Index

_

__call__() (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (RelativeLoss method)

A

apply() (ComposableTimeSeriesForestRegressor method) (RandomIntervalSpectralForest method) (SupervisedTimeSeriesForest method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) are_columns_nested() (in module sktime.datatypes._panel._convert)

ARIMA (class in sktime.forecasting.arima) Arsenal (class in sktime.classification.kernel_based) AutoARIMA (class in sktime.forecasting.arima) AutoCorrelationTransformer (class in sktime.transformations.series.acf) AutoEnsembleForecaster (class in sktime.forecasting.compose) AutoETS (class in sktime.forecasting.ets)

B

BaseEstimator (class in sktime.base) BaseObject (class in sktime.base)

BATS (class in sktime.forecasting.bats) BOSSEnsemble (class in sktime.classification.dictionary_based) BoxCoxTransformer (class in sktime.transformations.series.boxcox)

C

CanonicalIntervalForest (class in sktime.classification.interval_based) Catch22 (class in sktime.transformations.panel.catch22) Catch22Classifier (class in sktime.classification.feature_based) check_is_fitted() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (BaseEstimator method) (BATS method) (BOSSEnsemble method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (Catch22 method) (Catch22Classifier method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnTransformer method) (ColumnwiseTransformer method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ContractableBOSS method) (ContractedShapeletTransform method) (CosineTransformer method) (Croston method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (ElasticEnsemble method) (EnsembleForecaster method) (ExponentialSmoothing method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (HampelFilter method) (HIVECOTEV1 method) (Imputer method) (IndividualBOSS method) (IndividualTDE method) (IntervalSegmenter method) (KNeighborsTimeSeriesClassifier method) (LogTransformer method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MeanTransformer method) (MiniRocket method) (MiniRocketMultivariate method) (MrSEQLClassifier method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MUSE method) (NaiveForecaster method) (OnlineEnsembleForecaster method) (OptionalPassthrough method) (PAA method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomIntervalSpectralForest method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (Rocket method) (ROCKETClassifier method) (SAX method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransform method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SignatureTransformer method) (SqrtTransformer method) (StackingForecaster method) (SummaryTransformer method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaLinesTransformer method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TransformedTargetForecaster method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (UnobservedComponents method) (WEASEL method) clone_tags() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (BaseEstimator method) (BaseObject method) (BATS method) (BOSSEnsemble method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (Catch22 method) (Catch22Classifier method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnTransformer method) (ColumnwiseTransformer method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ContractableBOSS method) (ContractedShapeletTransform method) (CosineTransformer method) (Croston method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (ElasticEnsemble method) (EnsembleForecaster method) (ExponentialSmoothing method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (HampelFilter method) (HIVECOTEV1 method) (Imputer method) (IndividualBOSS method) (IndividualTDE method) (IntervalSegmenter method) (KNeighborsTimeSeriesClassifier method) (LogTransformer method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MeanTransformer method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (MiniRocket method) (MiniRocketMultivariate method) (MrSEQLClassifier method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MUSE method) (NaiveForecaster method) (OnlineEnsembleForecaster method) (OptionalPassthrough method) (PAA method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomIntervalSpectralForest method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (RelativeLoss method) (Rocket method) (ROCKETClassifier method) (SAX method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransform method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SignatureTransformer method) (SqrtTransformer method) (StackingForecaster method) (SummaryTransformer method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaLinesTransformer method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TransformedTargetForecaster method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (UnobservedComponents method) (WEASEL method)

ColumnConcatenator (class in sktime.transformations.panel.compose) ColumnEnsembleClassifier (class in sktime.classification.compose) ColumnEnsembleForecaster (class in sktime.forecasting.compose) ColumnTransformer (class in sktime.transformations.panel.compose) ColumnwiseTransformer (class in sktime.transformations.series.compose) ComposableTimeSeriesForestRegressor (class in sktime.regression.compose) compute_pred_int() (AutoETS method) (ThetaForecaster method) ConditionalDeseasonalizer (class in sktime.transformations.series.detrend) ContractableBOSS (class in sktime.classification.dictionary_based) ContractedShapeletTransform (class in sktime.transformations.panel.shapelets) CosineTransformer (class in sktime.transformations.series.cos) create_test_instance() (ARIMA class method) (Arsenal class method) (AutoARIMA class method) (AutoCorrelationTransformer class method) (AutoEnsembleForecaster class method) (AutoETS class method) (BaseEstimator class method) (BaseObject class method) (BATS class method) (BOSSEnsemble class method) (BoxCoxTransformer class method) (CanonicalIntervalForest class method) (Catch22 class method) (Catch22Classifier class method) (ColumnConcatenator class method) (ColumnEnsembleClassifier class method) (ColumnEnsembleForecaster class method) (ColumnTransformer class method) (ColumnwiseTransformer class method) (ComposableTimeSeriesForestRegressor class method) (ConditionalDeseasonalizer class method) (ContractableBOSS class method) (ContractedShapeletTransform class method) (CosineTransformer class method) (Croston class method) (DateTimeFeatures class method) (DerivativeSlopeTransformer class method) (Deseasonalizer class method) (Detrender class method) (Differencer class method) (DirectTabularRegressionForecaster class method) (DirectTimeSeriesRegressionForecaster class method) (DirRecTabularRegressionForecaster class method) (DirRecTimeSeriesRegressionForecaster class method) (DrCIF class method) (ElasticEnsemble class method) (EnsembleForecaster class method) (ExponentialSmoothing class method) (ExponentTransformer class method) (FeatureSelection class method) (FeatureUnion class method) (FittedParamExtractor class method) (ForecastingGridSearchCV class method) (ForecastingPipeline class method) (ForecastingRandomizedSearchCV class method) (GeometricMeanAbsoluteError class method) (GeometricMeanRelativeAbsoluteError class method) (GeometricMeanRelativeSquaredError class method) (GeometricMeanSquaredError class method) (HampelFilter class method) (HIVECOTEV1 class method) (Imputer class method) (IndividualBOSS class method) (IndividualTDE class method) (IntervalSegmenter class method) (KNeighborsTimeSeriesClassifier class method) (LogTransformer class method) (MatrixProfile class method) (MatrixProfileClassifier class method) (MatrixProfileTransformer class method) (MeanAbsoluteError class method) (MeanAbsolutePercentageError class method) (MeanAbsoluteScaledError class method) (MeanAsymmetricError class method) (MeanLinexError class method) (MeanRelativeAbsoluteError class method) (MeanSquaredError class method) (MeanSquaredPercentageError class method) (MeanSquaredScaledError class method) (MeanTransformer class method) (MedianAbsoluteError class method) (MedianAbsolutePercentageError class method) (MedianAbsoluteScaledError class method) (MedianRelativeAbsoluteError class method) (MedianSquaredError class method) (MedianSquaredPercentageError class method) (MedianSquaredScaledError class method) (MiniRocket class method) (MiniRocketMultivariate class method) (MrSEQLClassifier class method) (MultioutputTabularRegressionForecaster class method) (MultioutputTimeSeriesRegressionForecaster class method) (MultiplexForecaster class method) (MUSE class method) (NaiveForecaster class method) (OnlineEnsembleForecaster class method) (OptionalPassthrough class method) (PAA class method) (PartialAutoCorrelationTransformer class method) (PCATransformer class method) (PlateauFinder class method) (PolynomialTrendForecaster class method) (Prophet class method) (ProximityForest class method) (ProximityStump class method) (ProximityTree class method) (PyODAnnotator class method) (RandomIntervalFeatureExtractor class method) (RandomIntervalSegmenter class method) (RandomIntervalSpectralForest class method) (RecursiveTabularRegressionForecaster class method) (RecursiveTimeSeriesRegressionForecaster class method) (RelativeLoss class method) (Rocket class method) (ROCKETClassifier class method) (SAX class method) (SeriesToPrimitivesRowTransformer class method) (SeriesToSeriesRowTransformer class method) (SFA class method) (ShapeletTransform class method) (ShapeletTransformClassifier class method) (SignatureClassifier class method) (SignatureTransformer class method) (SqrtTransformer class method) (StackingForecaster class method) (SummaryTransformer class method) (SupervisedTimeSeriesForest class method) (Tabularizer class method) (TabularToSeriesAdaptor class method) (TBATS class method) (TemporalDictionaryEnsemble class method) (ThetaForecaster class method) (ThetaLinesTransformer class method) (TimeSeriesForestClassifier class method) (TimeSeriesForestRegressor class method) (TransformedTargetForecaster class method) (TSFreshClassifier class method) (TSFreshFeatureExtractor class method) (TSFreshRelevantFeatureExtractor class method) (UnobservedComponents class method) (WEASEL class method) Croston (class in sktime.forecasting.croston) cutoff (ARIMA property) (AutoARIMA property) (AutoEnsembleForecaster property) (AutoETS property) (BATS property) (ColumnEnsembleForecaster property) (Croston property) (DirectTabularRegressionForecaster property) (DirectTimeSeriesRegressionForecaster property) (DirRecTabularRegressionForecaster property) (DirRecTimeSeriesRegressionForecaster property) (EnsembleForecaster property) (ExponentialSmoothing property) (ForecastingGridSearchCV property) (ForecastingPipeline property) (ForecastingRandomizedSearchCV property) (MultioutputTabularRegressionForecaster property) (MultioutputTimeSeriesRegressionForecaster property) (MultiplexForecaster property) (NaiveForecaster property) (OnlineEnsembleForecaster property) (PolynomialTrendForecaster property) (Prophet property) (RecursiveTabularRegressionForecaster property) (RecursiveTimeSeriesRegressionForecaster property) (StackingForecaster property) (TBATS property) (ThetaForecaster property) (TransformedTargetForecaster property) (UnobservedComponents property) CutoffSplitter (class in sktime.forecasting.model_selection)

