Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | U | V | W _ __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 all_estimators() (in module sktime.registry) all_tags() (in module sktime.registry) Application apply() (ComposableTimeSeriesForestRegressor method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) 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 bag_to_string() (SFA method) BaseClusterer (class in sktime.clustering.base) BaseEstimator (class in sktime.base) BaseForecaster (class in sktime.forecasting.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_estimator() (in module sktime.utils.estimator_checks) check_is_fitted() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (BaseClusterer method) (BaseEstimator method) (BaseForecaster method) (BATS method) (BOSSEnsemble method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (Catch22 method) (Catch22Classifier method) (ClaSPTransformer method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnTransformer method) (ColumnwiseTransformer method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ContractableBOSS 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) (DummyClassifier method) (ElasticEnsemble method) (EnsembleForecaster method) (ExponentialSmoothing method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FitInTransform method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (FreshPRINCE method) (HampelFilter method) (HIVECOTEV1 method) (HIVECOTEV2 method) (Imputer method) (IndividualBOSS method) (IndividualTDE method) (IntervalSegmenter method) (InvertAugmenter method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KNeighborsTimeSeriesClassifier method) (LogTransformer method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MiniRocket method) (MiniRocketMultivariate method) (MovingBlockBootstrapTransformer method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MultiplexTransformer method) (MUSE method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (OptionalPassthrough method) (PAA method) (PandasTransformAdaptor method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ReverseAugmenter method) (Rocket method) (SARIMAX method) (SAX method) (ScaledLogitTransformer method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SignatureTransformer method) (SqrtTransformer method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaLinesTransformer method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesLloyds method) (TransformedTargetForecaster method) (TransformerPipeline method) (TrendForecaster method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) (WEASEL method) (WhiteNoiseAugmenter method) (WindowSummarizer method) check_is_mtype() (in module sktime.datatypes) check_is_scitype() (in module sktime.datatypes) check_raise() (in module sktime.datatypes) check_tag_is_valid() (in module sktime.registry) ClaSPTransformer (class in sktime.transformations.series.clasp) clone() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (BaseClusterer method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BATS method) (BOSSEnsemble method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (Catch22 method) (Catch22Classifier method) (ClaSPTransformer method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnTransformer method) (ColumnwiseTransformer method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ContractableBOSS method) (CosineTransformer method) (Croston method) (CutoffSplitter method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (DummyClassifier method) (ElasticEnsemble method) (EnsembleForecaster method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FitInTransform method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (FreshPRINCE method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (HampelFilter method) (HIVECOTEV1 method) (HIVECOTEV2 method) (Imputer method) (IndividualBOSS method) (IndividualTDE method) (IntervalSegmenter method) (InvertAugmenter method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK 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) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (MiniRocket method) (MiniRocketMultivariate method) (MovingBlockBootstrapTransformer method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MultiplexTransformer method) (MUSE method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (OptionalPassthrough method) (PAA method) (PandasTransformAdaptor method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (RelativeLoss method) (ReverseAugmenter method) (Rocket method) (SARIMAX method) (SAX method) (ScaledLogitTransformer method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SignatureTransformer method) (SingleWindowSplitter method) (SlidingWindowSplitter method) (SqrtTransformer method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaLinesTransformer method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesLloyds method) (TransformedTargetForecaster method) (TransformerPipeline method) (TrendForecaster method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) (WEASEL method) (WhiteNoiseAugmenter method) (WindowSummarizer method) clone_tags() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (BaseClusterer method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BATS method) (BOSSEnsemble method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (Catch22 method) (Catch22Classifier method) (ClaSPTransformer method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnTransformer method) (ColumnwiseTransformer method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ContractableBOSS method) (CosineTransformer method) (Croston method) (CutoffSplitter method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (DummyClassifier method) (ElasticEnsemble method) (EnsembleForecaster method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FitInTransform method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (FreshPRINCE method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (HampelFilter method) (HIVECOTEV1 method) (HIVECOTEV2 method) (Imputer method) (IndividualBOSS method) (IndividualTDE method) (IntervalSegmenter method) (InvertAugmenter method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK 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) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (MiniRocket method) (MiniRocketMultivariate method) (MovingBlockBootstrapTransformer method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MultiplexTransformer method) (MUSE method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (OptionalPassthrough method) (PAA method) (PandasTransformAdaptor method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (RelativeLoss method) (ReverseAugmenter method) (Rocket method) (SARIMAX method) (SAX method) (ScaledLogitTransformer method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SignatureTransformer method) (SingleWindowSplitter method) (SlidingWindowSplitter method) (SqrtTransformer method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaLinesTransformer method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesLloyds method) (TransformedTargetForecaster method) (TransformerPipeline method) (TrendForecaster method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) (WEASEL method) (WhiteNoiseAugmenter method) (WindowSummarizer 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) ConditionalDeseasonalizer (class in sktime.transformations.series.detrend) ConformalIntervals (class in sktime.forecasting.conformal) ContractableBOSS (class in sktime.classification.dictionary_based) convert() (in module sktime.datatypes) convert_to() (in module sktime.datatypes) 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) (BaseClusterer class method) (BaseEstimator class method) (BaseForecaster class method) (BaseObject class method) (BATS class method) (BOSSEnsemble class method) (BoxCoxTransformer class method) (CanonicalIntervalForest class method) (Catch22 class method) (Catch22Classifier class method) (ClaSPTransformer class method) (ColumnConcatenator class method) (ColumnEnsembleClassifier class method) (ColumnEnsembleForecaster class method) (ColumnTransformer class method) (ColumnwiseTransformer class method) (ComposableTimeSeriesForestRegressor class method) (ConditionalDeseasonalizer class method) (ConformalIntervals class method) (ContractableBOSS class method) (CosineTransformer class method) (Croston class method) (CutoffSplitter 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) (DummyClassifier class method) (ElasticEnsemble class method) (EnsembleForecaster class method) (ExpandingWindowSplitter class method) (ExponentialSmoothing class method) (ExponentTransformer class method) (FeatureSelection class method) (FeatureUnion class method) (FitInTransform class method) (FittedParamExtractor class method) (ForecastingGridSearchCV class method) (ForecastingPipeline class method) (ForecastingRandomizedSearchCV class method) (ForecastX class method) (FreshPRINCE class method) (GeometricMeanAbsoluteError class method) (GeometricMeanRelativeAbsoluteError class method) (GeometricMeanRelativeSquaredError class method) (GeometricMeanSquaredError class method) (HampelFilter class method) (HIVECOTEV1 class method) (HIVECOTEV2 class method) (Imputer class method) (IndividualBOSS class method) (IndividualTDE class method) (IntervalSegmenter class method) (InvertAugmenter class method) (KalmanFilterTransformerFP class method) (KalmanFilterTransformerPK 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) (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) (MovingBlockBootstrapTransformer class method) (MultioutputTabularRegressionForecaster class