDF property) (sklearndf.classification.LogisticRegressionDF property) (sklearndf.classification.MLPClassifierDF property) (sklearndf.classification.MultinomialNBDF property) (sklearndf.classification.MultiOutputClassifierDF property) (sklearndf.classification.NearestCentroidDF property) (sklearndf.classification.NuSVCDF property) (sklearndf.classification.OneVsOneClassifierDF property) (sklearndf.classification.OneVsRestClassifierDF property) (sklearndf.classification.OutputCodeClassifierDF property) (sklearndf.classification.PassiveAggressiveClassifierDF property) (sklearndf.classification.PerceptronDF property) (sklearndf.classification.QuadraticDiscriminantAnalysisDF property) (sklearndf.classification.RadiusNeighborsClassifierDF property) (sklearndf.classification.RandomForestClassifierDF property) (sklearndf.classification.RidgeClassifierCVDF property) (sklearndf.classification.RidgeClassifierDF property) (sklearndf.classification.SGDClassifierDF property) (sklearndf.classification.StackingClassifierDF property) (sklearndf.classification.SVCDF property) (sklearndf.classification.VotingClassifierDF property) (sklearndf.classification.wrapper.ClassifierChainWrapperDF property) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF property) (sklearndf.classification.wrapper.MetaClassifierWrapperDF property) (sklearndf.classification.wrapper.MultiOutputClassifierWrapperDF property) (sklearndf.classification.wrapper.PartialFitClassifierWrapperDF property) (sklearndf.ClassifierDF property) (sklearndf.ClusterDF property) (sklearndf.clustering.AffinityPropagationDF property) (sklearndf.clustering.AgglomerativeClusteringDF property) (sklearndf.clustering.BirchDF property) (sklearndf.clustering.BisectingKMeansDF property) (sklearndf.clustering.DBSCANDF property) (sklearndf.clustering.FeatureAgglomerationDF property) (sklearndf.clustering.KMeansDF property) (sklearndf.clustering.MeanShiftDF property) (sklearndf.clustering.MiniBatchKMeansDF property) (sklearndf.clustering.OPTICSDF property) (sklearndf.clustering.SpectralClusteringDF property) (sklearndf.clustering.wrapper.FeatureAgglomerationWrapperDF property) (sklearndf.clustering.wrapper.KMeansBaseWrapperDF property) (sklearndf.EstimatorDF property) (sklearndf.LearnerDF property) (sklearndf.pipeline.ClassifierPipelineDF property) (sklearndf.pipeline.ClusterPipelineDF property) (sklearndf.pipeline.FeatureUnionDF property) (sklearndf.pipeline.LearnerPipelineDF property) (sklearndf.pipeline.PipelineDF property) (sklearndf.pipeline.RegressorPipelineDF property) (sklearndf.pipeline.SupervisedLearnerPipelineDF property) (sklearndf.pipeline.wrapper.FeatureUnionWrapperDF property) (sklearndf.pipeline.wrapper.PipelineWrapperDF property) (sklearndf.regression.AdaBoostRegressorDF property) (sklearndf.regression.ARDRegressionDF property) (sklearndf.regression.BaggingRegressorDF property) (sklearndf.regression.BayesianRidgeDF property) (sklearndf.regression.CCADF property) (sklearndf.regression.DecisionTreeRegressorDF property) (sklearndf.regression.DummyRegressorDF property) (sklearndf.regression.ElasticNetCVDF property) (sklearndf.regression.ElasticNetDF property) (sklearndf.regression.extra.LGBMRegressorDF property) (sklearndf.regression.extra.XGBRegressorDF property) (sklearndf.regression.ExtraTreeRegressorDF property) (sklearndf.regression.ExtraTreesRegressorDF property) (sklearndf.regression.GammaRegressorDF property) (sklearndf.regression.GaussianProcessRegressorDF property) (sklearndf.regression.GradientBoostingRegressorDF property) (sklearndf.regression.HistGradientBoostingRegressorDF property) (sklearndf.regression.HuberRegressorDF property) (sklearndf.regression.IsotonicRegressionDF property) (sklearndf.regression.KernelRidgeDF property) (sklearndf.regression.KNeighborsRegressorDF property) (sklearndf.regression.LarsCVDF property) (sklearndf.regression.LarsDF property) (sklearndf.regression.LassoCVDF property) (sklearndf.regression.LassoDF property) (sklearndf.regression.LassoLarsCVDF property) (sklearndf.regression.LassoLarsDF property) (sklearndf.regression.LassoLarsICDF property) (sklearndf.regression.LinearRegressionDF property) (sklearndf.regression.LinearSVRDF property) (sklearndf.regression.MLPRegressorDF property) (sklearndf.regression.MultiOutputRegressorDF property) (sklearndf.regression.MultiTaskElasticNetCVDF property) (sklearndf.regression.MultiTaskElasticNetDF property) (sklearndf.regression.MultiTaskLassoCVDF property) (sklearndf.regression.MultiTaskLassoDF property) (sklearndf.regression.NuSVRDF property) (sklearndf.regression.OrthogonalMatchingPursuitCVDF property) (sklearndf.regression.OrthogonalMatchingPursuitDF property) (sklearndf.regression.PassiveAggressiveRegressorDF property) (sklearndf.regression.PLSCanonicalDF property) (sklearndf.regression.PLSRegressionDF property) (sklearndf.regression.PoissonRegressorDF property) (sklearndf.regression.QuantileRegressorDF property) (sklearndf.regression.RadiusNeighborsRegressorDF property) (sklearndf.regression.RandomForestRegressorDF property) (sklearndf.regression.RANSACRegressorDF property) (sklearndf.regression.RegressorChainDF property) (sklearndf.regression.RidgeCVDF property) (sklearndf.regression.RidgeDF property) (sklearndf.regression.SGDRegressorDF property) (sklearndf.regression.StackingRegressorDF property) (sklearndf.regression.SVRDF property) (sklearndf.regression.TheilSenRegressorDF property) (sklearndf.regression.TransformedTargetRegressorDF property) (sklearndf.regression.TweedieRegressorDF property) (sklearndf.regression.VotingRegressorDF property) (sklearndf.regression.wrapper.IsotonicRegressionWrapperDF property) (sklearndf.regression.wrapper.MetaRegressorWrapperDF property) (sklearndf.regression.wrapper.MultiOutputRegressorWrapperDF property) (sklearndf.regression.wrapper.PartialFitRegressorWrapperDF property) (sklearndf.regression.wrapper.RegressorTransformerWrapperDF property) (sklearndf.RegressorDF property) (sklearndf.SupervisedLearnerDF property) (sklearndf.transformation.AdditiveChi2SamplerDF property) (sklearndf.transformation.BernoulliRBMDF property) (sklearndf.transformation.BinarizerDF property) (sklearndf.transformation.ColumnTransformerDF property) (sklearndf.transformation.CountVectorizerDF property) (sklearndf.transformation.DictionaryLearningDF property) (sklearndf.transformation.DictVectorizerDF property) (sklearndf.transformation.extra.BoostAGrootaDF property) (sklearndf.transformation.extra.BorutaDF property) (sklearndf.transformation.extra.GrootCVDF property) (sklearndf.transformation.extra.LeshyDF property) (sklearndf.transformation.extra.wrapper.ARFSWrapperDF property) (sklearndf.transformation.extra.wrapper.BorutaPyWrapperDF property) (sklearndf.transformation.FactorAnalysisDF property) (sklearndf.transformation.FastICADF property) (sklearndf.transformation.FeatureHasherDF property) (sklearndf.transformation.FunctionTransformerDF property) (sklearndf.transformation.GaussianRandomProjectionDF property) (sklearndf.transformation.GenericUnivariateSelectDF property) (sklearndf.transformation.HashingVectorizerDF property) (sklearndf.transformation.IncrementalPCADF property) (sklearndf.transformation.IsomapDF property) (sklearndf.transformation.IterativeImputerDF property) (sklearndf.transformation.KBinsDiscretizerDF property) (sklearndf.transformation.KernelCentererDF property) (sklearndf.transformation.KernelPCADF property) (sklearndf.transformation.KNNImputerDF property) (sklearndf.transformation.LabelBinarizerDF property) (sklearndf.transformation.LabelEncoderDF property) (sklearndf.transformation.LatentDirichletAllocationDF property) (sklearndf.transformation.LocallyLinearEmbeddingDF property) (sklearndf.transformation.MaxAbsScalerDF property) (sklearndf.transformation.MiniBatchDictionaryLearningDF property) (sklearndf.transformation.MiniBatchNMFDF property) (sklearndf.transformation.MiniBatchSparsePCADF property) (sklearndf.transformation.MinMaxScalerDF property) (sklearndf.transformation.MissingIndicatorDF property) (sklearndf.transformation.MultiLabelBinarizerDF property) (sklearndf.transformation.NeighborhoodComponentsAnalysisDF property) (sklearndf.transformation.NMFDF property) (sklearndf.transformation.NormalizerDF property) (sklearndf.transformation.NystroemDF property) (sklearndf.transformation.OneHotEncoderDF property) (sklearndf.transformation.OrdinalEncoderDF property) (sklearndf.transformation.PCADF property) (sklearndf.transformation.PLSSVDDF property) (sklearndf.transformation.PolynomialCountSketchDF property) (sklearndf.transformation.PolynomialFeaturesDF property) (sklearndf.transformation.PowerTransformerDF property) (sklearndf.transformation.QuantileTransformerDF property) (sklearndf.transformation.RandomTreesEmbeddingDF property) (sklearndf.transformation.RBFSamplerDF property) (sklearndf.transformation.RFECVDF property) (sklearndf.transformation.RFEDF property) (sklearndf.transformation.RobustScalerDF property) (sklearndf.transformation.SelectFdrDF property) (sklearndf.transformation.SelectFprDF property) (sklearndf.transformation.SelectFromModelDF property) (sklearndf.transformation.SelectFweDF property) (sklearndf.transformation.SelectKBestDF property) (sklearndf.transformation.SelectPercentileDF property) (sklearndf.transformation.SequentialFeatureSelectorDF property) (sklearndf.transformation.SimpleImputerDF property) (sklearndf.transformation.SkewedChi2SamplerDF property) (sklearndf.transformation.SparseCoderDF property) (sklearndf.transformation.SparsePCADF property) (sklearndf.transformation.SparseRandomProjectionDF property) (sklearndf.transformation.SplineTransformerDF property) (sklearndf.transformation.StandardScalerDF property) (sklearndf.transformation.TfidfTransformerDF property) (sklearndf.transformation.TfidfVectorizerDF property) (sklearndf.transformation.TruncatedSVDDF property) (sklearndf.transformation.VarianceThresholdDF property) (sklearndf.transformation.wrapper.AdditiveChi2SamplerWrapperDF property) (sklearndf.transformation.wrapper.BaseMultiOutputWrapperDF property) (sklearndf.transformation.wrapper.BaseMultipleInputsPerOutputTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnPreservingTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnSubsetTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnTransformerWrapperDF property) (sklearndf.transformation.wrapper.ComponentsDimensionalityReductionWrapperDF property) (sklearndf.transformation.wrapper.EmbeddingWrapperDF property) (sklearndf.transformation.wrapper.FeatureSelectionWrapperDF property) (sklearndf.transformation.wrapper.ImputerWrapperDF property) (sklearndf.transformation.wrapper.IsomapWrapperDF property) (sklearndf.transformation.wrapper.KBinsDiscretizerWrapperDF property) (sklearndf.transformation.wrapper.MissingIndicatorWrapperDF property) (sklearndf.transformation.wrapper.NComponentsDimensionalityReductionWrapperDF property) (sklearndf.transformation.wrapper.NumpyTransformerWrapperDF property) (sklearndf.transformation.wrapper.OneHotEncoderWrapperDF property) (sklearndf.transformation.wrapper.PCAWrapperDF property) (sklearndf.transformation.wrapper.PolynomialTransformerWrapperDF property) (sklearndf.transformation.wrapper.SingleColumnTransformerWrapperDF property) (sklearndf.transformation.wrapper.VectorizerWrapperDF property) (sklearndf.TransformerDF property) (sklearndf.wrapper.ClassifierWrapperDF property) (sklearndf.wrapper.ClusterWrapperDF property) (sklearndf.wrapper.EstimatorWrapperDF property) (sklearndf.wrapper.LearnerWrapperDF property) (sklearndf.wrapper.MetaEstimatorWrapperDF property) (sklearndf.wrapper.numpy.ClassifierNPDF property) (sklearndf.wrapper.numpy.EstimatorNPDF property) (sklearndf.wrapper.numpy.LearnerNPDF property) (sklearndf.wrapper.numpy.RegressorNPDF property) (sklearndf.wrapper.numpy.SupervisedLearnerNPDF property) (sklearndf.wrapper.numpy.TransformerNPDF property) (sklearndf.wrapper.RegressorWrapperDF property) (sklearndf.wrapper.stacking.StackingClassifierWrapperDF property) (sklearndf.wrapper.stacking.StackingEstimatorWrapperDF property) (sklearndf.wrapper.stacking.StackingRegressorWrapperDF property) (sklearndf.wrapper.SupervisedLearnerWrapperDF property) (sklearndf.wrapper.TransformerWrapperDF property)