D

DateTimeFeatures (class in sktime.transformations.series.date) decision_path() (ComposableTimeSeriesForestRegressor method) (RandomIntervalSpectralForest method) (SupervisedTimeSeriesForest method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) DerivativeSlopeTransformer (class in sktime.transformations.panel.summarize) Deseasonalizer (class in sktime.transformations.series.detrend)

Detrender (class in sktime.transformations.series.detrend) Differencer (class in sktime.transformations.series.difference) DirectTabularRegressionForecaster (class in sktime.forecasting.compose) DirectTimeSeriesRegressionForecaster (class in sktime.forecasting.compose) DirRecTabularRegressionForecaster (class in sktime.forecasting.compose) DirRecTimeSeriesRegressionForecaster (class in sktime.forecasting.compose) distance_to_exemplars() (ProximityStump method) DrCIF (class in sktime.classification.interval_based)

E

ElasticEnsemble (class in sktime.classification.distance_based) Endogenous EnsembleForecaster (class in sktime.forecasting.compose) evaluate() (in module sktime.forecasting.model_evaluation)

Exogenous ExpandingWindowSplitter (class in sktime.forecasting.model_selection) ExponentialSmoothing (class in sktime.forecasting.exp_smoothing) ExponentTransformer (class in sktime.transformations.series.exponent)

F

feature_importances_ (ComposableTimeSeriesForestRegressor property) (RandomIntervalSpectralForest property) (SupervisedTimeSeriesForest property) (TimeSeriesForestClassifier property) (TimeSeriesForestRegressor property) FeatureSelection (class in sktime.transformations.series.feature_selection) FeatureUnion (class in sktime.series_as_features.compose) fh (ARIMA property) (AutoARIMA property) (AutoEnsembleForecaster property) (AutoETS property) (BATS property) (ColumnEnsembleForecaster property) (Croston property) (DirectTabularRegressionForecaster property) (DirectTimeSeriesRegressionForecaster property) (DirRecTabularRegressionForecaster property) (DirRecTimeSeriesRegressionForecaster property) (EnsembleForecaster property) (ExponentialSmoothing property) (ForecastingGridSearchCV property) (ForecastingPipeline property) (ForecastingRandomizedSearchCV property) (MultioutputTabularRegressionForecaster property) (MultioutputTimeSeriesRegressionForecaster property) (MultiplexForecaster property) (NaiveForecaster property) (OnlineEnsembleForecaster property) (PolynomialTrendForecaster property) (Prophet property) (RecursiveTabularRegressionForecaster property) (RecursiveTimeSeriesRegressionForecaster property) (StackingForecaster property) (TBATS property) (ThetaForecaster property) (TransformedTargetForecaster property) (UnobservedComponents property) find_closest_exemplar_indices() (ProximityStump method) fit() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (BATS method) (BOSSEnsemble method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (Catch22 method) (Catch22Classifier method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnTransformer method) (ColumnwiseTransformer method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ContractableBOSS method) (ContractedShapeletTransform method) (CosineTransformer method) (Croston method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (ElasticEnsemble method) (EnsembleForecaster method) (ExponentialSmoothing method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (HampelFilter method) (HIVECOTEV1 method) (Imputer method) (IndividualBOSS method) (IndividualTDE method) (IntervalSegmenter method) (KNeighborsTimeSeriesClassifier method) (LogTransformer method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MeanTransformer method) (MiniRocket method) (MiniRocketMultivariate method) (MrSEQLClassifier method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MUSE method) (NaiveForecaster method) (OnlineEnsembleForecaster method) (OptionalPassthrough method) (PAA method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomIntervalSpectralForest method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (Rocket method) (ROCKETClassifier method) (SAX method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransform method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SignatureTransformer method) (SqrtTransformer method) (StackingForecaster method) (SummaryTransformer method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaLinesTransformer method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TransformedTargetForecaster method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (UnobservedComponents method) (WEASEL method)