method) (MultioutputTimeSeriesRegressionForecaster class method) (MultiplexForecaster class method) (MultiplexTransformer class method) (MUSE class method) (NaiveForecaster class method) (NaiveVariance class method) (OnlineEnsembleForecaster class method) (OptionalPassthrough class method) (PAA class method) (PandasTransformAdaptor 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) (RandomIntervalClassifier class method) (RandomIntervalFeatureExtractor class method) (RandomIntervalSegmenter class method) (RandomIntervalSpectralEnsemble class method) (RandomSamplesAugmenter class method) (RecursiveTabularRegressionForecaster class method) (RecursiveTimeSeriesRegressionForecaster class method) (RelativeLoss class method) (ReverseAugmenter class method) (Rocket class method) (SARIMAX class method) (SAX class method) (ScaledLogitTransformer class method) (SeriesToPrimitivesRowTransformer class method) (SeriesToSeriesRowTransformer class method) (SFA class method) (ShapeletTransformClassifier class method) (SignatureClassifier class method) (SignatureTransformer class method) (SingleWindowSplitter class method) (SlidingWindowSplitter class method) (SqrtTransformer class method) (StackingForecaster class method) (StatsForecastAutoARIMA class method) (STLBootstrapTransformer class method) (STLForecaster class method) (STLTransformer class method) (SummaryClassifier 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) (TimeSeriesKernelKMeans class method) (TimeSeriesKMeans class method) (TimeSeriesKMedoids class method) (TimeSeriesKShapes class method) (TimeSeriesLloyds class method) (TransformedTargetForecaster class method) (TransformerPipeline class method) (TrendForecaster class method) (TSFreshClassifier class method) (TSFreshFeatureExtractor class method) (TSFreshRelevantFeatureExtractor class method) (UnobservedComponents class method) (UpdateRefitsEvery class method) (VAR class method) (WEASEL class method) (WhiteNoiseAugmenter class method) (WindowSummarizer class method) create_test_instances_and_names() (ARIMA class method) (Arsenal class method) (AutoARIMA class method) (AutoCorrelationTransformer class method) (AutoEnsembleForecaster class method) (AutoETS class method) (BaseClusterer class method) (BaseEstimator class method) (BaseForecaster class method) (BaseObject class method) (BATS class method) (BOSSEnsemble class method) (BoxCoxTransformer class method) (CanonicalIntervalForest class method) (Catch22 class method) (Catch22Classifier class method) (ClaSPTransformer class method) (ColumnConcatenator class method) (ColumnEnsembleClassifier class method) (ColumnEnsembleForecaster class method) (ColumnTransformer class method) (ColumnwiseTransformer class method) (ComposableTimeSeriesForestRegressor class method) (ConditionalDeseasonalizer class method) (ConformalIntervals class method) (ContractableBOSS class method) (CosineTransformer class method) (Croston class method) (CutoffSplitter 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) (DummyClassifier class method) (ElasticEnsemble class method) (EnsembleForecaster class method) (ExpandingWindowSplitter class method) (ExponentialSmoothing class method) (ExponentTransformer class method) (FeatureSelection class method) (FeatureUnion class method) (FitInTransform class method) (FittedParamExtractor class method) (ForecastingGridSearchCV class method) (ForecastingPipeline class method) (ForecastingRandomizedSearchCV class method) (ForecastX class method) (FreshPRINCE class method) (GeometricMeanAbsoluteError class method) (GeometricMeanRelativeAbsoluteError class method) (GeometricMeanRelativeSquaredError class method) (GeometricMeanSquaredError class method) (HampelFilter class method) (HIVECOTEV1 class method) (HIVECOTEV2 class method) (Imputer class method) (IndividualBOSS class method) (IndividualTDE class method) (IntervalSegmenter class method) (InvertAugmenter class method) (KalmanFilterTransformerFP class method) (KalmanFilterTransformerPK 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) (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) (MovingBlockBootstrapTransformer class method) (MultioutputTabularRegressionForecaster class method) (MultioutputTimeSeriesRegressionForecaster class method) (MultiplexForecaster class method) (MultiplexTransformer class method) (MUSE class method) (NaiveForecaster class method) (NaiveVariance class method) (OnlineEnsembleForecaster class method) (OptionalPassthrough class method) (PAA class method) (PandasTransformAdaptor 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) (RandomIntervalClassifier class method) (RandomIntervalFeatureExtractor class method) (RandomIntervalSegmenter class method) (RandomIntervalSpectralEnsemble class method) (RandomSamplesAugmenter class method) (RecursiveTabularRegressionForecaster class method) (RecursiveTimeSeriesRegressionForecaster class method) (RelativeLoss class method) (ReverseAugmenter class method) (Rocket class method) (SARIMAX class method) (SAX class method) (ScaledLogitTransformer class method) (SeriesToPrimitivesRowTransformer class method) (SeriesToSeriesRowTransformer class method) (SFA class method) (ShapeletTransformClassifier class method) (SignatureClassifier class method) (SignatureTransformer class method) (SingleWindowSplitter class method) (SlidingWindowSplitter class method) (SqrtTransformer class method) (StackingForecaster class method) (StatsForecastAutoARIMA class method) (STLBootstrapTransformer class method) (STLForecaster class method) (STLTransformer class method) (SummaryClassifier 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) (TimeSeriesKernelKMeans class method) (TimeSeriesKMeans class method) (TimeSeriesKMedoids class method) (TimeSeriesKShapes class method) (TimeSeriesLloyds class method) (TransformedTargetForecaster class method) (TransformerPipeline class method) (TrendForecaster class method) (TSFreshClassifier class method) (TSFreshFeatureExtractor class method) (TSFreshRelevantFeatureExtractor class method) (UnobservedComponents class method) (UpdateRefitsEvery class method) (VAR class method) (WEASEL class method) (WhiteNoiseAugmenter class method) (WindowSummarizer class method) Croston (class in sktime.forecasting.croston) cutoff (ARIMA property) (AutoARIMA property) (AutoEnsembleForecaster property) (AutoETS property) (BaseForecaster property) (BATS property) (ColumnEnsembleForecaster property) (ConformalIntervals property) (Croston property) (DirectTabularRegressionForecaster property) (DirectTimeSeriesRegressionForecaster property) (DirRecTabularRegressionForecaster property) (DirRecTimeSeriesRegressionForecaster property) (EnsembleForecaster property) (ExponentialSmoothing property) (ForecastingGridSearchCV property) (ForecastingPipeline property) (ForecastingRandomizedSearchCV property) (ForecastX property) (MultioutputTabularRegressionForecaster property) (MultioutputTimeSeriesRegressionForecaster property) (MultiplexForecaster property) (NaiveForecaster property) (NaiveVariance property) (OnlineEnsembleForecaster property) (PolynomialTrendForecaster property) (Prophet property) (RecursiveTabularRegressionForecaster property) (RecursiveTimeSeriesRegressionForecaster property) (SARIMAX property) (StackingForecaster property) (StatsForecastAutoARIMA property) (STLForecaster property) (TBATS property) (ThetaForecaster property) (TransformedTargetForecaster property) (TrendForecaster property) (UnobservedComponents property) (UpdateRefitsEvery property) (VAR property) CutoffSplitter (class in sktime.forecasting.model_selection) D DateTimeFeatures (class in sktime.transformations.series.date) decision_path() (ComposableTimeSeriesForestRegressor 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) DummyClassifier (class in sktime.classification.dummy) E ElasticEnsemble (class in sktime.classification.distance_based) Endogenous EnsembleForecaster (class in sktime.forecasting.compose) evaluate() (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (in module sktime.forecasting.model_evaluation) (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) evaluate_by_index() (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) 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) (RandomIntervalSpectralEnsemble property) (TimeSeriesForestClassifier property) (TimeSeriesForestRegressor property) FeatureSelection (class in sktime.transformations.series.feature_selection) FeatureUnion (class in sktime.transformations.compose) fh (ARIMA property) (AutoARIMA property) (AutoEnsembleForecaster property) (AutoETS property) (BaseForecaster property) (BATS property) (ColumnEnsembleForecaster property) (ConformalIntervals property) (Croston property) (DirectTabularRegressionForecaster property) (DirectTimeSeriesRegressionForecaster property) (DirRecTabularRegressionForecaster property) (DirRecTimeSeriesRegressionForecaster property) (EnsembleForecaster property) (ExponentialSmoothing property) (ForecastingGridSearchCV property) (ForecastingPipeline property) (ForecastingRandomizedSearchCV property) (ForecastX property) (MultioutputTabularRegressionForecaster property) (MultioutputTimeSeriesRegressionForecaster property) (MultiplexForecaster property) (NaiveForecaster property) (NaiveVariance property) (OnlineEnsembleForecaster property) (PolynomialTrendForecaster property) (Prophet property) (RecursiveTabularRegressionForecaster property) (RecursiveTimeSeriesRegressionForecaster property) (SARIMAX property) (StackingForecaster property) (StatsForecastAutoARIMA property) (STLForecaster property) (TBATS property) (ThetaForecaster property) (TransformedTargetForecaster property) (TrendForecaster property) (UnobservedComponents property) (UpdateRefitsEvery property) (VAR