named_steps (sklearndf.pipeline.PipelineDF property) named_transformers_ (sklearndf.transformation.wrapper.ColumnTransformerSparseFrames property) native_estimator (sklearndf.classification.AdaBoostClassifierDF property) (sklearndf.classification.BaggingClassifierDF property) (sklearndf.classification.BernoulliNBDF property) (sklearndf.classification.CalibratedClassifierCVDF property) (sklearndf.classification.CategoricalNBDF property) (sklearndf.classification.ClassifierChainDF property) (sklearndf.classification.ComplementNBDF property) (sklearndf.classification.DecisionTreeClassifierDF property) (sklearndf.classification.DummyClassifierDF property) (sklearndf.classification.extra.LGBMClassifierDF property) (sklearndf.classification.extra.XGBClassifierDF property) (sklearndf.classification.ExtraTreeClassifierDF property) (sklearndf.classification.ExtraTreesClassifierDF property) (sklearndf.classification.GaussianNBDF property) (sklearndf.classification.GaussianProcessClassifierDF property) (sklearndf.classification.GradientBoostingClassifierDF property) (sklearndf.classification.HistGradientBoostingClassifierDF property) (sklearndf.classification.KNeighborsClassifierDF property) (sklearndf.classification.LabelPropagationDF property) (sklearndf.classification.LabelSpreadingDF property) (sklearndf.classification.LinearDiscriminantAnalysisDF property) (sklearndf.classification.LinearSVCDF property) (sklearndf.classification.LogisticRegressionCVDF property) (sklearndf.classification.LogisticRegressionDF property) (sklearndf.classification.MLPClassifierDF property) (sklearndf.classification.MultinomialNBDF property) (sklearndf.classification.MultiOutputClassifierDF property) (sklearndf.classification.NearestCentroidDF property) (sklearndf.classification.NuSVCDF property) (sklearndf.classification.OneVsOneClassifierDF property) (sklearndf.classification.OneVsRestClassifierDF property) (sklearndf.classification.OutputCodeClassifierDF property) (sklearndf.classification.PassiveAggressiveClassifierDF property) (sklearndf.classification.PerceptronDF property) (sklearndf.classification.QuadraticDiscriminantAnalysisDF property) (sklearndf.classification.RadiusNeighborsClassifierDF property) (sklearndf.classification.RandomForestClassifierDF property) (sklearndf.classification.RidgeClassifierCVDF property) (sklearndf.classification.RidgeClassifierDF property) (sklearndf.classification.SGDClassifierDF property) (sklearndf.classification.StackingClassifierDF property) (sklearndf.classification.SVCDF property) (sklearndf.classification.VotingClassifierDF property) (sklearndf.classification.wrapper.ClassifierChainWrapperDF property) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF property) (sklearndf.classification.wrapper.MetaClassifierWrapperDF property) (sklearndf.classification.wrapper.MultiOutputClassifierWrapperDF property) (sklearndf.classification.wrapper.PartialFitClassifierWrapperDF property) (sklearndf.ClassifierDF property) (sklearndf.ClusterDF property) (sklearndf.clustering.AffinityPropagationDF property) (sklearndf.clustering.AgglomerativeClusteringDF property) (sklearndf.clustering.BirchDF property) (sklearndf.clustering.BisectingKMeansDF property) (sklearndf.clustering.DBSCANDF property) (sklearndf.clustering.FeatureAgglomerationDF property) (sklearndf.clustering.KMeansDF property) (sklearndf.clustering.MeanShiftDF property) (sklearndf.clustering.MiniBatchKMeansDF property) (sklearndf.clustering.OPTICSDF property) (sklearndf.clustering.SpectralClusteringDF property) (sklearndf.clustering.wrapper.FeatureAgglomerationWrapperDF property) (sklearndf.clustering.wrapper.KMeansBaseWrapperDF property) (sklearndf.EstimatorDF property) (sklearndf.LearnerDF property) (sklearndf.pipeline.ClassifierPipelineDF property) (sklearndf.pipeline.ClusterPipelineDF property) (sklearndf.pipeline.FeatureUnionDF property) (sklearndf.pipeline.LearnerPipelineDF property) (sklearndf.pipeline.PipelineDF property) (sklearndf.pipeline.RegressorPipelineDF property) (sklearndf.pipeline.SupervisedLearnerPipelineDF property) (sklearndf.pipeline.wrapper.FeatureUnionWrapperDF property) (sklearndf.pipeline.wrapper.PipelineWrapperDF property) (sklearndf.regression.AdaBoostRegressorDF property) (sklearndf.regression.ARDRegressionDF property) (sklearndf.regression.BaggingRegressorDF property) (sklearndf.regression.BayesianRidgeDF property) (sklearndf.regression.CCADF property) (sklearndf.regression.DecisionTreeRegressorDF property) (sklearndf.regression.DummyRegressorDF property) (sklearndf.regression.ElasticNetCVDF property) (sklearndf.regression.ElasticNetDF property) (sklearndf.regression.extra.LGBMRegressorDF property) (sklearndf.regression.extra.XGBRegressorDF property) (sklearndf.regression.ExtraTreeRegressorDF property) (sklearndf.regression.ExtraTreesRegressorDF property) (sklearndf.regression.GammaRegressorDF property) (sklearndf.regression.GaussianProcessRegressorDF property) (sklearndf.regression.GradientBoostingRegressorDF property) (sklearndf.regression.HistGradientBoostingRegressorDF property) (sklearndf.regression.HuberRegressorDF property) (sklearndf.regression.IsotonicRegressionDF property) (sklearndf.regression.KernelRidgeDF property) (sklearndf.regression.KNeighborsRegressorDF property) (sklearndf.regression.LarsCVDF property) (sklearndf.regression.LarsDF property) (sklearndf.regression.LassoCVDF property) (sklearndf.regression.LassoDF property) (sklearndf.regression.LassoLarsCVDF property) (sklearndf.regression.LassoLarsDF property) (sklearndf.regression.LassoLarsICDF property) (sklearndf.regression.LinearRegressionDF property) (sklearndf.regression.LinearSVRDF property) (sklearndf.regression.MLPRegressorDF property) (sklearndf.regression.MultiOutputRegressorDF property) (sklearndf.regression.MultiTaskElasticNetCVDF property) (sklearndf.regression.MultiTaskElasticNetDF property) (sklearndf.regression.MultiTaskLassoCVDF property) (sklearndf.regression.MultiTaskLassoDF property) (sklearndf.regression.NuSVRDF property) (sklearndf.regression.OrthogonalMatchingPursuitCVDF property) (sklearndf.regression.OrthogonalMatchingPursuitDF property) (sklearndf.regression.PassiveAggressiveRegressorDF property) (sklearndf.regression.PLSCanonicalDF property) (sklearndf.regression.PLSRegressionDF property) (sklearndf.regression.PoissonRegressorDF property) (sklearndf.regression.QuantileRegressorDF property) (sklearndf.regression.RadiusNeighborsRegressorDF property) (sklearndf.regression.RandomForestRegressorDF property) (sklearndf.regression.RANSACRegressorDF property) (sklearndf.regression.RegressorChainDF property) (sklearndf.regression.RidgeCVDF property) (sklearndf.regression.RidgeDF property) (sklearndf.regression.SGDRegressorDF property) (sklearndf.regression.StackingRegressorDF property) (sklearndf.regression.SVRDF property) (sklearndf.regression.TheilSenRegressorDF property) (sklearndf.regression.TransformedTargetRegressorDF property) (sklearndf.regression.TweedieRegressorDF property) (sklearndf.regression.VotingRegressorDF property) (sklearndf.regression.wrapper.IsotonicRegressionWrapperDF property) (sklearndf.regression.wrapper.MetaRegressorWrapperDF property) (sklearndf.regression.wrapper.MultiOutputRegressorWrapperDF property) (sklearndf.regression.wrapper.PartialFitRegressorWrapperDF property) (sklearndf.regression.wrapper.RegressorTransformerWrapperDF property) (sklearndf.RegressorDF property) (sklearndf.SupervisedLearnerDF property) (sklearndf.transformation.AdditiveChi2SamplerDF property) (sklearndf.transformation.BernoulliRBMDF property) (sklearndf.transformation.BinarizerDF property) (sklearndf.transformation.ColumnTransformerDF property) (sklearndf.transformation.CountVectorizerDF property) (sklearndf.transformation.DictionaryLearningDF property) (sklearndf.transformation.DictVectorizerDF property) (sklearndf.transformation.extra.BoostAGrootaDF property) (sklearndf.transformation.extra.BorutaDF property) (sklearndf.transformation.extra.GrootCVDF property) (sklearndf.transformation.extra.LeshyDF property) (sklearndf.transformation.extra.wrapper.ARFSWrapperDF property) (sklearndf.transformation.extra.wrapper.BorutaPyWrapperDF property) (sklearndf.transformation.FactorAnalysisDF property) (sklearndf.transformation.FastICADF property) (sklearndf.transformation.FeatureHasherDF property) (sklearndf.transformation.FunctionTransformerDF property) (sklearndf.transformation.GaussianRandomProjectionDF property) (sklearndf.transformation.GenericUnivariateSelectDF property) (sklearndf.transformation.HashingVectorizerDF property) (sklearndf.transformation.IncrementalPCADF property) (sklearndf.transformation.IsomapDF property) (sklearndf.transformation.IterativeImputerDF property) (sklearndf.transformation.KBinsDiscretizerDF property) (sklearndf.transformation.KernelCentererDF property) (sklearndf.transformation.KernelPCADF property) (sklearndf.transformation.KNNImputerDF property) (sklearndf.transformation.LabelBinarizerDF property) (sklearndf.transformation.LabelEncoderDF property) (sklearndf.transformation.LatentDirichletAllocationDF property) (sklearndf.transformation.LocallyLinearEmbeddingDF property) (sklearndf.transformation.MaxAbsScalerDF property) (sklearndf.transformation.MiniBatchDictionaryLearningDF property) (sklearndf.transformation.MiniBatchNMFDF property) (sklearndf.transformation.MiniBatchSparsePCADF property) (sklearndf.transformation.MinMaxScalerDF property) (sklearndf.transformation.MissingIndicatorDF property) (sklearndf.transformation.MultiLabelBinarizerDF property) (sklearndf.transformation.NeighborhoodComponentsAnalysisDF property) (sklearndf.transformation.NMFDF property) (sklearndf.transformation.NormalizerDF property) (sklearndf.transformation.NystroemDF property) (sklearndf.transformation.OneHotEncoderDF property) (sklearndf.transformation.OrdinalEncoderDF property) (sklearndf.transformation.PCADF property) (sklearndf.transformation.PLSSVDDF property) (sklearndf.transformation.PolynomialCountSketchDF property) (sklearndf.transformation.PolynomialFeaturesDF property) (sklearndf.transformation.PowerTransformerDF property) (sklearndf.transformation.QuantileTransformerDF property) (sklearndf.transformation.RandomTreesEmbeddingDF property) (sklearndf.transformation.RBFSamplerDF property) (sklearndf.transformation.RFECVDF property) (sklearndf.transformation.RFEDF property) (sklearndf.transformation.RobustScalerDF property) (sklearndf.transformation.SelectFdrDF property) (sklearndf.transformation.SelectFprDF property) (sklearndf.transformation.SelectFromModelDF property) (sklearndf.transformation.SelectFweDF property) (sklearndf.transformation.SelectKBestDF property) (sklearndf.transformation.SelectPercentileDF property) (sklearndf.transformation.SequentialFeatureSelectorDF property) (sklearndf.transformation.SimpleImputerDF property) (sklearndf.transformation.SkewedChi2SamplerDF property) (sklearndf.transformation.SparseCoderDF property) (sklearndf.transformation.SparsePCADF property) (sklearndf.transformation.SparseRandomProjectionDF property) (sklearndf.transformation.SplineTransformerDF property) (sklearndf.transformation.StandardScalerDF property) (sklearndf.transformation.TfidfTransformerDF property) (sklearndf.transformation.TfidfVectorizerDF property) (sklearndf.transformation.TruncatedSVDDF property) (sklearndf.transformation.VarianceThresholdDF property) (sklearndf.transformation.wrapper.AdditiveChi2SamplerWrapperDF property) (sklearndf.transformation.wrapper.BaseMultiOutputWrapperDF property) (sklearndf.transformation.wrapper.BaseMultipleInputsPerOutputTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnPreservingTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnSubsetTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnTransformerWrapperDF property) (sklearndf.transformation.wrapper.ComponentsDimensionalityReductionWrapperDF property) (sklearndf.transformation.wrapper.EmbeddingWrapperDF property) (sklearndf.transformation.wrapper.FeatureSelectionWrapperDF property) (sklearndf.transformation.wrapper.ImputerWrapperDF property) (sklearndf.transformation.wrapper.IsomapWrapperDF property) (sklearndf.transformation.wrapper.KBinsDiscretizerWrapperDF property) (sklearndf.transformation.wrapper.MissingIndicatorWrapperDF property) (sklearndf.transformation.wrapper.NComponentsDimensionalityReductionWrapperDF property) (sklearndf.transformation.wrapper.NumpyTransformerWrapperDF property) (sklearndf.transformation.wrapper.OneHotEncoderWrapperDF property) (sklearndf.transformation.wrapper.PCAWrapperDF property) (sklearndf.transformation.wrapper.PolynomialTransformerWrapperDF property) (sklearndf.transformation.wrapper.SingleColumnTransformerWrapperDF property) (sklearndf.transformation.wrapper.VectorizerWrapperDF property) (sklearndf.TransformerDF property) (sklearndf.wrapper.ClassifierWrapperDF property) (sklearndf.wrapper.ClusterWrapperDF property) (sklearndf.wrapper.EstimatorWrapperDF property) (sklearndf.wrapper.LearnerWrapperDF property) (sklearndf.wrapper.MetaEstimatorWrapperDF property) (sklearndf.wrapper.numpy.ClassifierNPDF property) (sklearndf.wrapper.numpy.EstimatorNPDF property) (sklearndf.wrapper.numpy.LearnerNPDF property) (sklearndf.wrapper.numpy.RegressorNPDF property) (sklearndf.wrapper.numpy.SupervisedLearnerNPDF property) (sklearndf.wrapper.numpy.TransformerNPDF property) (sklearndf.wrapper.RegressorWrapperDF property) (sklearndf.wrapper.stacking.StackingClassifierWrapperDF property) (sklearndf.wrapper.stacking.StackingEstimatorWrapperDF property) (sklearndf.wrapper.stacking.StackingRegressorWrapperDF property) (sklearndf.wrapper.SupervisedLearnerWrapperDF property) (sklearndf.wrapper.TransformerWrapperDF property) native_estimator_type (sklearndf.wrapper.EstimatorWrapperDFMeta property) NComponentsDimensionalityReductionWrapperDF (class in sklearndf.transformation.wrapper) NearestCentroidDF (class in sklearndf.classification) NeighborhoodComponentsAnalysisDF (class in sklearndf.transformation) NMFDF (class in sklearndf.transformation) NormalizerDF (class in sklearndf.transformation) NumpyTransformerWrapperDF (class in sklearndf.transformation.wrapper) NuSVCDF (class in sklearndf.classification) NuSVRDF (class in sklearndf.regression) NystroemDF (class in sklearndf.transformation)