fit_predict() (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (BATS method) (ColumnEnsembleForecaster method) (Croston method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (EnsembleForecaster method) (ExponentialSmoothing method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (NaiveForecaster method) (OnlineEnsembleForecaster method) (PolynomialTrendForecaster method) (Prophet method) (PyODAnnotator method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (StackingForecaster method) (TBATS method) (ThetaForecaster method) (TransformedTargetForecaster method) (UnobservedComponents method) fit_transform() (AutoCorrelationTransformer method) (BoxCoxTransformer method) (Catch22 method) (ColumnConcatenator method) (ColumnTransformer method) (ColumnwiseTransformer method) (ConditionalDeseasonalizer method) (ContractedShapeletTransform method) (CosineTransformer method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FittedParamExtractor method) (HampelFilter method) (Imputer method) (IntervalSegmenter method) (LogTransformer method) (MatrixProfile method) (MatrixProfileTransformer method) (MeanTransformer method) (MiniRocket method) (MiniRocketMultivariate method) (OptionalPassthrough method) (PAA method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (Rocket method) (SAX method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransform method) (SignatureTransformer method) (SqrtTransformer method) (SummaryTransformer method) (Tabularizer method) (TabularToSeriesAdaptor method) (ThetaLinesTransformer method) (TransformedTargetForecaster method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) FitFailedWarning (class in sktime.exceptions) FittedParamExtractor (class in sktime.transformations.panel.summarize) Forecasting ForecastingGridSearchCV (class in sktime.forecasting.model_selection) ForecastingHorizon (class in sktime.forecasting.base) ForecastingPipeline (class in sktime.forecasting.compose) ForecastingRandomizedSearchCV (class in sktime.forecasting.model_selection) from_2d_array_to_nested() (in module sktime.datatypes._panel._convert) from_3d_numpy_to_2d_array() (in module sktime.datatypes._panel._convert) from_3d_numpy_to_multi_index() (in module sktime.datatypes._panel._convert) from_3d_numpy_to_nested() (in module sktime.datatypes._panel._convert) from_long_to_nested() (in module sktime.datatypes._panel._convert) from_multi_index_to_3d_numpy() (in module sktime.datatypes._panel._convert) from_multi_index_to_nested() (in module sktime.datatypes._panel._convert) from_nested_to_2d_array() (in module sktime.datatypes._panel._convert) from_nested_to_3d_numpy() (in module sktime.datatypes._panel._convert) from_nested_to_long() (in module sktime.datatypes._panel._convert) from_nested_to_multi_index() (in module sktime.datatypes._panel._convert)