property) find_closest_exemplar_indices() (ProximityStump method) fit() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (BaseClusterer method) (BaseForecaster method) (BATS method) (BOSSEnsemble method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (Catch22 method) (Catch22Classifier method) (ClaSPTransformer method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnTransformer method) (ColumnwiseTransformer method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ContractableBOSS 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) (DummyClassifier method) (ElasticEnsemble method) (EnsembleForecaster method) (ExponentialSmoothing method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FitInTransform method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (FreshPRINCE method) (HampelFilter method) (HIVECOTEV1 method) (HIVECOTEV2 method) (Imputer method) (IndividualBOSS method) (IndividualTDE method) (IntervalSegmenter method) (InvertAugmenter method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KNeighborsTimeSeriesClassifier method) (LogTransformer method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MiniRocket method) (MiniRocketMultivariate method) (MovingBlockBootstrapTransformer method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MultiplexTransformer method) (MUSE method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (OptionalPassthrough method) (PAA method) (PandasTransformAdaptor method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ReverseAugmenter method) (Rocket method) (SARIMAX method) (SAX method) (ScaledLogitTransformer method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SignatureTransformer method) (SqrtTransformer method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaLinesTransformer method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesLloyds method) (TransformedTargetForecaster method) (TransformerPipeline method) (TrendForecaster method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) (WEASEL method) (WhiteNoiseAugmenter method) (WindowSummarizer method) fit_predict() (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (BaseClusterer method) (BaseForecaster method) (BATS method) (ColumnEnsembleForecaster method) (ConformalIntervals method) (Croston method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (EnsembleForecaster method) (ExponentialSmoothing method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (PolynomialTrendForecaster method) (Prophet method) (PyODAnnotator method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (SARIMAX method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLForecaster method) (TBATS method) (ThetaForecaster method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesLloyds method) (TransformedTargetForecaster method) (TrendForecaster method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) fit_transform() (AutoCorrelationTransformer method) (BoxCoxTransformer method) (Catch22 method) (ClaSPTransformer method) (ColumnConcatenator method) (ColumnTransformer method) (ColumnwiseTransformer method) (ConditionalDeseasonalizer method) (CosineTransformer method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FitInTransform method) (FittedParamExtractor method) (HampelFilter method) (Imputer method) (IntervalSegmenter method) (InvertAugmenter method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (LogTransformer method) (MatrixProfile method) (MatrixProfileTransformer method) (MiniRocket method) (MiniRocketMultivariate method) (MovingBlockBootstrapTransformer method) (MultiplexTransformer method) (OptionalPassthrough method) (PAA method) (PandasTransformAdaptor method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomSamplesAugmenter method) (ReverseAugmenter method) (Rocket method) (SAX method) (ScaledLogitTransformer method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (SignatureTransformer method) (SqrtTransformer method) (STLBootstrapTransformer method) (STLTransformer method) (SummaryTransformer method) (Tabularizer method) (TabularToSeriesAdaptor method) (ThetaLinesTransformer method) (TransformerPipeline method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (WhiteNoiseAugmenter method) (WindowSummarizer method) FitFailedWarning (class in sktime.exceptions) FitInTransform (class in sktime.transformations.compose) FittedParamExtractor (class in sktime.transformations.panel.summarize) forecaster_ (ForecastingPipeline property) (TransformedTargetForecaster property) 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) ForecastX (class in sktime.forecasting.compose) Framework FreshPRINCE (class in sktime.classification.feature_based) func() (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) 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) (BaseClusterer class method) (BaseEstimator class method) (BaseForecaster class method) (BaseObject class method) (BATS class method) (BOSSEnsemble class method) (BoxCoxTransformer class method) (CanonicalIntervalForest class method) (Catch22 class method) (Catch22Classifier class method) (ClaSPTransformer class method) (ColumnConcatenator class method) (ColumnEnsembleClassifier class method) (ColumnEnsembleForecaster class method) (ColumnTransformer class method) (ColumnwiseTransformer class method) (ComposableTimeSeriesForestRegressor class method) (ConditionalDeseasonalizer class method) (ConformalIntervals class method) (ContractableBOSS class method) (CosineTransformer class method) (Croston class method) (CutoffSplitter 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) (DummyClassifier class method) (ElasticEnsemble class method) (EnsembleForecaster class method) (ExpandingWindowSplitter class method) (ExponentialSmoothing class method) (ExponentTransformer class method) (FeatureSelection class method) (FeatureUnion class method) (FitInTransform class method) (FittedParamExtractor class method) (ForecastingGridSearchCV class method) (ForecastingPipeline class method) (ForecastingRandomizedSearchCV class method) (ForecastX class method) (FreshPRINCE class method) (GeometricMeanAbsoluteError class method) (GeometricMeanRelativeAbsoluteError class method) (GeometricMeanRelativeSquaredError class method) (GeometricMeanSquaredError class method) (HampelFilter class method) (HIVECOTEV1 class method) (HIVECOTEV2 class method) (Imputer class method) (IndividualBOSS class method) (IndividualTDE class method) (IntervalSegmenter class method) (InvertAugmenter class method) (KalmanFilterTransformerFP class method) (KalmanFilterTransformerPK 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) (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) (MovingBlockBootstrapTransformer class method) (MultioutputTabularRegressionForecaster class method) (MultioutputTimeSeriesRegressionForecaster class method) (MultiplexForecaster class method) (MultiplexTransformer class method) (MUSE class method) (NaiveForecaster class method) (NaiveVariance class method) (OnlineEnsembleForecaster class method) (OptionalPassthrough class method) (PAA class method) (PandasTransformAdaptor 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) (RandomIntervalClassifier class method) (RandomIntervalFeatureExtractor class method) (RandomIntervalSegmenter class method) (RandomIntervalSpectralEnsemble class method) (RandomSamplesAugmenter class method) (RecursiveTabularRegressionForecaster class method) (RecursiveTimeSeriesRegressionForecaster class method) (RelativeLoss class method) (ReverseAugmenter class method) (Rocket class method) (SARIMAX class method) (SAX class method) (ScaledLogitTransformer class method) (SeriesToPrimitivesRowTransformer class method) (SeriesToSeriesRowTransformer class method) (SFA class method) (ShapeletTransformClassifier class method) (SignatureClassifier class method) (SignatureTransformer class method) (SingleWindowSplitter class method) (SlidingWindowSplitter class method) (SqrtTransformer class method) (StackingForecaster class method) (StatsForecastAutoARIMA class method) (STLBootstrapTransformer class method) (STLForecaster class method) (STLTransformer class method) (SummaryClassifier 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) (TimeSeriesKernelKMeans class method) (TimeSeriesKMeans class method) (TimeSeriesKMedoids class method) (TimeSeriesKShapes class method) (TimeSeriesLloyds class method) (TransformedTargetForecaster class method) (TransformerPipeline class method) (TrendForecaster class method) (TSFreshClassifier class method) (TSFreshFeatureExtractor class method) (TSFreshRelevantFeatureExtractor class method) (UnobservedComponents class method) (UpdateRefitsEvery class method) (VAR class method) (WEASEL class method) (WhiteNoiseAugmenter class method) (WindowSummarizer class method) get_class_tags() (ARIMA class method) (Arsenal class method) (AutoARIMA class method) (AutoCorrelationTransformer class method) (AutoEnsembleForecaster class method) (AutoETS class method) (BaseClusterer class method) (BaseEstimator class method) (BaseForecaster class method) (BaseObject class method) (BATS class method) (BOSSEnsemble class method) (BoxCoxTransformer class method) (CanonicalIntervalForest class method) (Catch22 class method) (Catch22Classifier class method) (ClaSPTransformer class method) (ColumnConcatenator class method) (ColumnEnsembleClassifier class method) (ColumnEnsembleForecaster class method) (ColumnTransformer class method) (ColumnwiseTransformer class method) (ComposableTimeSeriesForestRegressor class method) (ConditionalDeseasonalizer class method) (ConformalIntervals class method) (ContractableBOSS class method) (CosineTransformer class method) (Croston class method) (CutoffSplitter 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) (DummyClassifier