O

OneHotEncoderDF (class in sklearndf.transformation) OneHotEncoderWrapperDF (class in sklearndf.transformation.wrapper) OneVsOneClassifierDF (class in sklearndf.classification) OneVsRestClassifierDF (class in sklearndf.classification) OPTICSDF (class in sklearndf.clustering) OrdinalEncoderDF (class in sklearndf.transformation) OrthogonalMatchingPursuitCVDF (class in sklearndf.regression) OrthogonalMatchingPursuitDF (class in sklearndf.regression) output_names_ (sklearndf.classification.AdaBoostClassifierDF property) (sklearndf.classification.BaggingClassifierDF property) (sklearndf.classification.BernoulliNBDF property) (sklearndf.classification.CalibratedClassifierCVDF property) (sklearndf.classification.CategoricalNBDF property) (sklearndf.classification.ClassifierChainDF property) (sklearndf.classification.ComplementNBDF property) (sklearndf.classification.DecisionTreeClassifierDF property) (sklearndf.classification.DummyClassifierDF property) (sklearndf.classification.extra.LGBMClassifierDF property) (sklearndf.classification.extra.XGBClassifierDF property) (sklearndf.classification.ExtraTreeClassifierDF property) (sklearndf.classification.ExtraTreesClassifierDF property) (sklearndf.classification.GaussianNBDF property) (sklearndf.classification.GaussianProcessClassifierDF property) (sklearndf.classification.GradientBoostingClassifierDF property) (sklearndf.classification.HistGradientBoostingClassifierDF property) (sklearndf.classification.KNeighborsClassifierDF property) (sklearndf.classification.LabelPropagationDF property) (sklearndf.classification.LabelSpreadingDF property) (sklearndf.classification.LinearDiscriminantAnalysisDF property) (sklearndf.classification.LinearSVCDF property) (sklearndf.classification.LogisticRegressionCVDF property) (sklearndf.classification.LogisticRegressionDF property) (sklearndf.classification.MLPClassifierDF property) (sklearndf.classification.MultinomialNBDF property) (sklearndf.classification.MultiOutputClassifierDF property) (sklearndf.classification.NearestCentroidDF property) (sklearndf.classification.NuSVCDF property) (sklearndf.classification.OneVsOneClassifierDF property) (sklearndf.classification.OneVsRestClassifierDF property) (sklearndf.classification.OutputCodeClassifierDF property) (sklearndf.classification.PassiveAggressiveClassifierDF property) (sklearndf.classification.PerceptronDF property) (sklearndf.classification.QuadraticDiscriminantAnalysisDF property) (sklearndf.classification.RadiusNeighborsClassifierDF property) (sklearndf.classification.RandomForestClassifierDF property) (sklearndf.classification.RidgeClassifierCVDF property) (sklearndf.classification.RidgeClassifierDF property) (sklearndf.classification.SGDClassifierDF property) (sklearndf.classification.StackingClassifierDF property) (sklearndf.classification.SVCDF property) (sklearndf.classification.VotingClassifierDF property) (sklearndf.classification.wrapper.ClassifierChainWrapperDF property) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF property) (sklearndf.classification.wrapper.MetaClassifierWrapperDF property) (sklearndf.classification.wrapper.MultiOutputClassifierWrapperDF property) (sklearndf.classification.wrapper.PartialFitClassifierWrapperDF property) (sklearndf.ClassifierDF property) (sklearndf.ClusterDF property) (sklearndf.clustering.AffinityPropagationDF property) (sklearndf.clustering.AgglomerativeClusteringDF property) (sklearndf.clustering.BirchDF property) (sklearndf.clustering.BisectingKMeansDF property) (sklearndf.clustering.DBSCANDF property) (sklearndf.clustering.FeatureAgglomerationDF property) (sklearndf.clustering.KMeansDF property) (sklearndf.clustering.MeanShiftDF property) (sklearndf.clustering.MiniBatchKMeansDF property) (sklearndf.clustering.OPTICSDF property) (sklearndf.clustering.SpectralClusteringDF property) (sklearndf.clustering.wrapper.FeatureAgglomerationWrapperDF property) (sklearndf.clustering.wrapper.KMeansBaseWrapperDF property) (sklearndf.EstimatorDF property) (sklearndf.LearnerDF property) (sklearndf.pipeline.ClassifierPipelineDF property) (sklearndf.pipeline.ClusterPipelineDF property) (sklearndf.pipeline.FeatureUnionDF property) (sklearndf.pipeline.LearnerPipelineDF property) (sklearndf.pipeline.PipelineDF property) (sklearndf.pipeline.RegressorPipelineDF property) (sklearndf.pipeline.SupervisedLearnerPipelineDF property) (sklearndf.pipeline.wrapper.FeatureUnionWrapperDF property) (sklearndf.pipeline.wrapper.PipelineWrapperDF property) (sklearndf.regression.AdaBoostRegressorDF property) (sklearndf.regression.ARDRegressionDF property) (sklearndf.regression.BaggingRegressorDF property) (sklearndf.regression.BayesianRidgeDF property) (sklearndf.regression.CCADF property) (sklearndf.regression.DecisionTreeRegressorDF property) (sklearndf.regression.DummyRegressorDF property) (sklearndf.regression.ElasticNetCVDF property) (sklearndf.regression.ElasticNetDF property) (sklearndf.regression.extra.LGBMRegressorDF property) (sklearndf.regression.extra.XGBRegressorDF property) (sklearndf.regression.ExtraTreeRegressorDF property) (sklearndf.regression.ExtraTreesRegressorDF property) (sklearndf.regression.GammaRegressorDF property) (sklearndf.regression.GaussianProcessRegressorDF property) (sklearndf.regression.GradientBoostingRegressorDF property) (sklearndf.regression.HistGradientBoostingRegressorDF property) (sklearndf.regression.HuberRegressorDF property) (sklearndf.regression.IsotonicRegressionDF property) (sklearndf.regression.KernelRidgeDF property) (sklearndf.regression.KNeighborsRegressorDF property) (sklearndf.regression.LarsCVDF property) (sklearndf.regression.LarsDF property) (sklearndf.regression.LassoCVDF property) (sklearndf.regression.LassoDF property) (sklearndf.regression.LassoLarsCVDF property) (sklearndf.regression.LassoLarsDF property) (sklearndf.regression.LassoLarsICDF property) (sklearndf.regression.LinearRegressionDF property) (sklearndf.regression.LinearSVRDF property) (sklearndf.regression.MLPRegressorDF property) (sklearndf.regression.MultiOutputRegressorDF property) (sklearndf.regression.MultiTaskElasticNetCVDF property) (sklearndf.regression.MultiTaskElasticNetDF property) (sklearndf.regression.MultiTaskLassoCVDF property) (sklearndf.regression.MultiTaskLassoDF property) (sklearndf.regression.NuSVRDF property) (sklearndf.regression.OrthogonalMatchingPursuitCVDF property) (sklearndf.regression.OrthogonalMatchingPursuitDF property) (sklearndf.regression.PassiveAggressiveRegressorDF property) (sklearndf.regression.PLSCanonicalDF property) (sklearndf.regression.PLSRegressionDF property) (sklearndf.regression.PoissonRegressorDF property) (sklearndf.regression.QuantileRegressorDF property) (sklearndf.regression.RadiusNeighborsRegressorDF property) (sklearndf.regression.RandomForestRegressorDF property) (sklearndf.regression.RANSACRegressorDF property) (sklearndf.regression.RegressorChainDF property) (sklearndf.regression.RidgeCVDF property) (sklearndf.regression.RidgeDF property) (sklearndf.regression.SGDRegressorDF property) (sklearndf.regression.StackingRegressorDF property) (sklearndf.regression.SVRDF property) (sklearndf.regression.TheilSenRegressorDF property) (sklearndf.regression.TransformedTargetRegressorDF property) (sklearndf.regression.TweedieRegressorDF property) (sklearndf.regression.VotingRegressorDF property) (sklearndf.regression.wrapper.IsotonicRegressionWrapperDF property) (sklearndf.regression.wrapper.MetaRegressorWrapperDF property) (sklearndf.regression.wrapper.MultiOutputRegressorWrapperDF property) (sklearndf.regression.wrapper.PartialFitRegressorWrapperDF property) (sklearndf.regression.wrapper.RegressorTransformerWrapperDF property) (sklearndf.RegressorDF property) (sklearndf.SupervisedLearnerDF property) (sklearndf.transformation.AdditiveChi2SamplerDF property) (sklearndf.transformation.BernoulliRBMDF property) (sklearndf.transformation.BinarizerDF property) (sklearndf.transformation.ColumnTransformerDF property) (sklearndf.transformation.CountVectorizerDF property) (sklearndf.transformation.DictionaryLearningDF property) (sklearndf.transformation.DictVectorizerDF property) (sklearndf.transformation.extra.BoostAGrootaDF property) (sklearndf.transformation.extra.BorutaDF property) (sklearndf.transformation.extra.GrootCVDF property) (sklearndf.transformation.extra.LeshyDF property) (sklearndf.transformation.extra.wrapper.ARFSWrapperDF property) (sklearndf.transformation.extra.wrapper.BorutaPyWrapperDF property) (sklearndf.transformation.FactorAnalysisDF property) (sklearndf.transformation.FastICADF property) (sklearndf.transformation.FeatureHasherDF property) (sklearndf.transformation.FunctionTransformerDF property) (sklearndf.transformation.GaussianRandomProjectionDF property) (sklearndf.transformation.GenericUnivariateSelectDF property) (sklearndf.transformation.HashingVectorizerDF property) (sklearndf.transformation.IncrementalPCADF property) (sklearndf.transformation.IsomapDF property) (sklearndf.transformation.IterativeImputerDF property) (sklearndf.transformation.KBinsDiscretizerDF property) (sklearndf.transformation.KernelCentererDF property) (sklearndf.transformation.KernelPCADF property) (sklearndf.transformation.KNNImputerDF property) (sklearndf.transformation.LabelBinarizerDF property) (sklearndf.transformation.LabelEncoderDF property) (sklearndf.transformation.LatentDirichletAllocationDF property) (sklearndf.transformation.LocallyLinearEmbeddingDF property) (sklearndf.transformation.MaxAbsScalerDF property) (sklearndf.transformation.MiniBatchDictionaryLearningDF property) (sklearndf.transformation.MiniBatchNMFDF property) (sklearndf.transformation.MiniBatchSparsePCADF property) (sklearndf.transformation.MinMaxScalerDF property) (sklearndf.transformation.MissingIndicatorDF property) (sklearndf.transformation.MultiLabelBinarizerDF property) (sklearndf.transformation.NeighborhoodComponentsAnalysisDF property) (sklearndf.transformation.NMFDF property) (sklearndf.transformation.NormalizerDF property) (sklearndf.transformation.NystroemDF property) (sklearndf.transformation.OneHotEncoderDF property) (sklearndf.transformation.OrdinalEncoderDF property) (sklearndf.transformation.PCADF property) (sklearndf.transformation.PLSSVDDF property) (sklearndf.transformation.PolynomialCountSketchDF property) (sklearndf.transformation.PolynomialFeaturesDF property) (sklearndf.transformation.PowerTransformerDF property) (sklearndf.transformation.QuantileTransformerDF property) (sklearndf.transformation.RandomTreesEmbeddingDF property) (sklearndf.transformation.RBFSamplerDF property) (sklearndf.transformation.RFECVDF property) (sklearndf.transformation.RFEDF property) (sklearndf.transformation.RobustScalerDF property) (sklearndf.transformation.SelectFdrDF property) (sklearndf.transformation.SelectFprDF property) (sklearndf.transformation.SelectFromModelDF property) (sklearndf.transformation.SelectFweDF property) (sklearndf.transformation.SelectKBestDF property) (sklearndf.transformation.SelectPercentileDF property) (sklearndf.transformation.SequentialFeatureSelectorDF property) (sklearndf.transformation.SimpleImputerDF property) (sklearndf.transformation.SkewedChi2SamplerDF property) (sklearndf.transformation.SparseCoderDF property) (sklearndf.transformation.SparsePCADF property) (sklearndf.transformation.SparseRandomProjectionDF property) (sklearndf.transformation.SplineTransformerDF property) (sklearndf.transformation.StandardScalerDF property) (sklearndf.transformation.TfidfTransformerDF property) (sklearndf.transformation.TfidfVectorizerDF property) (sklearndf.transformation.TruncatedSVDDF property) (sklearndf.transformation.VarianceThresholdDF property) (sklearndf.transformation.wrapper.AdditiveChi2SamplerWrapperDF property) (sklearndf.transformation.wrapper.BaseMultiOutputWrapperDF property) (sklearndf.transformation.wrapper.BaseMultipleInputsPerOutputTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnPreservingTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnSubsetTransformerWrapperDF property) (sklearndf.transformation.wrapper.ColumnTransformerWrapperDF property) (sklearndf.transformation.wrapper.ComponentsDimensionalityReductionWrapperDF property) (sklearndf.transformation.wrapper.EmbeddingWrapperDF property) (sklearndf.transformation.wrapper.FeatureSelectionWrapperDF property) (sklearndf.transformation.wrapper.ImputerWrapperDF property) (sklearndf.transformation.wrapper.IsomapWrapperDF property) (sklearndf.transformation.wrapper.KBinsDiscretizerWrapperDF property) (sklearndf.transformation.wrapper.MissingIndicatorWrapperDF property) (sklearndf.transformation.wrapper.NComponentsDimensionalityReductionWrapperDF property) (sklearndf.transformation.wrapper.NumpyTransformerWrapperDF property) (sklearndf.transformation.wrapper.OneHotEncoderWrapperDF property) (sklearndf.transformation.wrapper.PCAWrapperDF property) (sklearndf.transformation.wrapper.PolynomialTransformerWrapperDF property) (sklearndf.transformation.wrapper.SingleColumnTransformerWrapperDF property) (sklearndf.transformation.wrapper.VectorizerWrapperDF property) (sklearndf.TransformerDF property) (sklearndf.wrapper.ClassifierWrapperDF property) (sklearndf.wrapper.ClusterWrapperDF property) (sklearndf.wrapper.EstimatorWrapperDF property) (sklearndf.wrapper.LearnerWrapperDF property) (sklearndf.wrapper.MetaEstimatorWrapperDF property) (sklearndf.wrapper.numpy.ClassifierNPDF property) (sklearndf.wrapper.numpy.EstimatorNPDF property) (sklearndf.wrapper.numpy.LearnerNPDF property) (sklearndf.wrapper.numpy.RegressorNPDF property) (sklearndf.wrapper.numpy.SupervisedLearnerNPDF property) (sklearndf.wrapper.numpy.TransformerNPDF property) (sklearndf.wrapper.RegressorWrapperDF property) (sklearndf.wrapper.stacking.StackingClassifierWrapperDF property) (sklearndf.wrapper.stacking.StackingEstimatorWrapperDF property) (sklearndf.wrapper.stacking.StackingRegressorWrapperDF property) (sklearndf.wrapper.SupervisedLearnerWrapperDF property) (sklearndf.wrapper.TransformerWrapperDF property)

OutputCodeClassifierDF (class in sklearndf.classification)