G

geometric_mean_absolute_error() (in module sktime.performance_metrics.forecasting) geometric_mean_relative_absolute_error() (in module sktime.performance_metrics.forecasting) geometric_mean_relative_squared_error() (in module sktime.performance_metrics.forecasting) geometric_mean_squared_error() (in module sktime.performance_metrics.forecasting) GeometricMeanAbsoluteError (class in sktime.performance_metrics.forecasting) GeometricMeanRelativeAbsoluteError (class in sktime.performance_metrics.forecasting) GeometricMeanRelativeSquaredError (class in sktime.performance_metrics.forecasting) GeometricMeanSquaredError (class in sktime.performance_metrics.forecasting) get_class_tag() (ARIMA class method) (Arsenal class method) (AutoARIMA class method) (AutoCorrelationTransformer class method) (AutoEnsembleForecaster class method) (AutoETS class method) (BaseEstimator class method) (BaseObject class method) (BATS class method) (BOSSEnsemble class method) (BoxCoxTransformer class method) (CanonicalIntervalForest class method) (Catch22 class method) (Catch22Classifier class method) (ColumnConcatenator class method) (ColumnEnsembleClassifier class method) (ColumnEnsembleForecaster class method) (ColumnTransformer class method) (ColumnwiseTransformer class method) (ComposableTimeSeriesForestRegressor class method) (ConditionalDeseasonalizer class method) (ContractableBOSS class method) (ContractedShapeletTransform class method) (CosineTransformer class method) (Croston class method) (DateTimeFeatures class method) (DerivativeSlopeTransformer class method) (Deseasonalizer class method) (Detrender class method) (Differencer class method) (DirectTabularRegressionForecaster class method) (DirectTimeSeriesRegressionForecaster class method) (DirRecTabularRegressionForecaster class method) (DirRecTimeSeriesRegressionForecaster class method) (DrCIF class method) (ElasticEnsemble class method) (EnsembleForecaster class method) (ExponentialSmoothing class method) (ExponentTransformer class method) (FeatureSelection class method) (FeatureUnion class method) (FittedParamExtractor class method) (ForecastingGridSearchCV class method) (ForecastingPipeline class method) (ForecastingRandomizedSearchCV class method) (GeometricMeanAbsoluteError class method) (GeometricMeanRelativeAbsoluteError class method) (GeometricMeanRelativeSquaredError class method) (GeometricMeanSquaredError class method) (HampelFilter class method) (HIVECOTEV1 class method) (Imputer class method) (IndividualBOSS class method) (IndividualTDE class method) (IntervalSegmenter class method) (KNeighborsTimeSeriesClassifier class method) (LogTransformer class method) (MatrixProfile class method) (MatrixProfileClassifier class method) (MatrixProfileTransformer class method) (MeanAbsoluteError class method) (MeanAbsolutePercentageError class method) (MeanAbsoluteScaledError class method) (MeanAsymmetricError class method) (MeanLinexError class method) (MeanRelativeAbsoluteError class method) (MeanSquaredError class method) (MeanSquaredPercentageError class method) (MeanSquaredScaledError class method) (MeanTransformer class method) (MedianAbsoluteError class method) (MedianAbsolutePercentageError class method) (MedianAbsoluteScaledError class method) (MedianRelativeAbsoluteError class method) (MedianSquaredError class method) (MedianSquaredPercentageError class method) (MedianSquaredScaledError class method) (MiniRocket class method) (MiniRocketMultivariate class method) (MrSEQLClassifier class method) (MultioutputTabularRegressionForecaster class method) (MultioutputTimeSeriesRegressionForecaster class method) (MultiplexForecaster class method) (MUSE class method) (NaiveForecaster class method) (OnlineEnsembleForecaster class method) (OptionalPassthrough class method) (PAA class method) (PartialAutoCorrelationTransformer class method) (PCATransformer class method) (PlateauFinder class method) (PolynomialTrendForecaster class method) (Prophet class method) (ProximityForest class method) (ProximityStump class method) (ProximityTree class method) (PyODAnnotator class method) (RandomIntervalFeatureExtractor class method) (RandomIntervalSegmenter class method) (RandomIntervalSpectralForest class method) (RecursiveTabularRegressionForecaster class method) (RecursiveTimeSeriesRegressionForecaster class method) (RelativeLoss class method) (Rocket class method) (ROCKETClassifier class method) (SAX class method) (SeriesToPrimitivesRowTransformer class method) (SeriesToSeriesRowTransformer class method) (SFA class method) (ShapeletTransform class method) (ShapeletTransformClassifier class method) (SignatureClassifier class method) (SignatureTransformer class method) (SqrtTransformer class method) (StackingForecaster class method) (SummaryTransformer class method) (SupervisedTimeSeriesForest class method) (Tabularizer class method) (TabularToSeriesAdaptor class method) (TBATS class method) (TemporalDictionaryEnsemble class method) (ThetaForecaster class method) (ThetaLinesTransformer class method) (TimeSeriesForestClassifier class method) (TimeSeriesForestRegressor class method) (TransformedTargetForecaster class method) (TSFreshClassifier class method) (TSFreshFeatureExtractor class method) (TSFreshRelevantFeatureExtractor class method) (UnobservedComponents class method) (WEASEL class method) get_class_tags() (ARIMA class method) (Arsenal class method) (AutoARIMA class method) (AutoCorrelationTransformer class method) (AutoEnsembleForecaster class method) (AutoETS class method) (BaseEstimator class method) (BaseObject class method) (BATS class method) (BOSSEnsemble class method) (BoxCoxTransformer class method) (CanonicalIntervalForest class method) (Catch22 class method) (Catch22Classifier class method) (ColumnConcatenator class method) (ColumnEnsembleClassifier class method) (ColumnEnsembleForecaster class method) (ColumnTransformer class method) (ColumnwiseTransformer class method) (ComposableTimeSeriesForestRegressor class method) (ConditionalDeseasonalizer class method) (ContractableBOSS class method) (ContractedShapeletTransform class method) (CosineTransformer class method) (Croston class method) (DateTimeFeatures class method) (DerivativeSlopeTransformer class method) (Deseasonalizer class method) (Detrender class method) (Differencer class method) (DirectTabularRegressionForecaster class method) (DirectTimeSeriesRegressionForecaster class method) (DirRecTabularRegressionForecaster class method) (DirRecTimeSeriesRegressionForecaster class method) (DrCIF class method) (ElasticEnsemble class method) (EnsembleForecaster class method) (ExponentialSmoothing class method) (ExponentTransformer class method) (FeatureSelection class method) (FeatureUnion class method) (FittedParamExtractor class method) (ForecastingGridSearchCV class method) (ForecastingPipeline class method) (ForecastingRandomizedSearchCV class method) (GeometricMeanAbsoluteError class method) (GeometricMeanRelativeAbsoluteError class method) (GeometricMeanRelativeSquaredError class method) (GeometricMeanSquaredError class method) (HampelFilter class method) (HIVECOTEV1 class method) (Imputer class method) (IndividualBOSS class method) (IndividualTDE class method) (IntervalSegmenter class method) (KNeighborsTimeSeriesClassifier class method) (LogTransformer class method) (MatrixProfile class method) (MatrixProfileClassifier class method) (MatrixProfileTransformer class method) (MeanAbsoluteError class method) (MeanAbsolutePercentageError class method) (MeanAbsoluteScaledError class method) (MeanAsymmetricError class method) (MeanLinexError class method) (MeanRelativeAbsoluteError class method) (MeanSquaredError class method) (MeanSquaredPercentageError class method) (MeanSquaredScaledError class method) (MeanTransformer class method) (MedianAbsoluteError class method) (MedianAbsolutePercentageError class method) (MedianAbsoluteScaledError class method) (MedianRelativeAbsoluteError class method) (MedianSquaredError class method) (MedianSquaredPercentageError class method) (MedianSquaredScaledError class method) (MiniRocket class method) (MiniRocketMultivariate class method) (MrSEQLClassifier class method) (MultioutputTabularRegressionForecaster class method) (MultioutputTimeSeriesRegressionForecaster class method) (MultiplexForecaster class method) (MUSE class method) (NaiveForecaster class method) (OnlineEnsembleForecaster class method) (OptionalPassthrough class method) (PAA class method) (PartialAutoCorrelationTransformer class method) (PCATransformer class method) (PlateauFinder class method) (PolynomialTrendForecaster class method) (Prophet class method) (ProximityForest class method) (ProximityStump class method) (ProximityTree class method) (PyODAnnotator class method) (RandomIntervalFeatureExtractor class method) (RandomIntervalSegmenter class method) (RandomIntervalSpectralForest class method) (RecursiveTabularRegressionForecaster class method) (RecursiveTimeSeriesRegressionForecaster class method) (RelativeLoss class method) (Rocket class method) (ROCKETClassifier class method) (SAX class method) (SeriesToPrimitivesRowTransformer class method) (SeriesToSeriesRowTransformer class method) (SFA class method) (ShapeletTransform class method) (ShapeletTransformClassifier class method) (SignatureClassifier class method) (SignatureTransformer class method) (SqrtTransformer class method) (StackingForecaster class method) (SummaryTransformer class method) (SupervisedTimeSeriesForest class method) (Tabularizer class method) (TabularToSeriesAdaptor class method) (TBATS class method) (TemporalDictionaryEnsemble class method) (ThetaForecaster class method) (ThetaLinesTransformer class method) (TimeSeriesForestClassifier class method) (TimeSeriesForestRegressor class method) (TransformedTargetForecaster class method) (TSFreshClassifier class method) (TSFreshFeatureExtractor class method) (TSFreshRelevantFeatureExtractor class method) (UnobservedComponents class method) (WEASEL class method) get_cutoffs() (CutoffSplitter method) (ExpandingWindowSplitter method) (SingleWindowSplitter method) (SlidingWindowSplitter method) get_feature_names() (ColumnTransformer method) (FeatureUnion method) get_fh() (CutoffSplitter method) (ExpandingWindowSplitter method) (SingleWindowSplitter method) (SlidingWindowSplitter method) get_fitted_params() (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (BATS method) (ColumnEnsembleForecaster method) (Croston method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (EnsembleForecaster method) (ExponentialSmoothing method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (NaiveForecaster method) (OnlineEnsembleForecaster method) (PolynomialTrendForecaster method) (Prophet method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (StackingForecaster method) (TBATS method) (ThetaForecaster method) (TransformedTargetForecaster method) (UnobservedComponents method) get_metric_params() (ElasticEnsemble method) get_n_splits() (CutoffSplitter method) (ExpandingWindowSplitter method) (SingleWindowSplitter method) (SlidingWindowSplitter method) get_params() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (BaseEstimator method) (BaseObject method) (BATS method) (BOSSEnsemble method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (Catch22 method) (Catch22Classifier method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnTransformer method) (ColumnwiseTransformer method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ContractableBOSS method) (ContractedShapeletTransform method) (CosineTransformer method) (Croston method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (ElasticEnsemble method) (EnsembleForecaster method) (ExponentialSmoothing method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (HampelFilter method) (HIVECOTEV1 method) (Imputer method) (IndividualBOSS method) (IndividualTDE method) (IntervalSegmenter method) (KNeighborsTimeSeriesClassifier method) (LogTransformer method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MeanTransformer method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (MiniRocket method) (MiniRocketMultivariate method) (MrSEQLClassifier method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MUSE method) (NaiveForecaster method) (OnlineEnsembleForecaster method) (OptionalPassthrough method) (PAA method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomIntervalSpectralForest method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (RelativeLoss method) (Rocket method) (ROCKETClassifier method) (SAX method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransform method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SignatureTransformer method) (SqrtTransformer method) (StackingForecaster method) (SummaryTransformer method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaLinesTransformer method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TransformedTargetForecaster method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (UnobservedComponents method) (WEASEL method)