class method) (ElasticEnsemble class method) (EnsembleForecaster class method) (ExpandingWindowSplitter class method) (ExponentialSmoothing class method) (ExponentTransformer class method) (FeatureSelection class method) (FeatureUnion class method) (FitInTransform class method) (FittedParamExtractor class method) (ForecastingGridSearchCV class method) (ForecastingPipeline class method) (ForecastingRandomizedSearchCV class method) (ForecastX class method) (FreshPRINCE class method) (GeometricMeanAbsoluteError class method) (GeometricMeanRelativeAbsoluteError class method) (GeometricMeanRelativeSquaredError class method) (GeometricMeanSquaredError class method) (HampelFilter class method) (HIVECOTEV1 class method) (HIVECOTEV2 class method) (Imputer class method) (IndividualBOSS class method) (IndividualTDE class method) (IntervalSegmenter class method) (InvertAugmenter class method) (KalmanFilterTransformerFP class method) (KalmanFilterTransformerPK 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) (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) (MovingBlockBootstrapTransformer class method) (MultioutputTabularRegressionForecaster class method) (MultioutputTimeSeriesRegressionForecaster class method) (MultiplexForecaster class method) (MultiplexTransformer class method) (MUSE class method) (NaiveForecaster class method) (NaiveVariance class method) (OnlineEnsembleForecaster class method) (OptionalPassthrough class method) (PAA class method) (PandasTransformAdaptor 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) (RandomIntervalClassifier class method) (RandomIntervalFeatureExtractor class method) (RandomIntervalSegmenter class method) (RandomIntervalSpectralEnsemble class method) (RandomSamplesAugmenter class method) (RecursiveTabularRegressionForecaster class method) (RecursiveTimeSeriesRegressionForecaster class method) (RelativeLoss class method) (ReverseAugmenter class method) (Rocket class method) (SARIMAX class method) (SAX class method) (ScaledLogitTransformer class method) (SeriesToPrimitivesRowTransformer class method) (SeriesToSeriesRowTransformer class method) (SFA class method) (ShapeletTransformClassifier class method) (SignatureClassifier class method) (SignatureTransformer class method) (SingleWindowSplitter class method) (SlidingWindowSplitter class method) (SqrtTransformer class method) (StackingForecaster class method) (StatsForecastAutoARIMA class method) (STLBootstrapTransformer class method) (STLForecaster class method) (STLTransformer class method) (SummaryClassifier 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) (TimeSeriesKernelKMeans class method) (TimeSeriesKMeans class method) (TimeSeriesKMedoids class method) (TimeSeriesKShapes class method) (TimeSeriesLloyds class method) (TransformedTargetForecaster class method) (TransformerPipeline class method) (TrendForecaster class method) (TSFreshClassifier class method) (TSFreshFeatureExtractor class method) (TSFreshRelevantFeatureExtractor class method) (UnobservedComponents class method) (UpdateRefitsEvery class method) (VAR class method) (WEASEL class method) (WhiteNoiseAugmenter class method) (WindowSummarizer class method) get_cutoffs() (CutoffSplitter method) (ExpandingWindowSplitter method) (SingleWindowSplitter method) (SlidingWindowSplitter method) get_feature_names() (ColumnTransformer method) get_feature_names_out() (ColumnTransformer method) get_fh() (CutoffSplitter method) (ExpandingWindowSplitter method) (SingleWindowSplitter method) (SlidingWindowSplitter method) get_fitted_params() (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (BaseForecaster method) (BATS method) (ColumnEnsembleForecaster method) (ConformalIntervals method) (Croston method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (EnsembleForecaster method) (ExponentialSmoothing method) (FitInTransform method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (PolynomialTrendForecaster method) (Prophet method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (SARIMAX method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLForecaster method) (TBATS method) (ThetaForecaster method) (TransformedTargetForecaster method) (TrendForecaster method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) get_metric_params() (ElasticEnsemble method) get_n_splits() (CutoffSplitter method) (ExpandingWindowSplitter method) (PresplitFilesCV method) (SingleSplit static method) (SingleWindowSplitter method) (SlidingWindowSplitter method) get_params() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (BaseClusterer method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BATS method) (BOSSEnsemble method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (Catch22 method) (Catch22Classifier method) (ClaSPTransformer method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnTransformer method) (ColumnwiseTransformer method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ContractableBOSS method) (CosineTransformer method) (Croston method) (CutoffSplitter method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (DummyClassifier method) (ElasticEnsemble method) (EnsembleForecaster method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FitInTransform method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (FreshPRINCE method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (HampelFilter method) (HIVECOTEV1 method) (HIVECOTEV2 method) (Imputer method) (IndividualBOSS method) (IndividualTDE method) (IntervalSegmenter method) (InvertAugmenter method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK 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) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (MiniRocket method) (MiniRocketMultivariate method) (MovingBlockBootstrapTransformer method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MultiplexTransformer method) (MUSE method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (OptionalPassthrough method) (PAA method) (PandasTransformAdaptor method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (RelativeLoss method) (ReverseAugmenter method) (Rocket method) (SARIMAX method) (SAX method) (ScaledLogitTransformer method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SignatureTransformer method) (SingleWindowSplitter method) (SlidingWindowSplitter method) (SqrtTransformer method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaLinesTransformer method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesLloyds method) (TransformedTargetForecaster method) (TransformerPipeline method) (TrendForecaster method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) (WEASEL method) (WhiteNoiseAugmenter method) (WindowSummarizer method) get_tag() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (BaseClusterer method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BATS method) (BOSSEnsemble method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (Catch22 method) (Catch22Classifier method) (ClaSPTransformer method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnTransformer method) (ColumnwiseTransformer method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ContractableBOSS method) (CosineTransformer method) (Croston method) (CutoffSplitter method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (DummyClassifier method) (ElasticEnsemble method) (EnsembleForecaster method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FitInTransform method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (FreshPRINCE method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (HampelFilter method) (HIVECOTEV1 method) (HIVECOTEV2 method) (Imputer method) (IndividualBOSS method) (IndividualTDE method) (IntervalSegmenter method) (InvertAugmenter method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK 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) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (MiniRocket method) (MiniRocketMultivariate method) (MovingBlockBootstrapTransformer method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MultiplexTransformer method) (MUSE method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (OptionalPassthrough method) (PAA method) (PandasTransformAdaptor method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (RelativeLoss method) (ReverseAugmenter method) (Rocket method) (SARIMAX method) (SAX method) (ScaledLogitTransformer method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SignatureTransformer method) (SingleWindowSplitter method) (SlidingWindowSplitter method) (SqrtTransformer method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaLinesTransformer method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesLloyds method) (TransformedTargetForecaster method) (TransformerPipeline method) (TrendForecaster method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) (WEASEL method) (WhiteNoiseAugmenter method) (WindowSummarizer method) get_tags() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (BaseClusterer method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BATS method) (BOSSEnsemble method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (Catch22 method) (Catch22Classifier method) (ClaSPTransformer method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnTransformer method) (ColumnwiseTransformer method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ContractableBOSS method) (CosineTransformer method) (Croston method) (CutoffSplitter method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (DummyClassifier method) (ElasticEnsemble method) (EnsembleForecaster method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FitInTransform method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (FreshPRINCE