P

partial_fit() (sklearndf.classification.BernoulliNBDF method) (sklearndf.classification.CategoricalNBDF method) (sklearndf.classification.ComplementNBDF method) (sklearndf.classification.GaussianNBDF method) (sklearndf.classification.MLPClassifierDF method) (sklearndf.classification.MultinomialNBDF method) (sklearndf.classification.MultiOutputClassifierDF method) (sklearndf.classification.PassiveAggressiveClassifierDF method) (sklearndf.classification.PerceptronDF method) (sklearndf.classification.SGDClassifierDF method) (sklearndf.classification.wrapper.MultiOutputClassifierWrapperDF method) (sklearndf.classification.wrapper.PartialFitClassifierWrapperDF method) (sklearndf.clustering.BirchDF method) (sklearndf.clustering.MiniBatchKMeansDF method) (sklearndf.regression.MLPRegressorDF method) (sklearndf.regression.MultiOutputRegressorDF method) (sklearndf.regression.PassiveAggressiveRegressorDF method) (sklearndf.regression.SGDRegressorDF method) (sklearndf.regression.wrapper.MultiOutputRegressorWrapperDF method) (sklearndf.regression.wrapper.PartialFitRegressorWrapperDF method) (sklearndf.transformation.BernoulliRBMDF method) (sklearndf.transformation.HashingVectorizerDF method) (sklearndf.transformation.IncrementalPCADF method) (sklearndf.transformation.LatentDirichletAllocationDF method) (sklearndf.transformation.MaxAbsScalerDF method) (sklearndf.transformation.MiniBatchDictionaryLearningDF method) (sklearndf.transformation.MiniBatchNMFDF method) (sklearndf.transformation.MinMaxScalerDF method) (sklearndf.transformation.StandardScalerDF method) PartialFitClassifierWrapperDF (class in sklearndf.classification.wrapper) PartialFitRegressorWrapperDF (class in sklearndf.regression.wrapper) PassiveAggressiveClassifierDF (class in sklearndf.classification) PassiveAggressiveRegressorDF (class in sklearndf.regression) PASSTHROUGH (sklearndf.pipeline.wrapper.PipelineWrapperDF attribute) (sklearndf.transformation.wrapper.ColumnTransformerWrapperDF attribute) PCADF (class in sklearndf.transformation) PCAWrapperDF (class in sklearndf.transformation.wrapper) PerceptronDF (class in sklearndf.classification) perplexity() (sklearndf.transformation.LatentDirichletAllocationDF method) PipelineDF (class in sklearndf.pipeline) PipelineWrapperDF (class in sklearndf.pipeline.wrapper) plot_importance() (sklearndf.transformation.extra.BoostAGrootaDF method) (sklearndf.transformation.extra.GrootCVDF method) (sklearndf.transformation.extra.LeshyDF method) PLSCanonicalDF (class in sklearndf.regression) PLSRegressionDF (class in sklearndf.regression) PLSSVDDF (class in sklearndf.transformation) PoissonRegressorDF (class in sklearndf.regression) PolynomialCountSketchDF (class in sklearndf.transformation) PolynomialFeaturesDF (class in sklearndf.transformation) PolynomialTransformerWrapperDF (class in sklearndf.transformation.wrapper) powers_ (sklearndf.transformation.PolynomialFeaturesDF property) PowerTransformerDF (class in sklearndf.transformation) predict() (sklearndf.classification.AdaBoostClassifierDF method) (sklearndf.classification.BaggingClassifierDF method) (sklearndf.classification.BernoulliNBDF method) (sklearndf.classification.CalibratedClassifierCVDF method) (sklearndf.classification.CategoricalNBDF method) (sklearndf.classification.ClassifierChainDF method) (sklearndf.classification.ComplementNBDF method) (sklearndf.classification.DecisionTreeClassifierDF method) (sklearndf.classification.DummyClassifierDF method) (sklearndf.classification.extra.LGBMClassifierDF method) (sklearndf.classification.extra.XGBClassifierDF method) (sklearndf.classification.ExtraTreeClassifierDF method) (sklearndf.classification.ExtraTreesClassifierDF method) (sklearndf.classification.GaussianNBDF method) (sklearndf.classification.GaussianProcessClassifierDF method) (sklearndf.classification.GradientBoostingClassifierDF method) (sklearndf.classification.HistGradientBoostingClassifierDF method) (sklearndf.classification.KNeighborsClassifierDF method) (sklearndf.classification.LabelPropagationDF method) (sklearndf.classification.LabelSpreadingDF method) (sklearndf.classification.LinearDiscriminantAnalysisDF method) (sklearndf.classification.LinearSVCDF method) (sklearndf.classification.LogisticRegressionCVDF method) (sklearndf.classification.LogisticRegressionDF method) (sklearndf.classification.MLPClassifierDF method) (sklearndf.classification.MultinomialNBDF method) (sklearndf.classification.MultiOutputClassifierDF method) (sklearndf.classification.NearestCentroidDF method) (sklearndf.classification.NuSVCDF method) (sklearndf.classification.OneVsOneClassifierDF method) (sklearndf.classification.OneVsRestClassifierDF method) (sklearndf.classification.OutputCodeClassifierDF method) (sklearndf.classification.PassiveAggressiveClassifierDF method) (sklearndf.classification.PerceptronDF method) (sklearndf.classification.QuadraticDiscriminantAnalysisDF method) (sklearndf.classification.RadiusNeighborsClassifierDF method) (sklearndf.classification.RandomForestClassifierDF method) (sklearndf.classification.RidgeClassifierCVDF method) (sklearndf.classification.RidgeClassifierDF method) (sklearndf.classification.SGDClassifierDF method) (sklearndf.classification.StackingClassifierDF method) (sklearndf.classification.SVCDF method) (sklearndf.classification.VotingClassifierDF method) (sklearndf.classification.wrapper.ClassifierChainWrapperDF method) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF method) (sklearndf.classification.wrapper.MetaClassifierWrapperDF method) (sklearndf.classification.wrapper.MultiOutputClassifierWrapperDF method) (sklearndf.classification.wrapper.PartialFitClassifierWrapperDF method) (sklearndf.ClassifierDF method) (sklearndf.ClusterDF method) (sklearndf.clustering.AffinityPropagationDF method) (sklearndf.clustering.AgglomerativeClusteringDF method) (sklearndf.clustering.BirchDF method) (sklearndf.clustering.BisectingKMeansDF method) (sklearndf.clustering.DBSCANDF method) (sklearndf.clustering.FeatureAgglomerationDF method) (sklearndf.clustering.KMeansDF method) (sklearndf.clustering.MeanShiftDF method) (sklearndf.clustering.MiniBatchKMeansDF method) (sklearndf.clustering.OPTICSDF method) (sklearndf.clustering.SpectralClusteringDF method) (sklearndf.clustering.wrapper.FeatureAgglomerationWrapperDF method) (sklearndf.clustering.wrapper.KMeansBaseWrapperDF method) (sklearndf.LearnerDF method) (sklearndf.pipeline.ClassifierPipelineDF method) (sklearndf.pipeline.ClusterPipelineDF method) (sklearndf.pipeline.LearnerPipelineDF method) (sklearndf.pipeline.PipelineDF method) (sklearndf.pipeline.RegressorPipelineDF method) (sklearndf.pipeline.SupervisedLearnerPipelineDF method) (sklearndf.pipeline.wrapper.PipelineWrapperDF method) (sklearndf.regression.AdaBoostRegressorDF method) (sklearndf.regression.ARDRegressionDF method) (sklearndf.regression.BaggingRegressorDF method) (sklearndf.regression.BayesianRidgeDF method) (sklearndf.regression.CCADF method) (sklearndf.regression.DecisionTreeRegressorDF method) (sklearndf.regression.DummyRegressorDF method) (sklearndf.regression.ElasticNetCVDF method) (sklearndf.regression.ElasticNetDF method) (sklearndf.regression.extra.LGBMRegressorDF method) (sklearndf.regression.extra.XGBRegressorDF method) (sklearndf.regression.ExtraTreeRegressorDF method) (sklearndf.regression.ExtraTreesRegressorDF method) (sklearndf.regression.GammaRegressorDF method) (sklearndf.regression.GaussianProcessRegressorDF method) (sklearndf.regression.GradientBoostingRegressorDF method) (sklearndf.regression.HistGradientBoostingRegressorDF method) (sklearndf.regression.HuberRegressorDF method) (sklearndf.regression.IsotonicRegressionDF method) (sklearndf.regression.KernelRidgeDF method) (sklearndf.regression.KNeighborsRegressorDF method) (sklearndf.regression.LarsCVDF method) (sklearndf.regression.LarsDF method) (sklearndf.regression.LassoCVDF method) (sklearndf.regression.LassoDF method) (sklearndf.regression.LassoLarsCVDF method) (sklearndf.regression.LassoLarsDF method) (sklearndf.regression.LassoLarsICDF method) (sklearndf.regression.LinearRegressionDF method) (sklearndf.regression.LinearSVRDF method) (sklearndf.regression.MLPRegressorDF method) (sklearndf.regression.MultiOutputRegressorDF method) (sklearndf.regression.MultiTaskElasticNetCVDF method) (sklearndf.regression.MultiTaskElasticNetDF method) (sklearndf.regression.MultiTaskLassoCVDF method) (sklearndf.regression.MultiTaskLassoDF method) (sklearndf.regression.NuSVRDF method) (sklearndf.regression.OrthogonalMatchingPursuitCVDF method) (sklearndf.regression.OrthogonalMatchingPursuitDF method) (sklearndf.regression.PassiveAggressiveRegressorDF method) (sklearndf.regression.PLSCanonicalDF method) (sklearndf.regression.PLSRegressionDF method) (sklearndf.regression.PoissonRegressorDF method) (sklearndf.regression.QuantileRegressorDF method) (sklearndf.regression.RadiusNeighborsRegressorDF method) (sklearndf.regression.RandomForestRegressorDF method) (sklearndf.regression.RANSACRegressorDF method) (sklearndf.regression.RegressorChainDF method) (sklearndf.regression.RidgeCVDF method) (sklearndf.regression.RidgeDF method) (sklearndf.regression.SGDRegressorDF method) (sklearndf.regression.StackingRegressorDF method) (sklearndf.regression.SVRDF method) (sklearndf.regression.TheilSenRegressorDF method) (sklearndf.regression.TransformedTargetRegressorDF method) (sklearndf.regression.TweedieRegressorDF method) (sklearndf.regression.VotingRegressorDF method) (sklearndf.regression.wrapper.IsotonicRegressionWrapperDF method) (sklearndf.regression.wrapper.MetaRegressorWrapperDF method) (sklearndf.regression.wrapper.MultiOutputRegressorWrapperDF method) (sklearndf.regression.wrapper.PartialFitRegressorWrapperDF method) (sklearndf.regression.wrapper.RegressorTransformerWrapperDF method) (sklearndf.RegressorDF method) (sklearndf.SupervisedLearnerDF method) (sklearndf.wrapper.ClassifierWrapperDF method) (sklearndf.wrapper.ClusterWrapperDF method) (sklearndf.wrapper.LearnerWrapperDF method) (sklearndf.wrapper.numpy.ClassifierNPDF method) (sklearndf.wrapper.numpy.LearnerNPDF method) (sklearndf.wrapper.numpy.RegressorNPDF method) (sklearndf.wrapper.numpy.SupervisedLearnerNPDF method) (sklearndf.wrapper.RegressorWrapperDF method) (sklearndf.wrapper.stacking.StackingClassifierWrapperDF method) (sklearndf.wrapper.stacking.StackingEstimatorWrapperDF method) (sklearndf.wrapper.stacking.StackingRegressorWrapperDF method) (sklearndf.wrapper.SupervisedLearnerWrapperDF method)

predict_log_proba() (sklearndf.classification.AdaBoostClassifierDF method) (sklearndf.classification.BaggingClassifierDF method) (sklearndf.classification.BernoulliNBDF method) (sklearndf.classification.CalibratedClassifierCVDF method) (sklearndf.classification.CategoricalNBDF method) (sklearndf.classification.ClassifierChainDF method) (sklearndf.classification.ComplementNBDF method) (sklearndf.classification.DecisionTreeClassifierDF method) (sklearndf.classification.DummyClassifierDF method) (sklearndf.classification.extra.LGBMClassifierDF method) (sklearndf.classification.extra.XGBClassifierDF method) (sklearndf.classification.ExtraTreeClassifierDF method) (sklearndf.classification.ExtraTreesClassifierDF method) (sklearndf.classification.GaussianNBDF method) (sklearndf.classification.GaussianProcessClassifierDF method) (sklearndf.classification.GradientBoostingClassifierDF method) (sklearndf.classification.HistGradientBoostingClassifierDF method) (sklearndf.classification.KNeighborsClassifierDF method) (sklearndf.classification.LabelPropagationDF method) (sklearndf.classification.LabelSpreadingDF method) (sklearndf.classification.LinearDiscriminantAnalysisDF method) (sklearndf.classification.LinearSVCDF method) (sklearndf.classification.LogisticRegressionCVDF method) (sklearndf.classification.LogisticRegressionDF method) (sklearndf.classification.MLPClassifierDF method) (sklearndf.classification.MultinomialNBDF method) (sklearndf.classification.MultiOutputClassifierDF method) (sklearndf.classification.NearestCentroidDF method) (sklearndf.classification.NuSVCDF method) (sklearndf.classification.OneVsOneClassifierDF method) (sklearndf.classification.OneVsRestClassifierDF method) (sklearndf.classification.OutputCodeClassifierDF method) (sklearndf.classification.PassiveAggressiveClassifierDF method) (sklearndf.classification.PerceptronDF method) (sklearndf.classification.QuadraticDiscriminantAnalysisDF method) (sklearndf.classification.RadiusNeighborsClassifierDF method) (sklearndf.classification.RandomForestClassifierDF method) (sklearndf.classification.RidgeClassifierCVDF method) (sklearndf.classification.RidgeClassifierDF method) (sklearndf.classification.SGDClassifierDF method) (sklearndf.classification.StackingClassifierDF method) (sklearndf.classification.SVCDF method) (sklearndf.classification.VotingClassifierDF method) (sklearndf.classification.wrapper.ClassifierChainWrapperDF method) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF method) (sklearndf.classification.wrapper.MetaClassifierWrapperDF method) (sklearndf.classification.wrapper.MultiOutputClassifierWrapperDF method) (sklearndf.classification.wrapper.PartialFitClassifierWrapperDF method) (sklearndf.ClassifierDF method) (sklearndf.pipeline.ClassifierPipelineDF method) (sklearndf.pipeline.PipelineDF method) (sklearndf.pipeline.wrapper.PipelineWrapperDF method) (sklearndf.wrapper.ClassifierWrapperDF method) (sklearndf.wrapper.numpy.ClassifierNPDF method) (sklearndf.wrapper.stacking.StackingClassifierWrapperDF method) predict_proba() (sklearndf.classification.AdaBoostClassifierDF method) (sklearndf.classification.BaggingClassifierDF method) (sklearndf.classification.BernoulliNBDF method) (sklearndf.classification.CalibratedClassifierCVDF method) (sklearndf.classification.CategoricalNBDF method) (sklearndf.classification.ClassifierChainDF method) (sklearndf.classification.ComplementNBDF method) (sklearndf.classification.DecisionTreeClassifierDF method) (sklearndf.classification.DummyClassifierDF method) (sklearndf.classification.extra.LGBMClassifierDF method) (sklearndf.classification.extra.XGBClassifierDF method) (sklearndf.classification.ExtraTreeClassifierDF method) (sklearndf.classification.ExtraTreesClassifierDF method) (sklearndf.classification.GaussianNBDF method) (sklearndf.classification.GaussianProcessClassifierDF method) (sklearndf.classification.GradientBoostingClassifierDF method) (sklearndf.classification.HistGradientBoostingClassifierDF method) (sklearndf.classification.KNeighborsClassifierDF method) (sklearndf.classification.LabelPropagationDF method) (sklearndf.classification.LabelSpreadingDF method) (sklearndf.classification.LinearDiscriminantAnalysisDF method) (sklearndf.classification.LinearSVCDF method) (sklearndf.classification.LogisticRegressionCVDF method) (sklearndf.classification.LogisticRegressionDF method) (sklearndf.classification.MLPClassifierDF method) (sklearndf.classification.MultinomialNBDF method) (sklearndf.classification.MultiOutputClassifierDF method) (sklearndf.classification.NearestCentroidDF method) (sklearndf.classification.NuSVCDF method) (sklearndf.classification.OneVsOneClassifierDF method) (sklearndf.classification.OneVsRestClassifierDF method) (sklearndf.classification.OutputCodeClassifierDF method) (sklearndf.classification.PassiveAggressiveClassifierDF method) (sklearndf.classification.PerceptronDF method) (sklearndf.classification.QuadraticDiscriminantAnalysisDF method) (sklearndf.classification.RadiusNeighborsClassifierDF method) (sklearndf.classification.RandomForestClassifierDF method) (sklearndf.classification.RidgeClassifierCVDF method) (sklearndf.classification.RidgeClassifierDF method) (sklearndf.classification.SGDClassifierDF method) (sklearndf.classification.StackingClassifierDF method) (sklearndf.classification.SVCDF method) (sklearndf.classification.VotingClassifierDF method) (sklearndf.classification.wrapper.ClassifierChainWrapperDF method) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF method) (sklearndf.classification.wrapper.MetaClassifierWrapperDF method) (sklearndf.classification.wrapper.MultiOutputClassifierWrapperDF method) (sklearndf.classification.wrapper.PartialFitClassifierWrapperDF method) (sklearndf.ClassifierDF method) (sklearndf.pipeline.ClassifierPipelineDF method) (sklearndf.pipeline.PipelineDF method) (sklearndf.pipeline.wrapper.PipelineWrapperDF method) (sklearndf.wrapper.ClassifierWrapperDF method) (sklearndf.wrapper.numpy.ClassifierNPDF method) (sklearndf.wrapper.stacking.StackingClassifierWrapperDF method) preprocess() (sklearndf.pipeline.ClassifierPipelineDF method) (sklearndf.pipeline.ClusterPipelineDF method) (sklearndf.pipeline.LearnerPipelineDF method) (sklearndf.pipeline.RegressorPipelineDF method) (sklearndf.pipeline.SupervisedLearnerPipelineDF method) preprocessing (sklearndf.pipeline.ClassifierPipelineDF property) (sklearndf.pipeline.ClusterPipelineDF property) (sklearndf.pipeline.LearnerPipelineDF property) (sklearndf.pipeline.RegressorPipelineDF property) (sklearndf.pipeline.SupervisedLearnerPipelineDF property) preprocessing_name (sklearndf.pipeline.ClassifierPipelineDF property) (sklearndf.pipeline.ClusterPipelineDF property) (sklearndf.pipeline.LearnerPipelineDF property) (sklearndf.pipeline.RegressorPipelineDF property) (sklearndf.pipeline.SupervisedLearnerPipelineDF property)