get_shapelets() (ContractedShapeletTransform method) (ShapeletTransform method) get_tag() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (BaseEstimator method) (BaseObject method) (BATS method) (BOSSEnsemble method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (Catch22 method) (Catch22Classifier method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnTransformer method) (ColumnwiseTransformer method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ContractableBOSS method) (ContractedShapeletTransform method) (CosineTransformer method) (Croston method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (ElasticEnsemble method) (EnsembleForecaster method) (ExponentialSmoothing method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (HampelFilter method) (HIVECOTEV1 method) (Imputer method) (IndividualBOSS method) (IndividualTDE method) (IntervalSegmenter method) (KNeighborsTimeSeriesClassifier method) (LogTransformer method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MeanTransformer method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (MiniRocket method) (MiniRocketMultivariate method) (MrSEQLClassifier method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MUSE method) (NaiveForecaster method) (OnlineEnsembleForecaster method) (OptionalPassthrough method) (PAA method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomIntervalSpectralForest method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (RelativeLoss method) (Rocket method) (ROCKETClassifier method) (SAX method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransform method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SignatureTransformer method) (SqrtTransformer method) (StackingForecaster method) (SummaryTransformer method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaLinesTransformer method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TransformedTargetForecaster method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (UnobservedComponents method) (WEASEL method) get_tags() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (BaseEstimator method) (BaseObject method) (BATS method) (BOSSEnsemble method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (Catch22 method) (Catch22Classifier method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnTransformer method) (ColumnwiseTransformer method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ContractableBOSS method) (ContractedShapeletTransform method) (CosineTransformer method) (Croston method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (ElasticEnsemble method) (EnsembleForecaster method) (ExponentialSmoothing method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (HampelFilter method) (HIVECOTEV1 method) (Imputer method) (IndividualBOSS method) (IndividualTDE method) (IntervalSegmenter method) (KNeighborsTimeSeriesClassifier method) (LogTransformer method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MeanTransformer method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (MiniRocket method) (MiniRocketMultivariate method) (MrSEQLClassifier method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MUSE method) (NaiveForecaster method) (OnlineEnsembleForecaster method) (OptionalPassthrough method) (PAA method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomIntervalSpectralForest method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (RelativeLoss method) (Rocket method) (ROCKETClassifier method) (SAX method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransform method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SignatureTransformer method) (SqrtTransformer method) (StackingForecaster method) (SummaryTransformer method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaLinesTransformer method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TransformedTargetForecaster method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (UnobservedComponents method) (WEASEL method) get_test_params() (ARIMA class method) (Arsenal class method) (AutoARIMA class method) (AutoCorrelationTransformer class method) (AutoEnsembleForecaster class method) (AutoETS class method) (BaseEstimator class method) (BaseObject class method) (BATS class method) (BOSSEnsemble class method) (BoxCoxTransformer class method) (CanonicalIntervalForest class method) (Catch22 class method) (Catch22Classifier class method) (ColumnConcatenator class method) (ColumnEnsembleClassifier class method) (ColumnEnsembleForecaster class method) (ColumnTransformer class method) (ColumnwiseTransformer class method) (ComposableTimeSeriesForestRegressor class method) (ConditionalDeseasonalizer class method) (ContractableBOSS class method) (ContractedShapeletTransform class method) (CosineTransformer class method) (Croston class method) (DateTimeFeatures class method) (DerivativeSlopeTransformer class method) (Deseasonalizer class method) (Detrender class method) (Differencer class method) (DirectTabularRegressionForecaster class method) (DirectTimeSeriesRegressionForecaster class method) (DirRecTabularRegressionForecaster class method) (DirRecTimeSeriesRegressionForecaster class method) (DrCIF class method) (ElasticEnsemble class method) (EnsembleForecaster class method) (ExponentialSmoothing class method) (ExponentTransformer class method) (FeatureSelection class method) (FeatureUnion class method) (FittedParamExtractor class method) (ForecastingGridSearchCV class method) (ForecastingPipeline class method) (ForecastingRandomizedSearchCV class method) (GeometricMeanAbsoluteError class method) (GeometricMeanRelativeAbsoluteError class method) (GeometricMeanRelativeSquaredError class method) (GeometricMeanSquaredError class method) (HampelFilter class method) (HIVECOTEV1 class method) (Imputer class method) (IndividualBOSS class method) (IndividualTDE class method) (IntervalSegmenter class method) (KNeighborsTimeSeriesClassifier class method) (LogTransformer class method) (MatrixProfile class method) (MatrixProfileClassifier class method) (MatrixProfileTransformer class method) (MeanAbsoluteError class method) (MeanAbsolutePercentageError class method) (MeanAbsoluteScaledError class method) (MeanAsymmetricError class method) (MeanLinexError class method) (MeanRelativeAbsoluteError class method) (MeanSquaredError class method) (MeanSquaredPercentageError class method) (MeanSquaredScaledError class method) (MeanTransformer class method) (MedianAbsoluteError class method) (MedianAbsolutePercentageError class method) (MedianAbsoluteScaledError class method) (MedianRelativeAbsoluteError class method) (MedianSquaredError class method) (MedianSquaredPercentageError class method) (MedianSquaredScaledError class method) (MiniRocket class method) (MiniRocketMultivariate class method) (MrSEQLClassifier class method) (MultioutputTabularRegressionForecaster class method) (MultioutputTimeSeriesRegressionForecaster class method) (MultiplexForecaster class method) (MUSE class method) (NaiveForecaster class method) (OnlineEnsembleForecaster class method) (OptionalPassthrough class method) (PAA class method) (PartialAutoCorrelationTransformer class method) (PCATransformer class method) (PlateauFinder class method) (PolynomialTrendForecaster class method) (Prophet class method) (ProximityForest class method) (ProximityStump class method) (ProximityTree class method) (PyODAnnotator class method) (RandomIntervalFeatureExtractor class method) (RandomIntervalSegmenter class method) (RandomIntervalSpectralForest class method) (RecursiveTabularRegressionForecaster class method) (RecursiveTimeSeriesRegressionForecaster class method) (RelativeLoss class method) (Rocket class method) (ROCKETClassifier class method) (SAX class method) (SeriesToPrimitivesRowTransformer class method) (SeriesToSeriesRowTransformer class method) (SFA class method) (ShapeletTransform class method) (ShapeletTransformClassifier class method) (SignatureClassifier class method) (SignatureTransformer class method) (SqrtTransformer class method) (StackingForecaster class method) (SummaryTransformer class method) (SupervisedTimeSeriesForest class method) (Tabularizer class method) (TabularToSeriesAdaptor class method) (TBATS class method) (TemporalDictionaryEnsemble class method) (ThetaForecaster class method) (ThetaLinesTransformer class method) (TimeSeriesForestClassifier class method) (TimeSeriesForestRegressor class method) (TransformedTargetForecaster class method) (TSFreshClassifier class method) (TSFreshFeatureExtractor class method) (TSFreshRelevantFeatureExtractor class method) (UnobservedComponents class method) (WEASEL class method) get_train_probs() (ElasticEnsemble method) grow() (ProximityStump method)

H

HampelFilter (class in sktime.transformations.series.outlier_detection)

HIVECOTEV1 (class in sktime.classification.hybrid)