method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (HampelFilter method) (HIVECOTEV1 method) (HIVECOTEV2 method) (Imputer method) (IndividualBOSS method) (IndividualTDE method) (IntervalSegmenter method) (InvertAugmenter method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK 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) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (MiniRocket method) (MiniRocketMultivariate method) (MovingBlockBootstrapTransformer method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MultiplexTransformer method) (MUSE method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (OptionalPassthrough method) (PAA method) (PandasTransformAdaptor method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (RelativeLoss method) (ReverseAugmenter method) (Rocket method) (SARIMAX method) (SAX method) (ScaledLogitTransformer method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SignatureTransformer method) (SingleWindowSplitter method) (SlidingWindowSplitter method) (SqrtTransformer method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaLinesTransformer method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesLloyds method) (TransformedTargetForecaster method) (TransformerPipeline method) (TrendForecaster method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) (WEASEL method) (WhiteNoiseAugmenter method) (WindowSummarizer method) get_test_params() (ARIMA class method) (Arsenal class method) (AutoARIMA class method) (AutoCorrelationTransformer class method) (AutoEnsembleForecaster class method) (AutoETS class method) (BaseClusterer class method) (BaseEstimator class method) (BaseForecaster class method) (BaseObject class method) (BATS class method) (BOSSEnsemble class method) (BoxCoxTransformer class method) (CanonicalIntervalForest class method) (Catch22 class method) (Catch22Classifier class method) (ClaSPTransformer class method) (ColumnConcatenator class method) (ColumnEnsembleClassifier class method) (ColumnEnsembleForecaster class method) (ColumnTransformer class method) (ColumnwiseTransformer class method) (ComposableTimeSeriesForestRegressor class method) (ConditionalDeseasonalizer class method) (ConformalIntervals class method) (ContractableBOSS class method) (CosineTransformer class method) (Croston class method) (CutoffSplitter 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) (DummyClassifier class method) (ElasticEnsemble class method) (EnsembleForecaster class method) (ExpandingWindowSplitter class method) (ExponentialSmoothing class method) (ExponentTransformer class method) (FeatureSelection class method) (FeatureUnion class method) (FitInTransform class method) (FittedParamExtractor class method) (ForecastingGridSearchCV class method) (ForecastingPipeline class method) (ForecastingRandomizedSearchCV class method) (ForecastX class method) (FreshPRINCE class method) (GeometricMeanAbsoluteError class method) (GeometricMeanRelativeAbsoluteError class method) (GeometricMeanRelativeSquaredError class method) (GeometricMeanSquaredError class method) (HampelFilter class method) (HIVECOTEV1 class method) (HIVECOTEV2 class method) (Imputer class method) (IndividualBOSS class method) (IndividualTDE class method) (IntervalSegmenter class method) (InvertAugmenter class method) (KalmanFilterTransformerFP class method) (KalmanFilterTransformerPK 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) (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) (MovingBlockBootstrapTransformer class method) (MultioutputTabularRegressionForecaster class method) (MultioutputTimeSeriesRegressionForecaster class method) (MultiplexForecaster class method) (MultiplexTransformer class method) (MUSE class method) (NaiveForecaster class method) (NaiveVariance class method) (OnlineEnsembleForecaster class method) (OptionalPassthrough class method) (PAA class method) (PandasTransformAdaptor 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) (RandomIntervalClassifier class method) (RandomIntervalFeatureExtractor class method) (RandomIntervalSegmenter class method) (RandomIntervalSpectralEnsemble class method) (RandomSamplesAugmenter class method) (RecursiveTabularRegressionForecaster class method) (RecursiveTimeSeriesRegressionForecaster class method) (RelativeLoss class method) (ReverseAugmenter class method) (Rocket class method) (SARIMAX class method) (SAX class method) (ScaledLogitTransformer class method) (SeriesToPrimitivesRowTransformer class method) (SeriesToSeriesRowTransformer class method) (SFA class method) (ShapeletTransformClassifier class method) (SignatureClassifier class method) (SignatureTransformer class method) (SingleWindowSplitter class method) (SlidingWindowSplitter class method) (SqrtTransformer class method) (StackingForecaster class method) (StatsForecastAutoARIMA class method) (STLBootstrapTransformer class method) (STLForecaster class method) (STLTransformer class method) (SummaryClassifier 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) (TimeSeriesKernelKMeans class method) (TimeSeriesKMeans class method) (TimeSeriesKMedoids class method) (TimeSeriesKShapes class method) (TimeSeriesLloyds class method) (TransformedTargetForecaster class method) (TransformerPipeline class method) (TrendForecaster class method) (TSFreshClassifier class method) (TSFreshFeatureExtractor class method) (TSFreshRelevantFeatureExtractor class method) (UnobservedComponents class method) (UpdateRefitsEvery class method) (VAR class method) (WEASEL class method) (WhiteNoiseAugmenter class method) (WindowSummarizer class method) greater_is_better (GeometricMeanAbsoluteError property) (GeometricMeanRelativeAbsoluteError property) (GeometricMeanRelativeSquaredError property) (GeometricMeanSquaredError property) (MeanAbsoluteError property) (MeanAbsolutePercentageError property) (MeanAbsoluteScaledError property) (MeanAsymmetricError property) (MeanLinexError property) (MeanRelativeAbsoluteError property) (MeanSquaredError property) (MeanSquaredPercentageError property) (MeanSquaredScaledError property) (MedianAbsoluteError property) (MedianAbsolutePercentageError property) (MedianAbsoluteScaledError property) (MedianRelativeAbsoluteError property) (MedianSquaredError property) (MedianSquaredPercentageError property) (MedianSquaredScaledError property) (RelativeLoss property) grow() (ProximityStump method) H HampelFilter (class in sktime.transformations.series.outlier_detection) HIVECOTEV1 (class in sktime.classification.hybrid) HIVECOTEV2 (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() (AutoCorrelationTransformer method) (BoxCoxTransformer method) (Catch22 method) (ClaSPTransformer method) (ColumnConcatenator method) (ColumnTransformer method) (ColumnwiseTransformer method) (ConditionalDeseasonalizer method) (CosineTransformer method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FitInTransform method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingRandomizedSearchCV method) (HampelFilter method) (Imputer method) (IntervalSegmenter method) (InvertAugmenter method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (LogTransformer method) (MatrixProfile method) (MatrixProfileTransformer method) (MiniRocket method) (MiniRocketMultivariate method) (MovingBlockBootstrapTransformer method) (MultiplexTransformer method) (OptionalPassthrough method) (PAA method) (PandasTransformAdaptor method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomSamplesAugmenter method) (ReverseAugmenter method) (Rocket method) (SAX method) (ScaledLogitTransformer method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (SignatureTransformer method) (SqrtTransformer method) (STLBootstrapTransformer method) (STLTransformer method) (SummaryTransformer method) (Tabularizer method) (TabularToSeriesAdaptor method) (ThetaLinesTransformer method) (TransformedTargetForecaster method) (TransformerPipeline method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (WhiteNoiseAugmenter method) (WindowSummarizer method) InvertAugmenter (class in sktime.transformations.series.augmenter) is_all_in_sample() (ForecastingHorizon method) is_all_out_of_sample() (ForecastingHorizon method) is_composite() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (BaseClusterer method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BATS method) (BOSSEnsemble method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (Catch22 method) (Catch22Classifier method) (ClaSPTransformer method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnTransformer method) (ColumnwiseTransformer method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ContractableBOSS method) (CosineTransformer method) (Croston method) (CutoffSplitter method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (DummyClassifier method) (ElasticEnsemble method) (EnsembleForecaster method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FitInTransform method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (FreshPRINCE method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (HampelFilter method) (HIVECOTEV1 method) (HIVECOTEV2 method) (Imputer method) (IndividualBOSS method) (IndividualTDE method) (IntervalSegmenter method) (InvertAugmenter method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK 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) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (MiniRocket method) (MiniRocketMultivariate method) (MovingBlockBootstrapTransformer method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MultiplexTransformer method) (MUSE method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (OptionalPassthrough method) (PAA method) (PandasTransformAdaptor method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (RelativeLoss