Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | R | S | T | U | V | W | X | Y | Z _ __call__() (AUCalibration method) (ConstraintViolation method) (CRPS method) (EmpiricalCoverage method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (IntervalWidth method) (LogLoss method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredErrorPercentage method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (PinballLoss method) (RelativeLoss method) (SquaredDistrLoss method) A add_estimator() (BaseBenchmark method) (ForecastingBenchmark method) add_note() (FitFailedWarning method) (NotEvaluatedError method) (NotFittedError method) add_step() (Pipeline method) add_task() (ForecastingBenchmark method) ADICVTransformer (class in sktime.transformations.series.adi_cv) AggrDist (class in sktime.dists_kernels.compose_tab_to_panel) AggregateMetric (class in sktime.benchmarking.metrics) Aggregator (class in sktime.transformations.hierarchical.aggregate) Airline (class in sktime.datasets.forecasting.airline) algorithm_class (NeuralForecastDilatedRNN property) (NeuralForecastGRU property) (NeuralForecastLSTM property) (NeuralForecastRNN property) (NeuralForecastTCN property) (PytorchForecastingDeepAR property) (PytorchForecastingNBeats property) (PytorchForecastingNHiTS property) (PytorchForecastingTFT property) algorithm_exogenous_support (NeuralForecastDilatedRNN property) (NeuralForecastGRU property) (NeuralForecastLSTM property) (NeuralForecastRNN property) (NeuralForecastTCN property) algorithm_name (NeuralForecastDilatedRNN property) (NeuralForecastGRU property) (NeuralForecastLSTM property) (NeuralForecastRNN property) (NeuralForecastTCN property) algorithm_parameters (NeuralForecastDilatedRNN property) (NeuralForecastGRU property) (NeuralForecastLSTM property) (NeuralForecastRNN property) (NeuralForecastTCN property) (PytorchForecastingDeepAR property) (PytorchForecastingNBeats property) (PytorchForecastingNHiTS property) (PytorchForecastingTFT property) AlignerDTW (class in sktime.alignment.dtw_python) AlignerDtwDtai (class in sktime.alignment.dtaidist) AlignerDTWfromDist (class in sktime.alignment.dtw_python) AlignerDtwNumba (class in sktime.alignment.dtw_numba) AlignerEditNumba (class in sktime.alignment.edit_numba) AlignerLuckyDtw (class in sktime.alignment.lucky) AlignerNaive (class in sktime.alignment.naive) all_estimators() (in module sktime.registry) all_tags() (in module sktime.registry) Application apply() (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) ARCH (class in sktime.forecasting.arch) ARDL (class in sktime.forecasting.ardl) ARIMA (class in sktime.forecasting.arima) ARLagOrderSelector (class in sktime.param_est.lag) ArrowHead (class in sktime.datasets.classification.arrow_head) Arsenal (class in sktime.classification.kernel_based) AUCalibration (class in sktime.performance_metrics.forecasting.probabilistic) authors() (in module sktime.registry._tags) 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) AutoREG (class in sktime.forecasting.auto_reg) AutoTS (class in sktime.forecasting.autots) B bag_to_string() (SFA method) Bagging: BaggingClassifier (class in sktime.classification.ensemble) BaggingForecaster (class in sktime.forecasting.compose) BaseBenchmark (class in sktime.benchmarking.benchmarks) BaseClassifier (class in sktime.classification) BaseClusterer (class in sktime.clustering.base) BaseDataset (class in sktime.benchmarking.base) BaseDeepClassifier (class in sktime.classification.deep_learning.base) BaseDeepRegressor (class in sktime.regression.deep_learning.base) BaseEarlyClassifier (class in sktime.classification.early_classification.base) BaseEstimator (class in sktime.base) BaseForecaster (class in sktime.forecasting.base) BaseMetric (class in sktime.benchmarking.base) BaseObject (class in sktime.base) BasePairwiseTransformer (class in sktime.dists_kernels) BasePairwiseTransformerPanel (class in sktime.dists_kernels) BaseRegressor (class in sktime.regression.base) BaseResults (class in sktime.benchmarking.base) BaseStrategy (class in sktime.benchmarking.strategies) BaseSupervisedLearningStrategy (class in sktime.benchmarking.strategies) BaseTask (class in sktime.benchmarking.tasks) BaseTimeSeriesLloyds (class in sktime.clustering.partitioning) BasicMotions (class in sktime.datasets.classification.basic_motions) BATS (class in sktime.forecasting.bats) binary_entropy() (ShapeletTransform static method) BinarySegmentation (class in sktime.detection.bs) BKFilter (class in sktime.transformations.series.bkfilter) Bollinger (class in sktime.transformations.series.bollinger) BOSSEnsemble (class in sktime.classification.dictionary_based) BOSSVSClassifierPyts (class in