I

Imputer (class in sktime.transformations.series.impute) IndividualBOSS (class in sktime.classification.dictionary_based) IndividualTDE (class in sktime.classification.dictionary_based) Instance IntervalSegmenter (class in sktime.transformations.panel.segment) inverse_transform() (BoxCoxTransformer method) (ColumnwiseTransformer method) (ConditionalDeseasonalizer method) (Deseasonalizer method) (Detrender method) (Differencer method) (ExponentTransformer method) (ForecastingGridSearchCV method) (ForecastingRandomizedSearchCV method) (LogTransformer method) (OptionalPassthrough method) (SqrtTransformer method) (Tabularizer method) (TabularToSeriesAdaptor method) (TransformedTargetForecaster method) is_all_in_sample() (ForecastingHorizon method) is_all_out_of_sample() (ForecastingHorizon method) is_fitted (ARIMA property) (Arsenal property) (AutoARIMA property) (AutoCorrelationTransformer property) (AutoEnsembleForecaster property) (AutoETS property) (BaseEstimator property) (BATS property) (BOSSEnsemble property) (BoxCoxTransformer property) (CanonicalIntervalForest property) (Catch22 property) (Catch22Classifier property) (ColumnConcatenator property) (ColumnEnsembleClassifier property) (ColumnEnsembleForecaster property) (ColumnTransformer property) (ColumnwiseTransformer property) (ComposableTimeSeriesForestRegressor property) (ConditionalDeseasonalizer property) (ContractableBOSS property) (ContractedShapeletTransform property) (CosineTransformer property) (Croston property) (DateTimeFeatures property) (DerivativeSlopeTransformer property) (Deseasonalizer property) (Detrender property) (Differencer property) (DirectTabularRegressionForecaster property) (DirectTimeSeriesRegressionForecaster property) (DirRecTabularRegressionForecaster property) (DirRecTimeSeriesRegressionForecaster property) (DrCIF property) (ElasticEnsemble property) (EnsembleForecaster property) (ExponentialSmoothing property) (ExponentTransformer property) (FeatureSelection property) (FeatureUnion property) (FittedParamExtractor property) (ForecastingGridSearchCV property) (ForecastingPipeline property) (ForecastingRandomizedSearchCV property) (HampelFilter property) (HIVECOTEV1 property) (Imputer property) (IndividualBOSS property) (IndividualTDE property) (IntervalSegmenter property) (KNeighborsTimeSeriesClassifier property) (LogTransformer property) (MatrixProfile property) (MatrixProfileClassifier property) (MatrixProfileTransformer property) (MeanTransformer property) (MiniRocket property) (MiniRocketMultivariate property) (MrSEQLClassifier property) (MultioutputTabularRegressionForecaster property) (MultioutputTimeSeriesRegressionForecaster property) (MultiplexForecaster property) (MUSE property) (NaiveForecaster property) (OnlineEnsembleForecaster property) (OptionalPassthrough property) (PAA property) (PartialAutoCorrelationTransformer property) (PCATransformer property) (PlateauFinder property) (PolynomialTrendForecaster property) (Prophet property) (ProximityForest property) (ProximityStump property) (ProximityTree property) (PyODAnnotator property) (RandomIntervalFeatureExtractor property) (RandomIntervalSegmenter property) (RandomIntervalSpectralForest property) (RecursiveTabularRegressionForecaster property) (RecursiveTimeSeriesRegressionForecaster property) (Rocket property) (ROCKETClassifier property) (SAX property) (SeriesToPrimitivesRowTransformer property) (SeriesToSeriesRowTransformer property) (SFA property) (ShapeletTransform property) (ShapeletTransformClassifier property) (SignatureClassifier property) (SignatureTransformer property) (SqrtTransformer property) (StackingForecaster property) (SummaryTransformer property) (SupervisedTimeSeriesForest property) (Tabularizer property) (TabularToSeriesAdaptor property) (TBATS property) (TemporalDictionaryEnsemble property) (ThetaForecaster property) (ThetaLinesTransformer property) (TimeSeriesForestClassifier property) (TimeSeriesForestRegressor property) (TransformedTargetForecaster property) (TSFreshClassifier property) (TSFreshFeatureExtractor property) (TSFreshRelevantFeatureExtractor property) (UnobservedComponents property) (WEASEL property)

is_nested_dataframe() (in module sktime.datatypes._panel._convert) is_relative (ForecastingHorizon property)

K

kneighbors() (KNeighborsTimeSeriesClassifier method)

kneighbors_graph() (KNeighborsTimeSeriesClassifier method) KNeighborsTimeSeriesClassifier (class in sktime.classification.distance_based)

L

load_acsf1() (in module sktime.datasets) load_airline() (in module sktime.datasets) load_arrow_head() (in module sktime.datasets) load_basic_motions() (in module sktime.datasets) load_gunpoint() (in module sktime.datasets) load_italy_power_demand() (in module sktime.datasets) load_japanese_vowels() (in module sktime.datasets)

load_longley() (in module sktime.datasets) load_lynx() (in module sktime.datasets) load_macroeconomic() (in module sktime.datasets) load_osuleaf() (in module sktime.datasets) load_shampoo_sales() (in module sktime.datasets) load_UCR_UEA_dataset() (in module sktime.datasets) load_uschange() (in module sktime.datasets) LogTransformer (class in sktime.transformations.series.boxcox)

M

make_forecasting_scorer() (in module sktime.performance_metrics.forecasting) make_reduction() (in module sktime.forecasting.compose) make_row_transformer() (in module sktime.transformations.panel.compose) map_sax_model() (MrSEQLClassifier method) MatrixProfile (class in sktime.transformations.panel.matrix_profile) MatrixProfileClassifier (class in sktime.classification.feature_based) MatrixProfileTransformer (class in sktime.transformations.series.matrix_profile) mean_absolute_error() (in module sktime.performance_metrics.forecasting) mean_absolute_percentage_error() (in module sktime.performance_metrics.forecasting) mean_absolute_scaled_error() (in module sktime.performance_metrics.forecasting) mean_asymmetric_error() (in module sktime.performance_metrics.forecasting) mean_linex_error() (in module sktime.performance_metrics.forecasting) mean_relative_absolute_error() (in module sktime.performance_metrics.forecasting) mean_squared_error() (in module sktime.performance_metrics.forecasting) mean_squared_percentage_error() (in module sktime.performance_metrics.forecasting) mean_squared_scaled_error() (in module sktime.performance_metrics.forecasting) MeanAbsoluteError (class in sktime.performance_metrics.forecasting) MeanAbsolutePercentageError (class in sktime.performance_metrics.forecasting) MeanAbsoluteScaledError (class in sktime.performance_metrics.forecasting) MeanAsymmetricError (class in sktime.performance_metrics.forecasting) MeanLinexError (class in sktime.performance_metrics.forecasting) MeanRelativeAbsoluteError (class in sktime.performance_metrics.forecasting) MeanSquaredError (class in sktime.performance_metrics.forecasting) MeanSquaredPercentageError (class in sktime.performance_metrics.forecasting) MeanSquaredScaledError (class in sktime.performance_metrics.forecasting) MeanTransformer (class in sktime.transformations.series.summarize) median_absolute_error() (in module sktime.performance_metrics.forecasting) median_absolute_percentage_error() (in module sktime.performance_metrics.forecasting) median_absolute_scaled_error() (in module sktime.performance_metrics.forecasting) median_relative_absolute_error() (in module sktime.performance_metrics.forecasting)

median_squared_error() (in module sktime.performance_metrics.forecasting) median_squared_percentage_error() (in module sktime.performance_metrics.forecasting) median_squared_scaled_error() (in module sktime.performance_metrics.forecasting) MedianAbsoluteError (class in sktime.performance_metrics.forecasting) MedianAbsolutePercentageError (class in sktime.performance_metrics.forecasting) MedianAbsoluteScaledError (class in sktime.performance_metrics.forecasting) MedianRelativeAbsoluteError (class in sktime.performance_metrics.forecasting) MedianSquaredError (class in sktime.performance_metrics.forecasting) MedianSquaredPercentageError (class in sktime.performance_metrics.forecasting) MedianSquaredScaledError (class in sktime.performance_metrics.forecasting) MiniRocket (class in sktime.transformations.panel.rocket) MiniRocketMultivariate (class in sktime.transformations.panel.rocket) module sktime.annotation sktime.base sktime.classification sktime.datasets sktime.exceptions sktime.forecasting sktime.performance_metrics sktime.regression sktime.series_as_features sktime.transformations sktime.utils MrSEQLClassifier (class in sktime.classification.shapelet_based) MultioutputTabularRegressionForecaster (class in sktime.forecasting.compose) MultioutputTimeSeriesRegressionForecaster (class in sktime.forecasting.compose) MultiplexForecaster (class in sktime.forecasting.compose) Multivariate time series MUSE (class in sktime.classification.dictionary_based)