method) (ReverseAugmenter method) (Rocket method) (SARIMAX method) (SAX method) (ScaledLogitTransformer method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SignatureTransformer method) (SingleWindowSplitter method) (SlidingWindowSplitter method) (SqrtTransformer method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaLinesTransformer method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesLloyds method) (TransformedTargetForecaster method) (TransformerPipeline method) (TrendForecaster method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) (WEASEL method) (WhiteNoiseAugmenter method) (WindowSummarizer method) is_fitted (ARIMA property) (Arsenal property) (AutoARIMA property) (AutoCorrelationTransformer property) (AutoEnsembleForecaster property) (AutoETS property) (BaseClusterer property) (BaseEstimator property) (BaseForecaster property) (BATS property) (BOSSEnsemble property) (BoxCoxTransformer property) (CanonicalIntervalForest property) (Catch22 property) (Catch22Classifier property) (ClaSPTransformer property) (ColumnConcatenator property) (ColumnEnsembleClassifier property) (ColumnEnsembleForecaster property) (ColumnTransformer property) (ColumnwiseTransformer property) (ComposableTimeSeriesForestRegressor property) (ConditionalDeseasonalizer property) (ConformalIntervals property) (ContractableBOSS 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) (DummyClassifier property) (ElasticEnsemble property) (EnsembleForecaster property) (ExponentialSmoothing property) (ExponentTransformer property) (FeatureSelection property) (FeatureUnion property) (FitInTransform property) (FittedParamExtractor property) (ForecastingGridSearchCV property) (ForecastingPipeline property) (ForecastingRandomizedSearchCV property) (ForecastX property) (FreshPRINCE property) (HampelFilter property) (HIVECOTEV1 property) (HIVECOTEV2 property) (Imputer property) (IndividualBOSS property) (IndividualTDE property) (IntervalSegmenter property) (InvertAugmenter property) (KalmanFilterTransformerFP property) (KalmanFilterTransformerPK property) (KNeighborsTimeSeriesClassifier property) (LogTransformer property) (MatrixProfile property) (MatrixProfileClassifier property) (MatrixProfileTransformer property) (MiniRocket property) (MiniRocketMultivariate property) (MovingBlockBootstrapTransformer property) (MultioutputTabularRegressionForecaster property) (MultioutputTimeSeriesRegressionForecaster property) (MultiplexForecaster property) (MultiplexTransformer property) (MUSE property) (NaiveForecaster property) (NaiveVariance property) (OnlineEnsembleForecaster property) (OptionalPassthrough property) (PAA property) (PandasTransformAdaptor property) (PartialAutoCorrelationTransformer property) (PCATransformer property) (PlateauFinder property) (PolynomialTrendForecaster property) (Prophet property) (ProximityForest property) (ProximityStump property) (ProximityTree property) (PyODAnnotator property) (RandomIntervalClassifier property) (RandomIntervalFeatureExtractor property) (RandomIntervalSegmenter property) (RandomIntervalSpectralEnsemble property) (RandomSamplesAugmenter property) (RecursiveTabularRegressionForecaster property) (RecursiveTimeSeriesRegressionForecaster property) (ReverseAugmenter property) (Rocket property) (SARIMAX property) (SAX property) (ScaledLogitTransformer property) (SeriesToPrimitivesRowTransformer property) (SeriesToSeriesRowTransformer property) (SFA property) (ShapeletTransformClassifier property) (SignatureClassifier property) (SignatureTransformer property) (SqrtTransformer property) (StackingForecaster property) (StatsForecastAutoARIMA property) (STLBootstrapTransformer property) (STLForecaster property) (STLTransformer property) (SummaryClassifier property) (SummaryTransformer property) (SupervisedTimeSeriesForest property) (Tabularizer property) (TabularToSeriesAdaptor property) (TBATS property) (TemporalDictionaryEnsemble property) (ThetaForecaster property) (ThetaLinesTransformer property) (TimeSeriesForestClassifier property) (TimeSeriesForestRegressor property) (TimeSeriesKernelKMeans property) (TimeSeriesKMeans property) (TimeSeriesKMedoids property) (TimeSeriesKShapes property) (TimeSeriesLloyds property) (TransformedTargetForecaster property) (TransformerPipeline property) (TrendForecaster property) (TSFreshClassifier property) (TSFreshFeatureExtractor property) (TSFreshRelevantFeatureExtractor property) (UnobservedComponents property) (UpdateRefitsEvery property) (VAR property) (WEASEL property) (WhiteNoiseAugmenter property) (WindowSummarizer property) is_relative (ForecastingHorizon property) K KalmanFilterTransformerFP (class in sktime.transformations.series.kalman_filter) KalmanFilterTransformerPK (class in sktime.transformations.series.kalman_filter) 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_pipeline() (in module sktime.pipeline) make_reduction() (in module sktime.forecasting.compose) make_row_transformer() (in module sktime.transformations.panel.compose) 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) 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.datasets sktime.datatypes sktime.exceptions sktime.performance_metrics sktime.registry sktime.regression sktime.series_as_features sktime.transformations sktime.utils.estimator_checks sktime.utils.plotting MovingBlockBootstrapTransformer (class in sktime.transformations.bootstrap) mtype() (in module sktime.datatypes) mtype_to_scitype() (in module sktime.datatypes) MultioutputTabularRegressionForecaster (class in sktime.forecasting.compose) MultioutputTimeSeriesRegressionForecaster (class in sktime.forecasting.compose) MultiplexForecaster (class in sktime.forecasting.compose) MultiplexTransformer (class in sktime.transformations.compose) Multivariate time series MUSE (class in sktime.classification.dictionary_based) N n_features_ (ComposableTimeSeriesForestRegressor property) (TimeSeriesForestClassifier property) (TimeSeriesForestRegressor property) NaiveForecaster (class in sktime.forecasting.naive) NaiveVariance (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) PandasTransformAdaptor (class in sktime.transformations.series.adapt) 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) (BaseClusterer method) (BaseForecaster method) (BATS method) (BOSSEnsemble method) (CanonicalIntervalForest method) (Catch22Classifier method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ComposableTimeSeriesForestRegressor method) (ConformalIntervals method) (ContractableBOSS method) (Croston method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (DummyClassifier method) (ElasticEnsemble method) (EnsembleForecaster method) (ExponentialSmoothing method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (FreshPRINCE method) (HIVECOTEV1 method) (HIVECOTEV2 method) (IndividualBOSS method) (IndividualTDE method) (KNeighborsTimeSeriesClassifier method) (MatrixProfileClassifier method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MUSE method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalClassifier method) (RandomIntervalSpectralEnsemble method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (SARIMAX method) (ShapeletTransformClassifier method) (SignatureClassifier method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLForecaster method) (SummaryClassifier method) (SupervisedTimeSeriesForest method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesLloyds method) (TransformedTargetForecaster method) (TrendForecaster method) (TSFreshClassifier method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) (WEASEL method) predict_interval() (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (BaseForecaster method) (BATS method) (ColumnEnsembleForecaster method) (ConformalIntervals method) (Croston method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (EnsembleForecaster method) (ExponentialSmoothing method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (PolynomialTrendForecaster method) (Prophet method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (SARIMAX method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLForecaster method) (TBATS method) (ThetaForecaster method) (TransformedTargetForecaster method) (TrendForecaster method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) predict_log_proba() (TimeSeriesForestClassifier method) predict_proba() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (BaseClusterer method) (BaseForecaster method) (BATS method) (BOSSEnsemble method) (CanonicalIntervalForest method) (Catch22Classifier method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ConformalIntervals method) (ContractableBOSS method) (Croston method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (DummyClassifier method) (ElasticEnsemble method) (EnsembleForecaster method) (ExponentialSmoothing method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (FreshPRINCE method) (HIVECOTEV1 method) (HIVECOTEV2 method) (IndividualBOSS method) (IndividualTDE method) (KNeighborsTimeSeriesClassifier method) (MatrixProfileClassifier method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MUSE method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (RandomIntervalClassifier method) (RandomIntervalSpectralEnsemble method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (SARIMAX method) (ShapeletTransformClassifier method) (SignatureClassifier method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLForecaster method) (SummaryClassifier method) (SupervisedTimeSeriesForest method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (TimeSeriesForestClassifier method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesLloyds method) (TransformedTargetForecaster method) (TrendForecaster method) (TSFreshClassifier