sktime.classification.dictionary_based) BottomUpReconciler (class in sktime.transformations.hierarchical.reconcile) BoxCoxBiasAdjustedForecaster (class in sktime.forecasting.boxcox_bias_adjusted_forecaster) BoxCoxTransformer (class in sktime.transformations.series.boxcox) build_model() (BaseDeepClassifier method) (BaseDeepRegressor method) (CNNClassifier method) (CNNRegressor method) (CNTCClassifier method) (CNTCRegressor method) (FCNClassifier method) (FCNRegressor method) (InceptionTimeClassifier method) (InceptionTimeRegressor method) (LSTMFCNClassifier method) (LSTMFCNRegressor method) (MACNNClassifier method) (MACNNRegressor method) (MCDCNNClassifier method) (MCDCNNRegressor method) (MLPClassifier method) (MLPRegressor method) (ResNetClassifier method) (ResNetRegressor method) (SimpleRNNClassifier method) (SimpleRNNRegressor method) (TapNetClassifier method) (TapNetRegressor method) build_pytorch_pred_dataloader() (CINNForecaster method) (ESRNNForecaster method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (RBFForecaster method) (SCINetForecaster method) build_pytorch_train_dataloader() (CINNForecaster method) (ESRNNForecaster method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (RBFForecaster method) (SCINetForecaster method) C cache_files_directory() (Airline method) (ArrowHead method) (BasicMotions method) (GunPoint method) (HierarchicalSalesToydata method) (ItalyPowerDemand method) (JapaneseVowels method) (Longley method) (Lynx method) (M5Dataset method) (Macroeconomic method) (OSULeaf method) (PLAID method) (ShampooSales method) (Solar method) (Tecator method) (USChange method) calc_binary_ig() (ShapeletTransform static method) calc_early_binary_ig() (ShapeletTransform static method) CanonicalIntervalForest (class in sktime.classification.interval_based) CAPA (class in sktime.detection.skchange_aseg.capa) capability__bootstrap_index() (in module sktime.registry._tags) capability__categorical_in_X() (in module sktime.registry._tags) capability__contractable() (in module sktime.registry._tags) capability__exogeneous() (in module sktime.registry._tags) capability__feature_importance() (in module sktime.registry._tags) capability__insample() (in module sktime.registry._tags) capability__inverse_transform() (in module sktime.registry._tags) capability__inverse_transform__exact() (in module sktime.registry._tags) capability__inverse_transform__range() (in module sktime.registry._tags) capability__missing_values() (in module sktime.registry._tags) capability__multioutput() (in module sktime.registry._tags) capability__multivariate() (in module sktime.registry._tags) capability__pred_int() (in module sktime.registry._tags) capability__pred_int__insample() (in module sktime.registry._tags) capability__predict_proba() (in module sktime.registry._tags) capability__train_estimate() (in module sktime.registry._tags) capability__unequal_length() (in module sktime.registry._tags) capability__update() (in module sktime.registry._tags) Catch22 (class in sktime.transformations.panel.catch22) Catch22Classifier (class in sktime.classification.feature_based) Catch22Wrapper (class in sktime.transformations.panel.catch22wrapper) CFFilter (class in sktime.transformations.series.cffilter) change_points_to_segments() (BinarySegmentation static method) (CAPA static method) (CircularBinarySegmentation static method) (ClaSPSegmentation static method) (ClusterSegmenter static method) (DetectorPipeline static method) (DummyRegularAnomalies static method) (DummyRegularChangePoints static method) (GaussianHMM static method) (GMMHMM static method) (GreedyGaussianSegmentation static method) (HMM static method) (MovingWindow static method) (MVCAPA static method) (PELT static method) (PoissonHMM static method) (PyODDetector static method) (SeededBinarySegmentation static method) (StatThresholdAnomaliser static method) (SubLOF static method) (ThresholdDetector static method) (WindowSegmenter static method) (ZeroAnomalies static method) (ZeroChangePoints static method) (ZeroSegments static method) check() (HierarchicalDask method) (HierarchicalPdMultiIndex method) (HierarchicalPolarsEager method) (PanelDask method) (PanelDfList method) (PanelGluontsList method) (PanelGluontsPandas method) (PanelNp3D method) (PanelPdMultiIndex method) (PanelPolarsEager method) (ScitypeHierarchical method) (ScitypePanel method) (ScitypeSeries method) (ScitypeTable method) (SeriesDask method) (SeriesGluontsList method) (SeriesGluontsPandas method) (SeriesNp2D method) (SeriesPdDataFrame method) (SeriesPdSeries method) (SeriesPolarsEager method) (SeriesXarray method) (TableListOfDict method) (TableNp1D method) (TableNp2D method) (TablePdDataFrame method) (TablePdSeries