Q

QuadraticDiscriminantAnalysisDF (class in sklearndf.classification)

QuantileRegressorDF (class in sklearndf.regression) QuantileTransformerDF (class in sklearndf.transformation)

R

RadiusNeighborsClassifierDF (class in sklearndf.classification) RadiusNeighborsRegressorDF (class in sklearndf.regression) random_state_ (sklearndf.transformation.MiniBatchDictionaryLearningDF property) RandomForestClassifierDF (class in sklearndf.classification) RandomForestRegressorDF (class in sklearndf.regression) RandomTreesEmbeddingDF (class in sklearndf.transformation) RANSACRegressorDF (class in sklearndf.regression) RBFSamplerDF (class in sklearndf.transformation) reconstruction_error() (sklearndf.transformation.IsomapDF method) register() (sklearndf.wrapper.EstimatorWrapperDFMeta method) RegressorChainDF (class in sklearndf.regression) RegressorDF (class in sklearndf)

RegressorNPDF (class in sklearndf.wrapper.numpy) RegressorPipelineDF (class in sklearndf.pipeline) RegressorTransformerWrapperDF (class in sklearndf.regression.wrapper) RegressorWrapperDF (class in sklearndf.wrapper) restrict() (sklearndf.transformation.DictVectorizerDF method) RFECVDF (class in sklearndf.transformation) RFEDF (class in sklearndf.transformation) RidgeClassifierCVDF (class in sklearndf.classification) RidgeClassifierDF (class in sklearndf.classification) RidgeCVDF (class in sklearndf.regression) RidgeDF (class in sklearndf.regression) RobustScalerDF (class in sklearndf.transformation)