method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) (WEASEL method) predict_quantiles() (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (BaseForecaster method) (BATS method) (ColumnEnsembleForecaster method) (ConformalIntervals method) (Croston method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (EnsembleForecaster method) (ExponentialSmoothing method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (PolynomialTrendForecaster method) (Prophet method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (SARIMAX method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLForecaster method) (TBATS method) (ThetaForecaster method) (TransformedTargetForecaster method) (TrendForecaster method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) predict_residuals() (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (BaseForecaster method) (BATS method) (ColumnEnsembleForecaster method) (ConformalIntervals method) (Croston method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (EnsembleForecaster method) (ExponentialSmoothing method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (PolynomialTrendForecaster method) (Prophet method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (SARIMAX method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLForecaster method) (TBATS method) (ThetaForecaster method) (TransformedTargetForecaster method) (TrendForecaster method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) predict_scores() (PyODAnnotator method) predict_var() (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (BaseForecaster method) (BATS method) (ColumnEnsembleForecaster method) (ConformalIntervals method) (Croston method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (EnsembleForecaster method) (ExponentialSmoothing method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (PolynomialTrendForecaster method) (Prophet method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (SARIMAX method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLForecaster method) (TBATS method) (ThetaForecaster method) (TransformedTargetForecaster method) (TrendForecaster method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR 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 RandomIntervalClassifier (class in sktime.classification.feature_based) RandomIntervalFeatureExtractor (class in sktime.transformations.panel.summarize) RandomIntervalSegmenter (class in sktime.transformations.panel.segment) RandomIntervalSpectralEnsemble (class in sktime.classification.interval_based) RandomSamplesAugmenter (class in sktime.transformations.series.augmenter) 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) reset() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (BaseClusterer method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BATS method) (BOSSEnsemble method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (Catch22 method) (Catch22Classifier method) (ClaSPTransformer method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnTransformer method) (ColumnwiseTransformer method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ContractableBOSS method) (CosineTransformer method) (Croston method) (CutoffSplitter method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (DummyClassifier method) (ElasticEnsemble method) (EnsembleForecaster method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FitInTransform method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (FreshPRINCE method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (HampelFilter method) (HIVECOTEV1 method) (HIVECOTEV2 method) (Imputer method) (IndividualBOSS method) (IndividualTDE method) (IntervalSegmenter method) (InvertAugmenter method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK 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) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (MiniRocket method) (MiniRocketMultivariate method) (MovingBlockBootstrapTransformer method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MultiplexTransformer method) (MUSE method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (OptionalPassthrough method) (PAA method) (PandasTransformAdaptor method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (RelativeLoss method) (ReverseAugmenter method) (Rocket method) (SARIMAX method) (SAX method) (ScaledLogitTransformer method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SignatureTransformer method) (SingleWindowSplitter method) (SlidingWindowSplitter method) (SqrtTransformer method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaLinesTransformer method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesLloyds method) (TransformedTargetForecaster method) (TransformerPipeline method) (TrendForecaster method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) (WEASEL method) (WhiteNoiseAugmenter method) (WindowSummarizer method) ReverseAugmenter (class in sktime.transformations.series.augmenter) Rocket (class in sktime.transformations.panel.rocket) row_wise_get_der() (DerivativeSlopeTransformer static method) S SARIMAX (class in sktime.forecasting.sarimax) SAX (class in sktime.transformations.panel.dictionary_based) ScaledLogitTransformer (class in sktime.transformations.series.scaledlogit) Scientific type Scitype scitype() (in module sktime.datatypes) scitype_to_mtype() (in module sktime.datatypes) score() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (BaseClusterer method) (BaseForecaster method) (BATS method) (BOSSEnsemble method) (CanonicalIntervalForest method) (Catch22Classifier method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ComposableTimeSeriesForestRegressor method) (ConformalIntervals method) (ContractableBOSS method) (Croston method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (DummyClassifier method) (ElasticEnsemble method) (EnsembleForecaster method) (ExponentialSmoothing method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (FreshPRINCE method) (HIVECOTEV1 method) (HIVECOTEV2 method) (IndividualBOSS method) (IndividualTDE method) (KNeighborsTimeSeriesClassifier method) (MatrixProfileClassifier method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MUSE method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (RandomIntervalClassifier method) (RandomIntervalSpectralEnsemble method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (SARIMAX method) (ShapeletTransformClassifier method) (SignatureClassifier method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLForecaster method) (SummaryClassifier method) (SupervisedTimeSeriesForest method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesLloyds method) (TransformedTargetForecaster method) (TrendForecaster method) (TSFreshClassifier method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR 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) (BaseClusterer method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BATS method) (BOSSEnsemble method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (Catch22 method) (Catch22Classifier method) (ClaSPTransformer method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnTransformer method) (ColumnwiseTransformer method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ContractableBOSS method) (CosineTransformer method) (Croston method) (CutoffSplitter method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (DummyClassifier method) (ElasticEnsemble method) (EnsembleForecaster method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FitInTransform method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (FreshPRINCE method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (HampelFilter method) (HIVECOTEV1 method) (HIVECOTEV2 method) (Imputer method) (IndividualBOSS method) (IndividualTDE method) (IntervalSegmenter method) (InvertAugmenter method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK 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) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (MiniRocket method) (MiniRocketMultivariate method) (MovingBlockBootstrapTransformer method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MultiplexTransformer method) (MUSE method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (OptionalPassthrough method) (PAA method) (PandasTransformAdaptor method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (RelativeLoss method) (ReverseAugmenter method) (Rocket method) (SARIMAX method) (SAX method) (ScaledLogitTransformer method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SignatureTransformer method) (SingleWindowSplitter method) (SlidingWindowSplitter method) (SqrtTransformer method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaLinesTransformer method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesLloyds method) (TransformedTargetForecaster method) (TransformerPipeline method) (TrendForecaster method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) (WEASEL method) (WhiteNoiseAugmenter method) (WindowSummarizer method) set_tags() (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (BaseClusterer method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BATS method) (BOSSEnsemble method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (Catch22 method) (Catch22Classifier method) (ClaSPTransformer method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnTransformer method) (ColumnwiseTransformer method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ContractableBOSS method) (CosineTransformer method) (Croston method) (CutoffSplitter method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DrCIF method) (DummyClassifier method) (ElasticEnsemble method) (EnsembleForecaster method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FitInTransform