method) (TablePolarsEager method) check_data_compatibility() (BaseTask method) (TSCTask method) (TSRTask method) check_estimator() (in module sktime.utils.estimator_checks) check_fitted_strategy_exists() (BaseResults method) (HDDBaseResults method) (HDDResults method) (RAMResults method) check_is_fitted() (ADICVTransformer method) (AggrDist method) (Aggregator method) (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) (ARCH method) (ARDL method) (ARIMA method) (ARLagOrderSelector method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingClassifier method) (BaggingForecaster method) (BaseClassifier method) (BaseClusterer method) (BaseDeepClassifier method) (BaseDeepRegressor method) (BaseEarlyClassifier method) (BaseEstimator method) (BaseForecaster method) (BasePairwiseTransformer method) (BasePairwiseTransformerPanel method) (BaseRegressor method) (BaseStrategy method) (BaseSupervisedLearningStrategy method) (BaseTimeSeriesLloyds method) (BATS method) (BinarySegmentation method) (BKFilter method) (Bollinger method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (BottomUpReconciler method) (BoxCoxBiasAdjustedForecaster method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (CAPA method) (Catch22 method) (Catch22Classifier method) (Catch22Wrapper method) (CFFilter method) (ChronosForecaster method) (CINNForecaster method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClaSPTransformer method) (ClassifierPipeline method) (ClearSky method) (ClustererAsTransformer method) (ClustererPipeline method) (ClusterSegmenter method) (CNNClassifier method) (CNNRegressor method) (CNTCClassifier method) (CNTCRegressor method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnEnsembleTransformer method) (ColumnSelect method) (ColumnTransformer method) (ColumnwiseTransformer method) (CombinedDistance method) (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ConstantPwTrafoPanel method) (ContractableBOSS method) (CosineTransformer method) (CountryHolidaysTransformer method) (Croston method) (CtwDistTslearn method) (CurveFitForecaster method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (DetectorAsTransformer method) (DetectorPipeline method) (Detrender method) (Differencer method) (DilationMappingTransformer method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DistanceFeatures method) (DistFromAligner method) (DistFromKernel method) (DOBIN method) (DontUpdate method) (DrCIF method) (DropNA method) (DtwDist method) (DtwDistTslearn method) (DtwDtaidistMultiv method) (DtwDtaidistUniv method) (DtwPythonDist method) (DummyClassifier method) (DummyRegressor method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DWTTransformer method) (DynamicFactor method) (EAgglo method) (EditDist method) (ElasticEnsemble method) (ElbowClassPairwise method) (ElbowClassSum method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExponentialSmoothing method) (ExponentTransformer method) (FallbackForecaster method) (FCNClassifier method) (FCNRegressor method) (FeatureSelection method) (FeatureUnion method) (FhPlexForecaster method) (Filter method) (FinancialHolidaysTransformer method) (FitInTransform method) (FittedParamExtractor method) (FixedParams method) (FlatDist method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FourierFeatures method) (FourierTransform method) (FreshPRINCE method) (FunctionParamFitter method) (FunctionTransformer method) (GAKernel method) (GaussianHMM method) (GMMHMM method) (GreedyGaussianSegmentation method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (GRUClassifier method) (GRUFCNNClassifier method) (HampelFilter method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalProphet method) (HierarchyEnsembleForecaster method) (HIVECOTEV1 method) (HIVECOTEV2 method) (HMM method) (HOG1DTransformer method) (HolidayFeatures method) (HPFilter method) (HurstExponentTransformer method) (Id method) (IgnoreX method) (Imputer method) (InceptionTimeClassifier method) (InceptionTimeRegressor method) (IndepDist method) (IndexSubset method) (IndividualBOSS method) (IndividualTDE method) (InformationGainSegmentation method) (IntervalSegmenter method) (InvertAugmenter method) (InvertTransform method) (IxToX method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KalmanFilterTransformerSIMD method) (KernelFromDist method) (KinematicFeatures method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (KNeighborsTimeSeriesRegressor method) (Lag method) (LcssTslearn method) (Logger method) (LogTransformer method) (LSTMFCNClassifier method) (LSTMFCNRegressor method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (LuckyDtwDist method) (MACNNClassifier method) (MACNNRegressor method) (MAPAForecaster