N

NaiveForecaster (class in sktime.forecasting.naive) named_steps (ForecastingPipeline property) (TransformedTargetForecaster property) named_transformers_ (ColumnTransformer property)

NNLSEnsemble (class in sktime.forecasting.online_learning) NormalHedgeEnsemble (class in sktime.forecasting.online_learning) NotEvaluatedError (class in sktime.exceptions) NotFittedError (class in sktime.exceptions)

O

OnlineEnsembleForecaster (class in sktime.forecasting.online_learning)

OptionalPassthrough (class in sktime.transformations.series.compose)

P

PAA (class in sktime.transformations.panel.dictionary_based) Panel time series PartialAutoCorrelationTransformer (class in sktime.transformations.series.acf) PCATransformer (class in sktime.transformations.panel.pca) PlateauFinder (class in sktime.transformations.panel.summarize) plot_correlations() (in module sktime.utils.plotting) plot_diagnostics() (UnobservedComponents method) plot_lags() (in module sktime.utils.plotting) plot_series() (in module sktime.utils.plotting) PolynomialTrendForecaster (class in sktime.forecasting.trend) predict() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (BATS method) (BOSSEnsemble method) (CanonicalIntervalForest method) (Catch22Classifier method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ComposableTimeSeriesForestRegressor method) (ContractableBOSS method) (Croston method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (ElasticEnsemble method) (EnsembleForecaster method) (ExponentialSmoothing method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (HIVECOTEV1 method) (IndividualBOSS method) (IndividualTDE method) (KNeighborsTimeSeriesClassifier method) (MatrixProfileClassifier method) (MrSEQLClassifier method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MUSE method) (NaiveForecaster method) (OnlineEnsembleForecaster method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalSpectralForest method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ROCKETClassifier method) (ShapeletTransformClassifier method) (SignatureClassifier method) (StackingForecaster method) (SupervisedTimeSeriesForest method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TransformedTargetForecaster method) (TSFreshClassifier method) (UnobservedComponents method) (WEASEL method) predict_interval() (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (BATS method) (ColumnEnsembleForecaster method) (Croston method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (EnsembleForecaster method) (ExponentialSmoothing method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (NaiveForecaster method) (OnlineEnsembleForecaster method) (PolynomialTrendForecaster method) (Prophet method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (StackingForecaster method) (TBATS method) (ThetaForecaster method) (TransformedTargetForecaster method) (UnobservedComponents method)

predict_log_proba() (RandomIntervalSpectralForest method) (SupervisedTimeSeriesForest method) (TimeSeriesForestClassifier method) predict_proba() (Arsenal method) (BOSSEnsemble method) (CanonicalIntervalForest method) (Catch22Classifier method) (ColumnEnsembleClassifier method) (ContractableBOSS method) (DrCIF method) (ElasticEnsemble method) (HIVECOTEV1 method) (IndividualBOSS method) (IndividualTDE method) (KNeighborsTimeSeriesClassifier method) (MatrixProfileClassifier method) (MrSEQLClassifier method) (MUSE method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (RandomIntervalSpectralForest method) (ROCKETClassifier method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SupervisedTimeSeriesForest method) (TemporalDictionaryEnsemble method) (TimeSeriesForestClassifier method) (TSFreshClassifier method) (WEASEL method) predict_quantiles() (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (BATS method) (ColumnEnsembleForecaster method) (Croston method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (EnsembleForecaster method) (ExponentialSmoothing method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (NaiveForecaster method) (OnlineEnsembleForecaster method) (PolynomialTrendForecaster method) (Prophet method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (StackingForecaster method) (TBATS method) (ThetaForecaster method) (TransformedTargetForecaster method) (UnobservedComponents method) predict_scores() (PyODAnnotator method) PresplitFilesCV (class in sktime.series_as_features.model_selection) Prophet (class in sktime.forecasting.fbprophet) ProximityForest (class in sktime.classification.distance_based) ProximityStump (class in sktime.classification.distance_based) ProximityTree (class in sktime.classification.distance_based) PyODAnnotator (class in sktime.annotation.adapters)

R

RandomIntervalFeatureExtractor (class in sktime.transformations.panel.summarize) RandomIntervalSegmenter (class in sktime.transformations.panel.segment) RandomIntervalSpectralForest (class in sktime.classification.interval_based) RecursiveTabularRegressionForecaster (class in sktime.forecasting.compose) RecursiveTimeSeriesRegressionForecaster (class in sktime.forecasting.compose) Reduction

relative_loss() (in module sktime.performance_metrics.forecasting) RelativeLoss (class in sktime.performance_metrics.forecasting) remove_self_similar_shapelets() (ContractedShapeletTransform static method) (ShapeletTransform static method) Rocket (class in sktime.transformations.panel.rocket) ROCKETClassifier (class in sktime.classification.kernel_based)

S

SAX (class in sktime.transformations.panel.dictionary_based) Scientific type Scitype score() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (BATS method) (BOSSEnsemble method) (CanonicalIntervalForest method) (Catch22Classifier method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ComposableTimeSeriesForestRegressor method) (ContractableBOSS method) (Croston method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (ElasticEnsemble method) (EnsembleForecaster method) (ExponentialSmoothing method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (HIVECOTEV1 method) (IndividualBOSS method) (IndividualTDE method) (KNeighborsTimeSeriesClassifier method) (MatrixProfileClassifier method) (MrSEQLClassifier method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MUSE method) (NaiveForecaster method) (OnlineEnsembleForecaster method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (RandomIntervalSpectralForest method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ROCKETClassifier method) (ShapeletTransformClassifier method) (SignatureClassifier method) (StackingForecaster method) (SupervisedTimeSeriesForest method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TransformedTargetForecaster method) (TSFreshClassifier method) (UnobservedComponents method) (WEASEL method) Seasonality SeriesToPrimitivesRowTransformer (class in sktime.transformations.panel.compose) SeriesToSeriesRowTransformer (class in sktime.transformations.panel.compose) set_params() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (BaseEstimator method) (BaseObject method) (BATS method) (BOSSEnsemble method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (Catch22 method) (Catch22Classifier method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnTransformer method) (ColumnwiseTransformer method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ContractableBOSS method) (ContractedShapeletTransform method) (CosineTransformer method) (Croston method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (ElasticEnsemble method) (EnsembleForecaster method) (ExponentialSmoothing method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (HampelFilter method) (HIVECOTEV1 method) (Imputer method) (IndividualBOSS method) (IndividualTDE method) (IntervalSegmenter method) (KNeighborsTimeSeriesClassifier method) (LogTransformer method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MeanTransformer method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (MiniRocket method) (MiniRocketMultivariate method) (MrSEQLClassifier method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MUSE method) (NaiveForecaster method) (OnlineEnsembleForecaster method) (OptionalPassthrough method) (PAA method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomIntervalSpectralForest method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (RelativeLoss method) (Rocket method) (ROCKETClassifier method) (SAX method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransform method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SignatureTransformer method) (SqrtTransformer method) (StackingForecaster method) (SummaryTransformer method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaLinesTransformer method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TransformedTargetForecaster method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (UnobservedComponents method) (WEASEL method)