S

sample_y() (sklearndf.regression.GaussianProcessRegressorDF method) score() (sklearndf.classification.AdaBoostClassifierDF method) (sklearndf.classification.BaggingClassifierDF method) (sklearndf.classification.BernoulliNBDF method) (sklearndf.classification.CalibratedClassifierCVDF method) (sklearndf.classification.CategoricalNBDF method) (sklearndf.classification.ClassifierChainDF method) (sklearndf.classification.ComplementNBDF method) (sklearndf.classification.DecisionTreeClassifierDF method) (sklearndf.classification.DummyClassifierDF method) (sklearndf.classification.extra.LGBMClassifierDF method) (sklearndf.classification.extra.XGBClassifierDF method) (sklearndf.classification.ExtraTreeClassifierDF method) (sklearndf.classification.ExtraTreesClassifierDF method) (sklearndf.classification.GaussianNBDF method) (sklearndf.classification.GaussianProcessClassifierDF method) (sklearndf.classification.GradientBoostingClassifierDF method) (sklearndf.classification.HistGradientBoostingClassifierDF method) (sklearndf.classification.KNeighborsClassifierDF method) (sklearndf.classification.LabelPropagationDF method) (sklearndf.classification.LabelSpreadingDF method) (sklearndf.classification.LinearDiscriminantAnalysisDF method) (sklearndf.classification.LinearSVCDF method) (sklearndf.classification.LogisticRegressionCVDF method) (sklearndf.classification.LogisticRegressionDF method) (sklearndf.classification.MLPClassifierDF method) (sklearndf.classification.MultinomialNBDF method) (sklearndf.classification.MultiOutputClassifierDF method) (sklearndf.classification.NearestCentroidDF method) (sklearndf.classification.NuSVCDF method) (sklearndf.classification.OneVsOneClassifierDF method) (sklearndf.classification.OneVsRestClassifierDF method) (sklearndf.classification.OutputCodeClassifierDF method) (sklearndf.classification.PassiveAggressiveClassifierDF method) (sklearndf.classification.PerceptronDF method) (sklearndf.classification.QuadraticDiscriminantAnalysisDF method) (sklearndf.classification.RadiusNeighborsClassifierDF method) (sklearndf.classification.RandomForestClassifierDF method) (sklearndf.classification.RidgeClassifierCVDF method) (sklearndf.classification.RidgeClassifierDF method) (sklearndf.classification.SGDClassifierDF method) (sklearndf.classification.StackingClassifierDF method) (sklearndf.classification.SVCDF method) (sklearndf.classification.VotingClassifierDF method) (sklearndf.classification.wrapper.ClassifierChainWrapperDF method) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF method) (sklearndf.classification.wrapper.MetaClassifierWrapperDF method) (sklearndf.classification.wrapper.MultiOutputClassifierWrapperDF method) (sklearndf.classification.wrapper.PartialFitClassifierWrapperDF method) (sklearndf.ClassifierDF method) (sklearndf.pipeline.ClassifierPipelineDF method) (sklearndf.pipeline.PipelineDF method) (sklearndf.pipeline.RegressorPipelineDF method) (sklearndf.pipeline.SupervisedLearnerPipelineDF method) (sklearndf.pipeline.wrapper.PipelineWrapperDF method) (sklearndf.regression.AdaBoostRegressorDF method) (sklearndf.regression.ARDRegressionDF method) (sklearndf.regression.BaggingRegressorDF method) (sklearndf.regression.BayesianRidgeDF method) (sklearndf.regression.CCADF method) (sklearndf.regression.DecisionTreeRegressorDF method) (sklearndf.regression.DummyRegressorDF method) (sklearndf.regression.ElasticNetCVDF method) (sklearndf.regression.ElasticNetDF method) (sklearndf.regression.extra.LGBMRegressorDF method) (sklearndf.regression.extra.XGBRegressorDF method) (sklearndf.regression.ExtraTreeRegressorDF method) (sklearndf.regression.ExtraTreesRegressorDF method) (sklearndf.regression.GammaRegressorDF method) (sklearndf.regression.GaussianProcessRegressorDF method) (sklearndf.regression.GradientBoostingRegressorDF method) (sklearndf.regression.HistGradientBoostingRegressorDF method) (sklearndf.regression.HuberRegressorDF method) (sklearndf.regression.IsotonicRegressionDF method) (sklearndf.regression.KernelRidgeDF method) (sklearndf.regression.KNeighborsRegressorDF method) (sklearndf.regression.LarsCVDF method) (sklearndf.regression.LarsDF method) (sklearndf.regression.LassoCVDF method) (sklearndf.regression.LassoDF method) (sklearndf.regression.LassoLarsCVDF method) (sklearndf.regression.LassoLarsDF method) (sklearndf.regression.LassoLarsICDF method) (sklearndf.regression.LinearRegressionDF method) (sklearndf.regression.LinearSVRDF method) (sklearndf.regression.MLPRegressorDF method) (sklearndf.regression.MultiOutputRegressorDF method) (sklearndf.regression.MultiTaskElasticNetCVDF method) (sklearndf.regression.MultiTaskElasticNetDF method) (sklearndf.regression.MultiTaskLassoCVDF method) (sklearndf.regression.MultiTaskLassoDF method) (sklearndf.regression.NuSVRDF method) (sklearndf.regression.OrthogonalMatchingPursuitCVDF method) (sklearndf.regression.OrthogonalMatchingPursuitDF method) (sklearndf.regression.PassiveAggressiveRegressorDF method) (sklearndf.regression.PLSCanonicalDF method) (sklearndf.regression.PLSRegressionDF method) (sklearndf.regression.PoissonRegressorDF method) (sklearndf.regression.QuantileRegressorDF method) (sklearndf.regression.RadiusNeighborsRegressorDF method) (sklearndf.regression.RandomForestRegressorDF method) (sklearndf.regression.RANSACRegressorDF method) (sklearndf.regression.RegressorChainDF method) (sklearndf.regression.RidgeCVDF method) (sklearndf.regression.RidgeDF method) (sklearndf.regression.SGDRegressorDF method) (sklearndf.regression.StackingRegressorDF method) (sklearndf.regression.SVRDF method) (sklearndf.regression.TheilSenRegressorDF method) (sklearndf.regression.TransformedTargetRegressorDF method) (sklearndf.regression.TweedieRegressorDF method) (sklearndf.regression.VotingRegressorDF method) (sklearndf.regression.wrapper.IsotonicRegressionWrapperDF method) (sklearndf.regression.wrapper.MetaRegressorWrapperDF method) (sklearndf.regression.wrapper.MultiOutputRegressorWrapperDF method) (sklearndf.regression.wrapper.PartialFitRegressorWrapperDF method) (sklearndf.regression.wrapper.RegressorTransformerWrapperDF method) (sklearndf.RegressorDF method) (sklearndf.SupervisedLearnerDF method) (sklearndf.transformation.FactorAnalysisDF method) (sklearndf.transformation.LatentDirichletAllocationDF method) (sklearndf.transformation.PCADF method) (sklearndf.wrapper.ClassifierWrapperDF method) (sklearndf.wrapper.numpy.ClassifierNPDF method) (sklearndf.wrapper.numpy.RegressorNPDF method) (sklearndf.wrapper.numpy.SupervisedLearnerNPDF method) (sklearndf.wrapper.RegressorWrapperDF method) (sklearndf.wrapper.stacking.StackingClassifierWrapperDF method) (sklearndf.wrapper.stacking.StackingEstimatorWrapperDF method) (sklearndf.wrapper.stacking.StackingRegressorWrapperDF method) (sklearndf.wrapper.SupervisedLearnerWrapperDF method) score_samples() (sklearndf.transformation.BernoulliRBMDF method) (sklearndf.transformation.FactorAnalysisDF method) (sklearndf.transformation.PCADF method) select_features() (sklearndf.transformation.extra.LeshyDF method) SelectFdrDF (class in sklearndf.transformation) SelectFprDF (class in sklearndf.transformation) SelectFromModelDF (class in sklearndf.transformation) SelectFweDF (class in sklearndf.transformation) SelectKBestDF (class in sklearndf.transformation) SelectPercentileDF (class in sklearndf.transformation) SequentialFeatureSelectorDF (class in sklearndf.transformation) set_output() (sklearndf.classification.LinearDiscriminantAnalysisDF method) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF method) (sklearndf.clustering.FeatureAgglomerationDF method) (sklearndf.clustering.wrapper.FeatureAgglomerationWrapperDF method) (sklearndf.pipeline.FeatureUnionDF method) (sklearndf.pipeline.PipelineDF method) (sklearndf.pipeline.wrapper.FeatureUnionSparseFrames method) (sklearndf.pipeline.wrapper.FeatureUnionWrapperDF method) (sklearndf.pipeline.wrapper.PipelineWrapperDF method) (sklearndf.regression.CCADF method) (sklearndf.regression.IsotonicRegressionDF method) (sklearndf.regression.PLSCanonicalDF method) (sklearndf.regression.PLSRegressionDF method) (sklearndf.regression.wrapper.IsotonicRegressionWrapperDF method) (sklearndf.regression.wrapper.RegressorTransformerWrapperDF method) (sklearndf.transformation.AdditiveChi2SamplerDF method) (sklearndf.transformation.BernoulliRBMDF method) (sklearndf.transformation.BinarizerDF method) (sklearndf.transformation.ColumnTransformerDF method) (sklearndf.transformation.CountVectorizerDF method) (sklearndf.transformation.CountVectorizerTx method) (sklearndf.transformation.DictionaryLearningDF method) (sklearndf.transformation.DictVectorizerDF method) (sklearndf.transformation.extra.BoostAGrootaDF method) (sklearndf.transformation.extra.BorutaDF method) (sklearndf.transformation.extra.GrootCVDF method) (sklearndf.transformation.extra.LeshyDF method) (sklearndf.transformation.extra.wrapper.ARFSWrapperDF method) (sklearndf.transformation.extra.wrapper.BorutaPyWrapperDF method) (sklearndf.transformation.FactorAnalysisDF method) (sklearndf.transformation.FastICADF method) (sklearndf.transformation.FeatureHasherDF method) (sklearndf.transformation.FunctionTransformerDF method) (sklearndf.transformation.GaussianRandomProjectionDF method) (sklearndf.transformation.GenericUnivariateSelectDF method) (sklearndf.transformation.HashingVectorizerDF method) (sklearndf.transformation.IncrementalPCADF method) (sklearndf.transformation.IsomapDF method) (sklearndf.transformation.IterativeImputerDF method) (sklearndf.transformation.KBinsDiscretizerDF method) (sklearndf.transformation.KernelCentererDF method) (sklearndf.transformation.KernelPCADF method) (sklearndf.transformation.KNNImputerDF method) (sklearndf.transformation.LabelBinarizerDF method) (sklearndf.transformation.LabelEncoderDF method) (sklearndf.transformation.LatentDirichletAllocationDF method) (sklearndf.transformation.LocallyLinearEmbeddingDF method) (sklearndf.transformation.MaxAbsScalerDF method) (sklearndf.transformation.MiniBatchDictionaryLearningDF method) (sklearndf.transformation.MiniBatchNMFDF method) (sklearndf.transformation.MiniBatchSparsePCADF method) (sklearndf.transformation.MinMaxScalerDF method) (sklearndf.transformation.MissingIndicatorDF method) (sklearndf.transformation.MultiLabelBinarizerDF method) (sklearndf.transformation.NeighborhoodComponentsAnalysisDF method) (sklearndf.transformation.NMFDF method) (sklearndf.transformation.NormalizerDF method) (sklearndf.transformation.NystroemDF method) (sklearndf.transformation.OneHotEncoderDF method) (sklearndf.transformation.OrdinalEncoderDF method) (sklearndf.transformation.PCADF method) (sklearndf.transformation.PLSSVDDF method) (sklearndf.transformation.PolynomialCountSketchDF method) (sklearndf.transformation.PolynomialFeaturesDF method) (sklearndf.transformation.PowerTransformerDF method) (sklearndf.transformation.QuantileTransformerDF method) (sklearndf.transformation.RandomTreesEmbeddingDF method) (sklearndf.transformation.RBFSamplerDF method) (sklearndf.transformation.RFECVDF method) (sklearndf.transformation.RFEDF method) (sklearndf.transformation.RobustScalerDF method) (sklearndf.transformation.SelectFdrDF method) (sklearndf.transformation.SelectFprDF method) (sklearndf.transformation.SelectFromModelDF method) (sklearndf.transformation.SelectFweDF method) (sklearndf.transformation.SelectKBestDF method) (sklearndf.transformation.SelectPercentileDF method) (sklearndf.transformation.SequentialFeatureSelectorDF method) (sklearndf.transformation.SimpleImputerDF method) (sklearndf.transformation.SkewedChi2SamplerDF method) (sklearndf.transformation.SparseCoderDF method) (sklearndf.transformation.SparsePCADF method) (sklearndf.transformation.SparseRandomProjectionDF method) (sklearndf.transformation.SplineTransformerDF method) (sklearndf.transformation.StandardScalerDF method) (sklearndf.transformation.TfidfTransformerDF method) (sklearndf.transformation.TfidfVectorizerDF method) (sklearndf.transformation.TfidfVectorizerTx method) (sklearndf.transformation.TruncatedSVDDF method) (sklearndf.transformation.VarianceThresholdDF method) (sklearndf.transformation.wrapper.AdditiveChi2SamplerWrapperDF method) (sklearndf.transformation.wrapper.BaseMultiOutputWrapperDF method) (sklearndf.transformation.wrapper.BaseMultipleInputsPerOutputTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnPreservingTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnSubsetTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnTransformerSparseFrames method) (sklearndf.transformation.wrapper.ColumnTransformerWrapperDF method) (sklearndf.transformation.wrapper.ComponentsDimensionalityReductionWrapperDF method) (sklearndf.transformation.wrapper.EmbeddingWrapperDF method) (sklearndf.transformation.wrapper.FeatureSelectionWrapperDF method) (sklearndf.transformation.wrapper.ImputerWrapperDF method) (sklearndf.transformation.wrapper.IsomapWrapperDF method) (sklearndf.transformation.wrapper.KBinsDiscretizerWrapperDF method) (sklearndf.transformation.wrapper.MissingIndicatorWrapperDF method) (sklearndf.transformation.wrapper.NComponentsDimensionalityReductionWrapperDF method) (sklearndf.transformation.wrapper.NumpyTransformerWrapperDF method) (sklearndf.transformation.wrapper.OneHotEncoderWrapperDF method) (sklearndf.transformation.wrapper.PCAWrapperDF method) (sklearndf.transformation.wrapper.PolynomialTransformerWrapperDF method) (sklearndf.transformation.wrapper.SingleColumnTransformerWrapperDF method) (sklearndf.transformation.wrapper.VectorizerWrapperDF method) (sklearndf.TransformerDF method) (sklearndf.wrapper.numpy.TransformerNPDF method) (sklearndf.wrapper.TransformerWrapperDF method) set_params() (sklearndf.classification.AdaBoostClassifierDF method) (sklearndf.classification.BaggingClassifierDF method) (sklearndf.classification.BernoulliNBDF method) (sklearndf.classification.CalibratedClassifierCVDF method) (sklearndf.classification.CategoricalNBDF method) (sklearndf.classification.ClassifierChainDF method) (sklearndf.classification.ComplementNBDF method) (sklearndf.classification.DecisionTreeClassifierDF method) (sklearndf.classification.DummyClassifierDF method) (sklearndf.classification.extra.LGBMClassifierDF method) (sklearndf.classification.extra.XGBClassifierDF method) (sklearndf.classification.ExtraTreeClassifierDF method) (sklearndf.classification.ExtraTreesClassifierDF method) (sklearndf.classification.GaussianNBDF method) (sklearndf.classification.GaussianProcessClassifierDF method) (sklearndf.classification.GradientBoostingClassifierDF method) (sklearndf.classification.HistGradientBoostingClassifierDF method) (sklearndf.classification.KNeighborsClassifierDF method) (sklearndf.classification.LabelPropagationDF method) (sklearndf.classification.LabelSpreadingDF method) (sklearndf.classification.LinearDiscriminantAnalysisDF method) (sklearndf.classification.LinearSVCDF method) (sklearndf.classification.LogisticRegressionCVDF method) (sklearndf.classification.LogisticRegressionDF method) (sklearndf.classification.MLPClassifierDF method) (sklearndf.classification.MultinomialNBDF method) (sklearndf.classification.MultiOutputClassifierDF method) (sklearndf.classification.NearestCentroidDF method) (sklearndf.classification.NuSVCDF method) (sklearndf.classification.OneVsOneClassifierDF method) (sklearndf.classification.OneVsRestClassifierDF method) (sklearndf.classification.OutputCodeClassifierDF method) (sklearndf.classification.PassiveAggressiveClassifierDF method) (sklearndf.classification.PerceptronDF method) (sklearndf.classification.QuadraticDiscriminantAnalysisDF method) (sklearndf.classification.RadiusNeighborsClassifierDF method) (sklearndf.classification.RandomForestClassifierDF method) (sklearndf.classification.RidgeClassifierCVDF method) (sklearndf.classification.RidgeClassifierDF method) (sklearndf.classification.SGDClassifierDF method) (sklearndf.classification.StackingClassifierDF method) (sklearndf.classification.SVCDF method) (sklearndf.classification.VotingClassifierDF method) (sklearndf.classification.wrapper.ClassifierChainWrapperDF method) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF method) (sklearndf.classification.wrapper.MetaClassifierWrapperDF method) (sklearndf.classification.wrapper.MultiOutputClassifierWrapperDF method) (sklearndf.classification.wrapper.PartialFitClassifierWrapperDF method) (sklearndf.ClassifierDF method) (sklearndf.ClusterDF method) (sklearndf.clustering.AffinityPropagationDF method) (sklearndf.clustering.AgglomerativeClusteringDF method) (sklearndf.clustering.BirchDF method) (sklearndf.clustering.BisectingKMeansDF method) (sklearndf.clustering.DBSCANDF method) (sklearndf.clustering.FeatureAgglomerationDF method) (sklearndf.clustering.KMeansDF method) (sklearndf.clustering.MeanShiftDF method) (sklearndf.clustering.MiniBatchKMeansDF method) (sklearndf.clustering.OPTICSDF method) (sklearndf.clustering.SpectralClusteringDF method) (sklearndf.clustering.wrapper.FeatureAgglomerationWrapperDF method) (sklearndf.clustering.wrapper.KMeansBaseWrapperDF method) (sklearndf.EstimatorDF method) (sklearndf.LearnerDF method) (sklearndf.pipeline.ClassifierPipelineDF method) (sklearndf.pipeline.ClusterPipelineDF method) (sklearndf.pipeline.FeatureUnionDF method) (sklearndf.pipeline.LearnerPipelineDF method) (sklearndf.pipeline.PipelineDF method) (sklearndf.pipeline.RegressorPipelineDF method) (sklearndf.pipeline.SupervisedLearnerPipelineDF method) (sklearndf.pipeline.wrapper.FeatureUnionSparseFrames method) (sklearndf.pipeline.wrapper.FeatureUnionWrapperDF method) (sklearndf.pipeline.wrapper.PipelineWrapperDF method) (sklearndf.regression.AdaBoostRegressorDF method) (sklearndf.regression.ARDRegressionDF method) (sklearndf.regression.BaggingRegressorDF method) (sklearndf.regression.BayesianRidgeDF method) (sklearndf.regression.CCADF method) (sklearndf.regression.DecisionTreeRegressorDF method) (sklearndf.regression.DummyRegressorDF method) (sklearndf.regression.ElasticNetCVDF method) (sklearndf.regression.ElasticNetDF method) (sklearndf.regression.extra.LGBMRegressorDF method) (sklearndf.regression.extra.XGBRegressorDF method) (sklearndf.regression.ExtraTreeRegressorDF method) (sklearndf.regression.ExtraTreesRegressorDF method) (sklearndf.regression.GammaRegressorDF method) (sklearndf.regression.GaussianProcessRegressorDF method) (sklearndf.regression.GradientBoostingRegressorDF method) (sklearndf.regression.HistGradientBoostingRegressorDF method) (sklearndf.regression.HuberRegressorDF method) (sklearndf.regression.IsotonicRegressionDF method) (sklearndf.regression.KernelRidgeDF method) (sklearndf.regression.KNeighborsRegressorDF method) (sklearndf.regression.LarsCVDF method) (sklearndf.regression.LarsDF method) (sklearndf.regression.LassoCVDF method) (sklearndf.regression.LassoDF method) (sklearndf.regression.LassoLarsCVDF method) (sklearndf.regression.LassoLarsDF method) (sklearndf.regression.LassoLarsICDF method) (sklearndf.regression.LinearRegressionDF method) (sklearndf.regression.LinearSVRDF method) (sklearndf.regression.MLPRegressorDF method) (sklearndf.regression.MultiOutputRegressorDF method) (sklearndf.regression.MultiTaskElasticNetCVDF method) (sklearndf.regression.MultiTaskElasticNetDF method) (sklearndf.regression.MultiTaskLassoCVDF method) (sklearndf.regression.MultiTaskLassoDF method) (sklearndf.regression.NuSVRDF method) (sklearndf.regression.OrthogonalMatchingPursuitCVDF method) (sklearndf.regression.OrthogonalMatchingPursuitDF method) (sklearndf.regression.PassiveAggressiveRegressorDF method) (sklearndf.regression.PLSCanonicalDF method) (sklearndf.regression.PLSRegressionDF method) (sklearndf.regression.PoissonRegressorDF method) (sklearndf.regression.QuantileRegressorDF method) (sklearndf.regression.RadiusNeighborsRegressorDF method) (sklearndf.regression.RandomForestRegressorDF method) (sklearndf.regression.RANSACRegressorDF method) (sklearndf.regression.RegressorChainDF method) (sklearndf.regression.RidgeCVDF method) (sklearndf.regression.RidgeDF method) (sklearndf.regression.SGDRegressorDF method) (sklearndf.regression.StackingRegressorDF method) (sklearndf.regression.SVRDF method) (sklearndf.regression.TheilSenRegressorDF method) (sklearndf.regression.TransformedTargetRegressorDF method) (sklearndf.regression.TweedieRegressorDF method) (sklearndf.regression.VotingRegressorDF method) (sklearndf.regression.wrapper.IsotonicRegressionWrapperDF method) (sklearndf.regression.wrapper.MetaRegressorWrapperDF method) (sklearndf.regression.wrapper.MultiOutputRegressorWrapperDF method) (sklearndf.regression.wrapper.PartialFitRegressorWrapperDF method) (sklearndf.regression.wrapper.RegressorTransformerWrapperDF method) (sklearndf.RegressorDF method) (sklearndf.SupervisedLearnerDF method) (sklearndf.transformation.AdditiveChi2SamplerDF method) (sklearndf.transformation.BernoulliRBMDF method) (sklearndf.transformation.BinarizerDF method) (sklearndf.transformation.ColumnTransformerDF method) (sklearndf.transformation.CountVectorizerDF method) (sklearndf.transformation.CountVectorizerTx method) (sklearndf.transformation.DictionaryLearningDF method) (sklearndf.transformation.DictVectorizerDF method) (sklearndf.transformation.extra.BoostAGrootaDF method) (sklearndf.transformation.extra.BorutaDF method) (sklearndf.transformation.extra.GrootCVDF method) (sklearndf.transformation.extra.LeshyDF method) (sklearndf.transformation.extra.wrapper.ARFSWrapperDF method) (sklearndf.transformation.extra.wrapper.BorutaPyWrapperDF method) (sklearndf.transformation.FactorAnalysisDF method) (sklearndf.transformation.FastICADF method) (sklearndf.transformation.FeatureHasherDF method) (sklearndf.transformation.FunctionTransformerDF method) (sklearndf.transformation.GaussianRandomProjectionDF method) (sklearndf.transformation.GenericUnivariateSelectDF method) (sklearndf.transformation.HashingVectorizerDF method) (sklearndf.transformation.IncrementalPCADF method) (sklearndf.transformation.IsomapDF method) (sklearndf.transformation.IterativeImputerDF method) (sklearndf.transformation.KBinsDiscretizerDF method) (sklearndf.transformation.KernelCentererDF method) (sklearndf.transformation.KernelPCADF method) (sklearndf.transformation.KNNImputerDF method) (sklearndf.transformation.LabelBinarizerDF method) (sklearndf.transformation.LabelEncoderDF method) (sklearndf.transformation.LatentDirichletAllocationDF method) (sklearndf.transformation.LocallyLinearEmbeddingDF method) (sklearndf.transformation.MaxAbsScalerDF method) (sklearndf.transformation.MiniBatchDictionaryLearningDF method) (sklearndf.transformation.MiniBatchNMFDF method) (sklearndf.transformation.MiniBatchSparsePCADF method) (sklearndf.transformation.MinMaxScalerDF method) (sklearndf.transformation.MissingIndicatorDF method) (sklearndf.transformation.MultiLabelBinarizerDF method) (sklearndf.transformation.NeighborhoodComponentsAnalysisDF method) (sklearndf.transformation.NMFDF method) (sklearndf.transformation.NormalizerDF method) (sklearndf.transformation.NystroemDF method) (sklearndf.transformation.OneHotEncoderDF method) (sklearndf.transformation.OrdinalEncoderDF method) (sklearndf.transformation.PCADF method) (sklearndf.transformation.PLSSVDDF method) (sklearndf.transformation.PolynomialCountSketchDF method) (sklearndf.transformation.PolynomialFeaturesDF method) (sklearndf.transformation.PowerTransformerDF method) (sklearndf.transformation.QuantileTransformerDF method) (sklearndf.transformation.RandomTreesEmbeddingDF method) (sklearndf.transformation.RBFSamplerDF method) (sklearndf.transformation.RFECVDF method) (sklearndf.transformation.RFEDF method) (sklearndf.transformation.RobustScalerDF method) (sklearndf.transformation.SelectFdrDF method) (sklearndf.transformation.SelectFprDF method) (sklearndf.transformation.SelectFromModelDF method) (sklearndf.transformation.SelectFweDF method) (sklearndf.transformation.SelectKBestDF method) (sklearndf.transformation.SelectPercentileDF method) (sklearndf.transformation.SequentialFeatureSelectorDF method) (sklearndf.transformation.SimpleImputerDF method) (sklearndf.transformation.SkewedChi2SamplerDF method) (sklearndf.transformation.SparseCoderDF method) (sklearndf.transformation.SparsePCADF method) (sklearndf.transformation.SparseRandomProjectionDF method) (sklearndf.transformation.SplineTransformerDF method) (sklearndf.transformation.StandardScalerDF method) (sklearndf.transformation.TfidfTransformerDF method) (sklearndf.transformation.TfidfVectorizerDF method) (sklearndf.transformation.TfidfVectorizerTx method) (sklearndf.transformation.TruncatedSVDDF method) (sklearndf.transformation.VarianceThresholdDF method) (sklearndf.transformation.wrapper.AdditiveChi2SamplerWrapperDF method) (sklearndf.transformation.wrapper.BaseMultiOutputWrapperDF method) (sklearndf.transformation.wrapper.BaseMultipleInputsPerOutputTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnPreservingTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnSubsetTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnTransformerSparseFrames method) (sklearndf.transformation.wrapper.ColumnTransformerWrapperDF method) (sklearndf.transformation.wrapper.ComponentsDimensionalityReductionWrapperDF method) (sklearndf.transformation.wrapper.EmbeddingWrapperDF method) (sklearndf.transformation.wrapper.FeatureSelectionWrapperDF method) (sklearndf.transformation.wrapper.ImputerWrapperDF method) (sklearndf.transformation.wrapper.IsomapWrapperDF method) (sklearndf.transformation.wrapper.KBinsDiscretizerWrapperDF method) (sklearndf.transformation.wrapper.MissingIndicatorWrapperDF method) (sklearndf.transformation.wrapper.NComponentsDimensionalityReductionWrapperDF method) (sklearndf.transformation.wrapper.NumpyTransformerWrapperDF method) (sklearndf.transformation.wrapper.OneHotEncoderWrapperDF method) (sklearndf.transformation.wrapper.PCAWrapperDF method) (sklearndf.transformation.wrapper.PolynomialTransformerWrapperDF method) (sklearndf.transformation.wrapper.SingleColumnTransformerWrapperDF method) (sklearndf.transformation.wrapper.VectorizerWrapperDF method) (sklearndf.TransformerDF method) (sklearndf.wrapper.ClassifierWrapperDF method) (sklearndf.wrapper.ClusterWrapperDF method) (sklearndf.wrapper.EstimatorWrapperDF method) (sklearndf.wrapper.LearnerWrapperDF method) (sklearndf.wrapper.MetaEstimatorWrapperDF method) (sklearndf.wrapper.MissingEstimator method) (sklearndf.wrapper.numpy.ClassifierNPDF method) (sklearndf.wrapper.numpy.EstimatorNPDF method) (sklearndf.wrapper.numpy.LearnerNPDF method) (sklearndf.wrapper.numpy.RegressorNPDF method) (sklearndf.wrapper.numpy.SupervisedLearnerNPDF method) (sklearndf.wrapper.numpy.TransformerNPDF method) (sklearndf.wrapper.RegressorWrapperDF method) (sklearndf.wrapper.stacking.StackingClassifierWrapperDF method) (sklearndf.wrapper.stacking.StackingEstimatorWrapperDF method) (sklearndf.wrapper.stacking.StackingRegressorWrapperDF method) (sklearndf.wrapper.SupervisedLearnerWrapperDF method) (sklearndf.wrapper.TransformerWrapperDF method)