method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (FreshPRINCE method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (HampelFilter method) (HIVECOTEV1 method) (HIVECOTEV2 method) (Imputer method) (IndividualBOSS method) (IndividualTDE method) (IntervalSegmenter method) (InvertAugmenter method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK 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) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (MiniRocket method) (MiniRocketMultivariate method) (MovingBlockBootstrapTransformer method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MultiplexTransformer method) (MUSE method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (OptionalPassthrough method) (PAA method) (PandasTransformAdaptor method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (PolynomialTrendForecaster method) (Prophet method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyODAnnotator method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (RelativeLoss method) (ReverseAugmenter method) (Rocket method) (SARIMAX method) (SAX method) (ScaledLogitTransformer method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SignatureTransformer method) (SingleWindowSplitter method) (SlidingWindowSplitter method) (SqrtTransformer method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaLinesTransformer method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesLloyds method) (TransformedTargetForecaster method) (TransformerPipeline method) (TrendForecaster method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) (WEASEL method) (WhiteNoiseAugmenter method) (WindowSummarizer method) setup_feature_pipeline() (SignatureTransformer method) SFA (class in sktime.transformations.panel.dictionary_based) 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.datasets module sktime.datatypes module sktime.exceptions module sktime.performance_metrics module sktime.registry module sktime.regression module sktime.series_as_features module sktime.transformations module sktime.utils.estimator_checks module sktime.utils.plotting module SlidingWindowSplitter (class in sktime.forecasting.model_selection) split() (CutoffSplitter method) (ExpandingWindowSplitter method) (PresplitFilesCV method) (SingleSplit method) (SingleWindowSplitter method) (SlidingWindowSplitter method) split_loc() (CutoffSplitter method) (ExpandingWindowSplitter method) (SingleWindowSplitter method) (SlidingWindowSplitter method) split_series() (CutoffSplitter method) (ExpandingWindowSplitter method) (SingleWindowSplitter method) (SlidingWindowSplitter method) SqrtTransformer (class in sktime.transformations.series.exponent) StackingForecaster (class in sktime.forecasting.compose) StatsForecastAutoARIMA (class in sktime.forecasting.statsforecast) STLBootstrapTransformer (class in sktime.transformations.bootstrap) STLForecaster (class in sktime.forecasting.trend) STLTransformer (class in sktime.transformations.series.detrend) summary() (ARIMA method) (AutoARIMA method) (AutoETS method) (SARIMAX method) (UnobservedComponents method) SummaryClassifier (class in sktime.classification.feature_based) 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) TimeSeriesKernelKMeans (class in sktime.clustering.kernel_k_means) TimeSeriesKMeans (class in sktime.clustering.k_means) TimeSeriesKMedoids (class in sktime.clustering.k_medoids) TimeSeriesKShapes (class in sktime.clustering.k_shapes) TimeSeriesLloyds (class in sktime.clustering.partitioning) 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) Toolbox transform() (AutoCorrelationTransformer method) (BoxCoxTransformer method) (Catch22 method) (ClaSPTransformer method) (ColumnConcatenator method) (ColumnTransformer method) (ColumnwiseTransformer method) (ConditionalDeseasonalizer method) (CosineTransformer method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FitInTransform method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingRandomizedSearchCV method) (HampelFilter method) (Imputer method) (IntervalSegmenter method) (InvertAugmenter method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (LogTransformer method) (MatrixProfile method) (MatrixProfileTransformer method) (MiniRocket method) (MiniRocketMultivariate method) (MovingBlockBootstrapTransformer method) (MultiplexTransformer method) (OptionalPassthrough method) (PAA method) (PandasTransformAdaptor method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomSamplesAugmenter method) (ReverseAugmenter method) (Rocket method) (SAX method) (ScaledLogitTransformer method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (SignatureTransformer method) (SqrtTransformer method) (STLBootstrapTransformer method) (STLTransformer method) (SummaryTransformer method) (Tabularizer method) (TabularToSeriesAdaptor method) (ThetaLinesTransformer method) (TransformedTargetForecaster method) (TransformerPipeline method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (WhiteNoiseAugmenter method) (WindowSummarizer method) transform_single_feature() (Catch22 method) TransformedTargetForecaster (class in sktime.forecasting.compose) TransformerPipeline (class in sktime.transformations.compose) transformers_post_ (TransformedTargetForecaster property) transformers_pre_ (TransformedTargetForecaster property) Trend TrendForecaster (class in sktime.forecasting.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) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (BaseForecaster method) (BATS method) (BoxCoxTransformer method) (Catch22 method) (ClaSPTransformer method) (ColumnConcatenator method) (ColumnEnsembleForecaster method) (ColumnTransformer method) (ColumnwiseTransformer method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (CosineTransformer method) (Croston method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (Detrender method) (Differencer method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (EnsembleForecaster method) (ExponentialSmoothing method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (FitInTransform method) (FittedParamExtractor method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (HampelFilter method) (Imputer method) (IntervalSegmenter method) (InvertAugmenter method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (LogTransformer method) (MatrixProfile method) (MatrixProfileTransformer method) (MiniRocket method) (MiniRocketMultivariate method) (MovingBlockBootstrapTransformer method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MultiplexTransformer method) (NaiveForecaster method) (NaiveVariance method) (NNLSEnsemble method) (NormalHedgeEnsemble method) (OnlineEnsembleForecaster method) (OptionalPassthrough method) (PAA method) (PandasTransformAdaptor method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PlateauFinder method) (PolynomialTrendForecaster method) (Prophet method) (PyODAnnotator method) (RandomIntervalFeatureExtractor method) (RandomIntervalSegmenter method) (RandomSamplesAugmenter method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ReverseAugmenter method) (Rocket method) (SARIMAX method) (SAX method) (ScaledLogitTransformer method) (SeriesToPrimitivesRowTransformer method) (SeriesToSeriesRowTransformer method) (SFA method) (SignatureTransformer method) (SqrtTransformer method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (SummaryTransformer method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (ThetaForecaster method) (ThetaLinesTransformer method) (TransformedTargetForecaster method) (TransformerPipeline method) (TrendForecaster method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) (WhiteNoiseAugmenter method) (WindowSummarizer method) update_predict() (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (BaseForecaster method) (BATS method) (ColumnEnsembleForecaster method) (ConformalIntervals method) (Croston method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (EnsembleForecaster method) (ExponentialSmoothing method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (PolynomialTrendForecaster method) (Prophet method) (PyODAnnotator method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (SARIMAX method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLForecaster method) (TBATS method) (ThetaForecaster method) (TransformedTargetForecaster method) (TrendForecaster method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) update_predict_single() (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (BaseForecaster method) (BATS method) (ColumnEnsembleForecaster method) (ConformalIntervals method) (Croston method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (EnsembleForecaster method) (ExponentialSmoothing method) (ForecastingGridSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastX method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (NaiveForecaster method) (NaiveVariance method) (OnlineEnsembleForecaster method) (PolynomialTrendForecaster method) (Prophet method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (SARIMAX method) (StackingForecaster method) (StatsForecastAutoARIMA method) (STLForecaster method) (TBATS method) (ThetaForecaster method) (TransformedTargetForecaster method) (TrendForecaster method) (UnobservedComponents method) (UpdateRefitsEvery method) (VAR method) UpdateRefitsEvery (class in sktime.forecasting.stream) V VAR (class in sktime.forecasting.var) Variable W WEASEL (class in sktime.classification.dictionary_based) WhiteNoiseAugmenter (class in sktime.transformations.series.augmenter) WindowSummarizer (class in sktime.transformations.series.summarize) with_traceback() (FitFailedWarning method) (NotEvaluatedError method) (NotFittedError method) word_list() (SFA method) word_list_typed() (SFA method)