set_tags() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (BaseEstimator method) (BaseObject method) (BATS method) (BOSSEnsemble method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (Catch22 method) (Catch22Classifier method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnTransformer method) (ColumnwiseTransformer method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ContractableBOSS method) (ContractedShapeletTransform method) (CosineTransformer method) (Croston method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (ElasticEnsemble method) (EnsembleForecaster method) (ExponentialSmoothing method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (HampelFilter method) (HIVECOTEV1 method) (Imputer method) (IndividualBOSS method) (IndividualTDE method) (IntervalSegmenter method) (KNeighborsTimeSeriesClassifier method) (LogTransformer method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MeanTransformer method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (MiniRocket method) (MiniRocketMultivariate method) (MrSEQLClassifier method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MUSE method) (NaiveForecaster method) (OnlineEnsembleForecaster method) (OptionalPassthrough method) (PAA method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomIntervalSpectralForest method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (RelativeLoss method) (Rocket method) (ROCKETClassifier method) (SAX method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransform method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SignatureTransformer method) (SqrtTransformer method) (StackingForecaster method) (SummaryTransformer method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaLinesTransformer method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TransformedTargetForecaster method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (UnobservedComponents method) (WEASEL method) setup_feature_pipeline() (SignatureTransformer method) SFA (class in sktime.transformations.panel.dictionary_based) ShapeletTransform (class in sktime.transformations.panel.shapelets) ShapeletTransformClassifier (class in sktime.classification.shapelet_based) SignatureClassifier (class in sktime.classification.feature_based) SignatureTransformer (class in sktime.transformations.panel.signature_based) simulate() (UnobservedComponents method) SingleSplit (class in sktime.series_as_features.model_selection) SingleWindowSplitter (class in sktime.forecasting.model_selection) sktime.annotation module sktime.base module sktime.classification module sktime.datasets module sktime.exceptions module sktime.forecasting module sktime.performance_metrics module sktime.regression module sktime.series_as_features module sktime.transformations module sktime.utils module SlidingWindowSplitter (class in sktime.forecasting.model_selection) split() (CutoffSplitter method) (ExpandingWindowSplitter method) (PresplitFilesCV method) (SingleSplit method) (SingleWindowSplitter method) (SlidingWindowSplitter method) SqrtTransformer (class in sktime.transformations.series.exponent) StackingForecaster (class in sktime.forecasting.compose) summary() (ARIMA method) (AutoARIMA method) (AutoETS method) (UnobservedComponents method) SummaryTransformer (class in sktime.transformations.series.summarize) SupervisedTimeSeriesForest (class in sktime.classification.interval_based)

T

Tabular Tabularizer (class in sktime.transformations.panel.reduce) TabularToSeriesAdaptor (class in sktime.transformations.series.adapt) TBATS (class in sktime.forecasting.tbats) temporal_train_test_split() (in module sktime.forecasting.model_selection) TemporalDictionaryEnsemble (class in sktime.classification.dictionary_based) ThetaForecaster (class in sktime.forecasting.theta) ThetaLinesTransformer (class in sktime.transformations.series.theta) Time series Time series annotation Time series classification Time series clustering Time series regression Timepoint TimeSeriesForestClassifier (class in sktime.classification.interval_based) TimeSeriesForestRegressor (class in sktime.regression.interval_based) to_absolute() (ForecastingHorizon method) to_absolute_int() (ForecastingHorizon method) to_in_sample() (ForecastingHorizon method) to_indexer() (ForecastingHorizon method) to_numpy() (ForecastingHorizon method) to_out_of_sample() (ForecastingHorizon method) to_pandas() (ForecastingHorizon method) to_relative() (ForecastingHorizon method) transform() (AutoCorrelationTransformer method) (BoxCoxTransformer method) (Catch22 method) (ColumnConcatenator method) (ColumnTransformer method) (ColumnwiseTransformer method) (ConditionalDeseasonalizer method) (ContractedShapeletTransform method) (CosineTransformer method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingRandomizedSearchCV method) (HampelFilter method) (Imputer method) (IntervalSegmenter method) (LogTransformer method) (MatrixProfile method) (MatrixProfileTransformer method) (MeanTransformer method) (MiniRocket method) (MiniRocketMultivariate method) (OptionalPassthrough method) (PAA method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (Rocket method) (SAX method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransform method) (SignatureTransformer method) (SqrtTransformer method) (SummaryTransformer method) (Tabularizer method) (TabularToSeriesAdaptor method) (ThetaLinesTransformer method) (TransformedTargetForecaster method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method)

TransformedTargetForecaster (class in sktime.forecasting.compose) Trend TSFreshClassifier (class in sktime.classification.feature_based) TSFreshFeatureExtractor (class in sktime.transformations.panel.tsfresh) TSFreshRelevantFeatureExtractor (class in sktime.transformations.panel.tsfresh)

U

Univariate time series UnobservedComponents (class in sktime.forecasting.structural) update() (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (BATS method) (ColumnEnsembleForecaster method) (ColumnwiseTransformer method) (ConditionalDeseasonalizer method) (Croston method) (Deseasonalizer method) (Detrender method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (EnsembleForecaster method) (ExponentialSmoothing method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (NaiveForecaster method) (NNLSEnsemble method) (NormalHedgeEnsemble method) (OnlineEnsembleForecaster method) (PolynomialTrendForecaster method) (Prophet method) (PyODAnnotator method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (StackingForecaster method) (TBATS method) (ThetaForecaster method) (TransformedTargetForecaster method) (UnobservedComponents method) update_predict() (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (BATS method) (ColumnEnsembleForecaster method) (Croston method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (EnsembleForecaster method) (ExponentialSmoothing method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (NaiveForecaster method) (OnlineEnsembleForecaster method) (PolynomialTrendForecaster method) (Prophet method) (PyODAnnotator method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (StackingForecaster method) (TBATS method) (ThetaForecaster method) (TransformedTargetForecaster method) (UnobservedComponents method)

update_predict_single() (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (BATS method) (ColumnEnsembleForecaster method) (Croston method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (EnsembleForecaster method) (ExponentialSmoothing method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (NaiveForecaster method) (OnlineEnsembleForecaster method) (PolynomialTrendForecaster method) (Prophet method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (StackingForecaster method) (TBATS method) (ThetaForecaster method) (TransformedTargetForecaster method) (UnobservedComponents method)

V

Variable

W

WEASEL (class in sktime.classification.dictionary_based) with_traceback() (FitFailedWarning method) (NotEvaluatedError method) (NotFittedError method)

write_constituent_train_files() (ElasticEnsemble method)

Z

zscore() (ContractedShapeletTransform static method) (ShapeletTransform static method)