SGDClassifierDF (class in sklearndf.classification) SGDRegressorDF (class in sklearndf.regression) SimpleImputerDF (class in sklearndf.transformation) SingleColumnTransformerWrapperDF (class in sklearndf.transformation.wrapper) SkewedChi2SamplerDF (class in sklearndf.transformation) sklearndf module sklearndf.classification module sklearndf.classification.extra module sklearndf.classification.wrapper module sklearndf.clustering module sklearndf.clustering.wrapper module sklearndf.pipeline module sklearndf.pipeline.wrapper module sklearndf.regression module sklearndf.regression.extra module sklearndf.regression.wrapper module sklearndf.transformation module sklearndf.transformation.extra module sklearndf.transformation.extra.wrapper module sklearndf.transformation.wrapper module sklearndf.wrapper module sklearndf.wrapper.numpy module sklearndf.wrapper.stacking module sparse_coef_ (sklearndf.regression.ElasticNetDF property) SparseCoderDF (class in sklearndf.transformation) SparsePCADF (class in sklearndf.transformation) SparseRandomProjectionDF (class in sklearndf.transformation) SpectralClusteringDF (class in sklearndf.clustering) SplineTransformerDF (class in sklearndf.transformation) StackingClassifierDF (class in sklearndf.classification) StackingClassifierWrapperDF (class in sklearndf.wrapper.stacking) StackingEstimatorWrapperDF (class in sklearndf.wrapper.stacking) StackingRegressorDF (class in sklearndf.regression) StackingRegressorWrapperDF (class in sklearndf.wrapper.stacking) staged_decision_function() (sklearndf.classification.AdaBoostClassifierDF method) (sklearndf.classification.GradientBoostingClassifierDF method) (sklearndf.classification.HistGradientBoostingClassifierDF method) staged_predict() (sklearndf.classification.AdaBoostClassifierDF method) (sklearndf.classification.GradientBoostingClassifierDF method) (sklearndf.classification.HistGradientBoostingClassifierDF method) (sklearndf.regression.AdaBoostRegressorDF method) (sklearndf.regression.GradientBoostingRegressorDF method) (sklearndf.regression.HistGradientBoostingRegressorDF method) staged_predict_proba() (sklearndf.classification.AdaBoostClassifierDF method) (sklearndf.classification.GradientBoostingClassifierDF method) (sklearndf.classification.HistGradientBoostingClassifierDF method) StandardScalerDF (class in sklearndf.transformation) steps (sklearndf.pipeline.PipelineDF property) (sklearndf.pipeline.wrapper.PipelineWrapperDF property) SupervisedLearnerDF (class in sklearndf) SupervisedLearnerNPDF (class in sklearndf.wrapper.numpy) SupervisedLearnerPipelineDF (class in sklearndf.pipeline) SupervisedLearnerWrapperDF (class in sklearndf.wrapper) SVCDF (class in sklearndf.classification) SVRDF (class in sklearndf.regression)

T

TfidfTransformerDF (class in sklearndf.transformation) TfidfVectorizerDF (class in sklearndf.transformation) TfidfVectorizerTx (class in sklearndf.transformation) TheilSenRegressorDF (class in sklearndf.regression) threshold_ (sklearndf.transformation.SelectFromModelDF property) to_expression() (sklearndf.classification.AdaBoostClassifierDF method) (sklearndf.classification.BaggingClassifierDF method) (sklearndf.classification.BernoulliNBDF method) (sklearndf.classification.CalibratedClassifierCVDF method) (sklearndf.classification.CategoricalNBDF method) (sklearndf.classification.ClassifierChainDF method) (sklearndf.classification.ComplementNBDF method) (sklearndf.classification.DecisionTreeClassifierDF method) (sklearndf.classification.DummyClassifierDF method) (sklearndf.classification.extra.LGBMClassifierDF method) (sklearndf.classification.extra.XGBClassifierDF method) (sklearndf.classification.ExtraTreeClassifierDF method) (sklearndf.classification.ExtraTreesClassifierDF method) (sklearndf.classification.GaussianNBDF method) (sklearndf.classification.GaussianProcessClassifierDF method) (sklearndf.classification.GradientBoostingClassifierDF method) (sklearndf.classification.HistGradientBoostingClassifierDF method) (sklearndf.classification.KNeighborsClassifierDF method) (sklearndf.classification.LabelPropagationDF method) (sklearndf.classification.LabelSpreadingDF method) (sklearndf.classification.LinearDiscriminantAnalysisDF method) (sklearndf.classification.LinearSVCDF method) (sklearndf.classification.LogisticRegressionCVDF method) (sklearndf.classification.LogisticRegressionDF method) (sklearndf.classification.MLPClassifierDF method) (sklearndf.classification.MultinomialNBDF method) (sklearndf.classification.MultiOutputClassifierDF method) (sklearndf.classification.NearestCentroidDF method) (sklearndf.classification.NuSVCDF method) (sklearndf.classification.OneVsOneClassifierDF method) (sklearndf.classification.OneVsRestClassifierDF method) (sklearndf.classification.OutputCodeClassifierDF method) (sklearndf.classification.PassiveAggressiveClassifierDF method) (sklearndf.classification.PerceptronDF method) (sklearndf.classification.QuadraticDiscriminantAnalysisDF method) (sklearndf.classification.RadiusNeighborsClassifierDF method) (sklearndf.classification.RandomForestClassifierDF method) (sklearndf.classification.RidgeClassifierCVDF method) (sklearndf.classification.RidgeClassifierDF method) (sklearndf.classification.SGDClassifierDF method) (sklearndf.classification.StackingClassifierDF method) (sklearndf.classification.SVCDF method) (sklearndf.classification.VotingClassifierDF method) (sklearndf.classification.wrapper.ClassifierChainWrapperDF method) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF method) (sklearndf.classification.wrapper.MetaClassifierWrapperDF method) (sklearndf.classification.wrapper.MultiOutputClassifierWrapperDF method) (sklearndf.classification.wrapper.PartialFitClassifierWrapperDF method) (sklearndf.ClassifierDF method) (sklearndf.ClusterDF method) (sklearndf.clustering.AffinityPropagationDF method) (sklearndf.clustering.AgglomerativeClusteringDF method) (sklearndf.clustering.BirchDF method) (sklearndf.clustering.BisectingKMeansDF method) (sklearndf.clustering.DBSCANDF method) (sklearndf.clustering.FeatureAgglomerationDF method) (sklearndf.clustering.KMeansDF method) (sklearndf.clustering.MeanShiftDF method) (sklearndf.clustering.MiniBatchKMeansDF method) (sklearndf.clustering.OPTICSDF method) (sklearndf.clustering.SpectralClusteringDF method) (sklearndf.clustering.wrapper.FeatureAgglomerationWrapperDF method) (sklearndf.clustering.wrapper.KMeansBaseWrapperDF method) (sklearndf.EstimatorDF method) (sklearndf.LearnerDF method) (sklearndf.pipeline.ClassifierPipelineDF method) (sklearndf.pipeline.ClusterPipelineDF method) (sklearndf.pipeline.FeatureUnionDF method) (sklearndf.pipeline.LearnerPipelineDF method) (sklearndf.pipeline.PipelineDF method) (sklearndf.pipeline.RegressorPipelineDF method) (sklearndf.pipeline.SupervisedLearnerPipelineDF method) (sklearndf.pipeline.wrapper.FeatureUnionWrapperDF method) (sklearndf.pipeline.wrapper.PipelineWrapperDF method) (sklearndf.regression.AdaBoostRegressorDF method) (sklearndf.regression.ARDRegressionDF method) (sklearndf.regression.BaggingRegressorDF method) (sklearndf.regression.BayesianRidgeDF method) (sklearndf.regression.CCADF method) (sklearndf.regression.DecisionTreeRegressorDF method) (sklearndf.regression.DummyRegressorDF method) (sklearndf.regression.ElasticNetCVDF method) (sklearndf.regression.ElasticNetDF method) (sklearndf.regression.extra.LGBMRegressorDF method) (sklearndf.regression.extra.XGBRegressorDF method) (sklearndf.regression.ExtraTreeRegressorDF method) (sklearndf.regression.ExtraTreesRegressorDF method) (sklearndf.regression.GammaRegressorDF method) (sklearndf.regression.GaussianProcessRegressorDF method) (sklearndf.regression.GradientBoostingRegressorDF method) (sklearndf.regression.HistGradientBoostingRegressorDF method) (sklearndf.regression.HuberRegressorDF method) (sklearndf.regression.IsotonicRegressionDF method) (sklearndf.regression.KernelRidgeDF method) (sklearndf.regression.KNeighborsRegressorDF method) (sklearndf.regression.LarsCVDF method) (sklearndf.regression.LarsDF method) (sklearndf.regression.LassoCVDF method) (sklearndf.regression.LassoDF method) (sklearndf.regression.LassoLarsCVDF method) (sklearndf.regression.LassoLarsDF method) (sklearndf.regression.LassoLarsICDF method) (sklearndf.regression.LinearRegressionDF method) (sklearndf.regression.LinearSVRDF method) (sklearndf.regression.MLPRegressorDF method) (sklearndf.regression.MultiOutputRegressorDF method) (sklearndf.regression.MultiTaskElasticNetCVDF method) (sklearndf.regression.MultiTaskElasticNetDF method) (sklearndf.regression.MultiTaskLassoCVDF method) (sklearndf.regression.MultiTaskLassoDF method) (sklearndf.regression.NuSVRDF method) (sklearndf.regression.OrthogonalMatchingPursuitCVDF method) (sklearndf.regression.OrthogonalMatchingPursuitDF method) (sklearndf.regression.PassiveAggressiveRegressorDF method) (sklearndf.regression.PLSCanonicalDF method) (sklearndf.regression.PLSRegressionDF method) (sklearndf.regression.PoissonRegressorDF method) (sklearndf.regression.QuantileRegressorDF method) (sklearndf.regression.RadiusNeighborsRegressorDF method) (sklearndf.regression.RandomForestRegressorDF method) (sklearndf.regression.RANSACRegressorDF method) (sklearndf.regression.RegressorChainDF method) (sklearndf.regression.RidgeCVDF method) (sklearndf.regression.RidgeDF method) (sklearndf.regression.SGDRegressorDF method) (sklearndf.regression.StackingRegressorDF method) (sklearndf.regression.SVRDF method) (sklearndf.regression.TheilSenRegressorDF method) (sklearndf.regression.TransformedTargetRegressorDF method) (sklearndf.regression.TweedieRegressorDF method) (sklearndf.regression.VotingRegressorDF method) (sklearndf.regression.wrapper.IsotonicRegressionWrapperDF method) (sklearndf.regression.wrapper.MetaRegressorWrapperDF method) (sklearndf.regression.wrapper.MultiOutputRegressorWrapperDF method) (sklearndf.regression.wrapper.PartialFitRegressorWrapperDF method) (sklearndf.regression.wrapper.RegressorTransformerWrapperDF method) (sklearndf.RegressorDF method) (sklearndf.SupervisedLearnerDF method) (sklearndf.transformation.AdditiveChi2SamplerDF method) (sklearndf.transformation.BernoulliRBMDF method) (sklearndf.transformation.BinarizerDF method) (sklearndf.transformation.ColumnTransformerDF method) (sklearndf.transformation.CountVectorizerDF method) (sklearndf.transformation.DictionaryLearningDF method) (sklearndf.transformation.DictVectorizerDF method) (sklearndf.transformation.extra.BoostAGrootaDF method) (sklearndf.transformation.extra.BorutaDF method) (sklearndf.transformation.extra.GrootCVDF method) (sklearndf.transformation.extra.LeshyDF method) (sklearndf.transformation.extra.wrapper.ARFSWrapperDF method) (sklearndf.transformation.extra.wrapper.BorutaPyWrapperDF method) (sklearndf.transformation.FactorAnalysisDF method) (sklearndf.transformation.FastICADF method) (sklearndf.transformation.FeatureHasherDF method) (sklearndf.transformation.FunctionTransformerDF method) (sklearndf.transformation.GaussianRandomProjectionDF method) (sklearndf.transformation.GenericUnivariateSelectDF method) (sklearndf.transformation.HashingVectorizerDF method) (sklearndf.transformation.IncrementalPCADF method) (sklearndf.transformation.IsomapDF method) (sklearndf.transformation.IterativeImputerDF method) (sklearndf.transformation.KBinsDiscretizerDF method) (sklearndf.transformation.KernelCentererDF method) (sklearndf.transformation.KernelPCADF method) (sklearndf.transformation.KNNImputerDF method) (sklearndf.transformation.LabelBinarizerDF method) (sklearndf.transformation.LabelEncoderDF method) (sklearndf.transformation.LatentDirichletAllocationDF method) (sklearndf.transformation.LocallyLinearEmbeddingDF method) (sklearndf.transformation.MaxAbsScalerDF method) (sklearndf.transformation.MiniBatchDictionaryLearningDF method) (sklearndf.transformation.MiniBatchNMFDF method) (sklearndf.transformation.MiniBatchSparsePCADF method) (sklearndf.transformation.MinMaxScalerDF method) (sklearndf.transformation.MissingIndicatorDF method) (sklearndf.transformation.MultiLabelBinarizerDF method) (sklearndf.transformation.NeighborhoodComponentsAnalysisDF method) (sklearndf.transformation.NMFDF method) (sklearndf.transformation.NormalizerDF method) (sklearndf.transformation.NystroemDF method) (sklearndf.transformation.OneHotEncoderDF method) (sklearndf.transformation.OrdinalEncoderDF method) (sklearndf.transformation.PCADF method) (sklearndf.transformation.PLSSVDDF method) (sklearndf.transformation.PolynomialCountSketchDF method) (sklearndf.transformation.PolynomialFeaturesDF method) (sklearndf.transformation.PowerTransformerDF method) (sklearndf.transformation.QuantileTransformerDF method) (sklearndf.transformation.RandomTreesEmbeddingDF method) (sklearndf.transformation.RBFSamplerDF method) (sklearndf.transformation.RFECVDF method) (sklearndf.transformation.RFEDF method) (sklearndf.transformation.RobustScalerDF method) (sklearndf.transformation.SelectFdrDF method) (sklearndf.transformation.SelectFprDF method) (sklearndf.transformation.SelectFromModelDF method) (sklearndf.transformation.SelectFweDF method) (sklearndf.transformation.SelectKBestDF method) (sklearndf.transformation.SelectPercentileDF method) (sklearndf.transformation.SequentialFeatureSelectorDF method) (sklearndf.transformation.SimpleImputerDF method) (sklearndf.transformation.SkewedChi2SamplerDF method) (sklearndf.transformation.SparseCoderDF method) (sklearndf.transformation.SparsePCADF method) (sklearndf.transformation.SparseRandomProjectionDF method) (sklearndf.transformation.SplineTransformerDF method) (sklearndf.transformation.StandardScalerDF method) (sklearndf.transformation.TfidfTransformerDF method) (sklearndf.transformation.TfidfVectorizerDF method) (sklearndf.transformation.TruncatedSVDDF method) (sklearndf.transformation.VarianceThresholdDF method) (sklearndf.transformation.wrapper.AdditiveChi2SamplerWrapperDF method) (sklearndf.transformation.wrapper.BaseMultiOutputWrapperDF method) (sklearndf.transformation.wrapper.BaseMultipleInputsPerOutputTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnPreservingTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnSubsetTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnTransformerWrapperDF method) (sklearndf.transformation.wrapper.ComponentsDimensionalityReductionWrapperDF method) (sklearndf.transformation.wrapper.EmbeddingWrapperDF method) (sklearndf.transformation.wrapper.FeatureSelectionWrapperDF method) (sklearndf.transformation.wrapper.ImputerWrapperDF method) (sklearndf.transformation.wrapper.IsomapWrapperDF method) (sklearndf.transformation.wrapper.KBinsDiscretizerWrapperDF method) (sklearndf.transformation.wrapper.MissingIndicatorWrapperDF method) (sklearndf.transformation.wrapper.NComponentsDimensionalityReductionWrapperDF method) (sklearndf.transformation.wrapper.NumpyTransformerWrapperDF method) (sklearndf.transformation.wrapper.OneHotEncoderWrapperDF method) (sklearndf.transformation.wrapper.PCAWrapperDF method) (sklearndf.transformation.wrapper.PolynomialTransformerWrapperDF method) (sklearndf.transformation.wrapper.SingleColumnTransformerWrapperDF method) (sklearndf.transformation.wrapper.VectorizerWrapperDF method) (sklearndf.TransformerDF method) (sklearndf.wrapper.ClassifierWrapperDF method) (sklearndf.wrapper.ClusterWrapperDF method) (sklearndf.wrapper.EstimatorWrapperDF method) (sklearndf.wrapper.LearnerWrapperDF method) (sklearndf.wrapper.MetaEstimatorWrapperDF method) (sklearndf.wrapper.numpy.ClassifierNPDF method) (sklearndf.wrapper.numpy.EstimatorNPDF method) (sklearndf.wrapper.numpy.LearnerNPDF method) (sklearndf.wrapper.numpy.RegressorNPDF method) (sklearndf.wrapper.numpy.SupervisedLearnerNPDF method) (sklearndf.wrapper.numpy.TransformerNPDF method) (sklearndf.wrapper.RegressorWrapperDF method) (sklearndf.wrapper.stacking.StackingClassifierWrapperDF method) (sklearndf.wrapper.stacking.StackingEstimatorWrapperDF method) (sklearndf.wrapper.stacking.StackingRegressorWrapperDF method) (sklearndf.wrapper.SupervisedLearnerWrapperDF method) (sklearndf.wrapper.TransformerWrapperDF method)

transform() (sklearndf.classification.LinearDiscriminantAnalysisDF method) (sklearndf.classification.StackingClassifierDF method) (sklearndf.classification.VotingClassifierDF method) (sklearndf.classification.wrapper.LinearDiscriminantAnalysisWrapperDF method) (sklearndf.clustering.BirchDF method) (sklearndf.clustering.FeatureAgglomerationDF method) (sklearndf.clustering.wrapper.FeatureAgglomerationWrapperDF method) (sklearndf.pipeline.FeatureUnionDF method) (sklearndf.pipeline.PipelineDF method) (sklearndf.pipeline.wrapper.FeatureUnionSparseFrames method) (sklearndf.pipeline.wrapper.FeatureUnionWrapperDF method) (sklearndf.pipeline.wrapper.PipelineWrapperDF method) (sklearndf.regression.CCADF method) (sklearndf.regression.IsotonicRegressionDF method) (sklearndf.regression.PLSCanonicalDF method) (sklearndf.regression.PLSRegressionDF method) (sklearndf.regression.StackingRegressorDF method) (sklearndf.regression.VotingRegressorDF method) (sklearndf.regression.wrapper.IsotonicRegressionWrapperDF method) (sklearndf.regression.wrapper.RegressorTransformerWrapperDF method) (sklearndf.transformation.AdditiveChi2SamplerDF method) (sklearndf.transformation.BernoulliRBMDF method) (sklearndf.transformation.BinarizerDF method) (sklearndf.transformation.ColumnTransformerDF method) (sklearndf.transformation.CountVectorizerDF method) (sklearndf.transformation.CountVectorizerTx method) (sklearndf.transformation.DictionaryLearningDF method) (sklearndf.transformation.DictVectorizerDF method) (sklearndf.transformation.extra.BoostAGrootaDF method) (sklearndf.transformation.extra.BorutaDF method) (sklearndf.transformation.extra.GrootCVDF method) (sklearndf.transformation.extra.LeshyDF method) (sklearndf.transformation.extra.wrapper.ARFSWrapperDF method) (sklearndf.transformation.extra.wrapper.BorutaPyWrapperDF method) (sklearndf.transformation.FactorAnalysisDF method) (sklearndf.transformation.FastICADF method) (sklearndf.transformation.FeatureHasherDF method) (sklearndf.transformation.FunctionTransformerDF method) (sklearndf.transformation.GaussianRandomProjectionDF method) (sklearndf.transformation.GenericUnivariateSelectDF method) (sklearndf.transformation.HashingVectorizerDF method) (sklearndf.transformation.IncrementalPCADF method) (sklearndf.transformation.IsomapDF method) (sklearndf.transformation.IterativeImputerDF method) (sklearndf.transformation.KBinsDiscretizerDF method) (sklearndf.transformation.KernelCentererDF method) (sklearndf.transformation.KernelPCADF method) (sklearndf.transformation.KNNImputerDF method) (sklearndf.transformation.LabelBinarizerDF method) (sklearndf.transformation.LabelEncoderDF method) (sklearndf.transformation.LatentDirichletAllocationDF method) (sklearndf.transformation.LocallyLinearEmbeddingDF method) (sklearndf.transformation.MaxAbsScalerDF method) (sklearndf.transformation.MiniBatchDictionaryLearningDF method) (sklearndf.transformation.MiniBatchNMFDF method) (sklearndf.transformation.MiniBatchSparsePCADF method) (sklearndf.transformation.MinMaxScalerDF method) (sklearndf.transformation.MissingIndicatorDF method) (sklearndf.transformation.MultiLabelBinarizerDF method) (sklearndf.transformation.NeighborhoodComponentsAnalysisDF method) (sklearndf.transformation.NMFDF method) (sklearndf.transformation.NormalizerDF method) (sklearndf.transformation.NystroemDF method) (sklearndf.transformation.OneHotEncoderDF method) (sklearndf.transformation.OrdinalEncoderDF method) (sklearndf.transformation.PCADF method) (sklearndf.transformation.PLSSVDDF method) (sklearndf.transformation.PolynomialCountSketchDF method) (sklearndf.transformation.PolynomialFeaturesDF method) (sklearndf.transformation.PowerTransformerDF method) (sklearndf.transformation.QuantileTransformerDF method) (sklearndf.transformation.RandomTreesEmbeddingDF method) (sklearndf.transformation.RBFSamplerDF method) (sklearndf.transformation.RFECVDF method) (sklearndf.transformation.RFEDF method) (sklearndf.transformation.RobustScalerDF method) (sklearndf.transformation.SelectFdrDF method) (sklearndf.transformation.SelectFprDF method) (sklearndf.transformation.SelectFromModelDF method) (sklearndf.transformation.SelectFweDF method) (sklearndf.transformation.SelectKBestDF method) (sklearndf.transformation.SelectPercentileDF method) (sklearndf.transformation.SequentialFeatureSelectorDF method) (sklearndf.transformation.SimpleImputerDF method) (sklearndf.transformation.SkewedChi2SamplerDF method) (sklearndf.transformation.SparseCoderDF method) (sklearndf.transformation.SparsePCADF method) (sklearndf.transformation.SparseRandomProjectionDF method) (sklearndf.transformation.SplineTransformerDF method) (sklearndf.transformation.StandardScalerDF method) (sklearndf.transformation.TfidfTransformerDF method) (sklearndf.transformation.TfidfVectorizerDF method) (sklearndf.transformation.TfidfVectorizerTx method) (sklearndf.transformation.TruncatedSVDDF method) (sklearndf.transformation.VarianceThresholdDF method) (sklearndf.transformation.wrapper.AdditiveChi2SamplerWrapperDF method) (sklearndf.transformation.wrapper.BaseMultiOutputWrapperDF method) (sklearndf.transformation.wrapper.BaseMultipleInputsPerOutputTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnPreservingTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnSubsetTransformerWrapperDF method) (sklearndf.transformation.wrapper.ColumnTransformerSparseFrames method) (sklearndf.transformation.wrapper.ColumnTransformerWrapperDF method) (sklearndf.transformation.wrapper.ComponentsDimensionalityReductionWrapperDF method) (sklearndf.transformation.wrapper.EmbeddingWrapperDF method) (sklearndf.transformation.wrapper.FeatureSelectionWrapperDF method) (sklearndf.transformation.wrapper.ImputerWrapperDF method) (sklearndf.transformation.wrapper.IsomapWrapperDF method) (sklearndf.transformation.wrapper.KBinsDiscretizerWrapperDF method) (sklearndf.transformation.wrapper.MissingIndicatorWrapperDF method) (sklearndf.transformation.wrapper.NComponentsDimensionalityReductionWrapperDF method) (sklearndf.transformation.wrapper.NumpyTransformerWrapperDF method) (sklearndf.transformation.wrapper.OneHotEncoderWrapperDF method) (sklearndf.transformation.wrapper.PCAWrapperDF method) (sklearndf.transformation.wrapper.PolynomialTransformerWrapperDF method) (sklearndf.transformation.wrapper.SingleColumnTransformerWrapperDF method) (sklearndf.transformation.wrapper.VectorizerWrapperDF method) (sklearndf.TransformerDF method) (sklearndf.wrapper.numpy.TransformerNPDF method) (sklearndf.wrapper.TransformerWrapperDF method) TransformedTargetRegressorDF (class in sklearndf.regression) TransformerDF (class in sklearndf) TransformerNPDF (class in sklearndf.wrapper.numpy) TransformerWrapperDF (class in sklearndf.wrapper) TruncatedSVDDF (class in sklearndf.transformation) TweedieRegressorDF (class in sklearndf.regression)

V

VarianceThresholdDF (class in sklearndf.transformation) VectorizerWrapperDF (class in sklearndf.transformation.wrapper)

VotingClassifierDF (class in sklearndf.classification) VotingRegressorDF (class in sklearndf.regression)

X

XGBClassifierDF (class in sklearndf.classification.extra)

XGBRegressorDF (class in sklearndf.regression.extra)