method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MCDCNNClassifier method) (MCDCNNRegressor method) (Merger method) (MiddleOutReconciler method) (MiniRocket method) (MiniRocketMultivariate method) (MiniRocketMultivariateVariable method) (MLPClassifier method) (MLPRegressor method) (MOIRAIForecaster method) (MomentFMClassifier method) (MomentFMForecaster method) (MovingBlockBootstrapTransformer method) (MovingWindow method) (MrSEQL method) (MrSQM method) (MSTL method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexClassifier method) (MultiplexForecaster method) (MultiplexRegressor method) (MultiplexTransformer method) (MultiRocket method) (MultiRocketMultivariate method) (MUSE method) (MVCAPA method) (MVTSTransformerClassifier method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (NonNegativeOptimalReconciler method) (OnlineEnsembleForecaster method) (OptimalReconciler method) (OptionalPassthrough method) (PAA method) (PAAlegacy method) (PaddingTransformer method) (PandasTransformAdaptor method) (ParamFitterPipeline method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PeakTimeFeature method) (PELT method) (Permute method) (Pipeline method) (PlateauFinder method) (PluginParamsForecaster method) (PluginParamsTransformer method) (PoissonHMM method) (PolynomialTrendForecaster method) (ProbabilityThresholdEarlyClassifier method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PwTrafoPanelPipeline method) (PyKANForecaster method) (PyODDetector method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervals method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RandomShapeletTransform method) (RBFForecaster method) (RBFTransformer method) (Reconciler method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ReducerTransform method) (RegressorPipeline method) (RepeatBootstrapTransformer method) (ResNetClassifier method) (ResNetRegressor method) (ReverseAugmenter method) (Rocket method) (RocketClassifier method) (RocketPyts method) (RocketRegressor method) (SARIMAX method) (SAX method) (SAXlegacy method) (ScaledAsinhTransformer method) (ScaledLogitTransformer method) (SCINetForecaster method) (ScipyDist method) (SeasonalDummiesOneHot method) (SeasonalityACF method) (SeasonalityACFqstat method) (SeasonalityPeriodogram method) (SeededBinarySegmentation method) (SFA method) (SFAFast method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransform method) (ShapeletTransformClassifier method) (ShapeletTransformPyts method) (SignatureClassifier method) (SignatureKernel method) (SignatureMoments method) (SignatureTransformer method) (SimpleRNNClassifier method) (SimpleRNNRegressor method) (SkforecastAutoreg method) (SkforecastRecursive method) (SklearnClassifierPipeline method) (SklearnClustererPipeline method) (SklearnRegressorPipeline method) (SlidingWindowSegmenter method) (SlopeTransformer method) (SoftDtwDistTslearn method) (SplineTrendForecaster method) (SplitterBootstrapTransformer method) (SplitterSummarizer method) (SqrtTransformer method) (SquaringResiduals method) (StackingForecaster method) (StationarityADF method) (StationarityADFArch method) (StationarityDFGLS method) (StationarityKPSS method) (StationarityKPSSArch method) (StationarityPhillipsPerron method) (StationarityVarianceRatio method) (StationarityZivotAndrews method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (StatThresholdAnomaliser method) (STDBSCAN method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (STRAY method) (SubLOF method) (SubsequenceExtractionTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedIntervals method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TapNetClassifier method) (TapNetRegressor method) (TBATS method) (TEASER method) (TemporalDictionaryEnsemble method) (TemporianTransformer method) (ThetaForecaster method) (ThetaLinesTransformer method) (ThetaModularForecaster method) (ThresholdDetector method) (TimeBinAggregate method) (TimeBinner method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimeSeriesDBSCAN method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMeansTslearn method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesKvisibility method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TimeSeriesSVRTslearn method) (TimesFMForecaster method) (TimeSince method) (TinyTimeMixerForecaster method) (TopdownReconciler method) (TransformByLevel method) (TransformedTargetForecaster method) (TransformerPipeline method) (TransformIf method) (TransformSelectForecaster method) (TrendForecaster method) (TruncationTransformer method) (TSBootstrapAdapter method) (TSCGridSearchCV method) (TSCStrategy method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (TSInterpolator method) (TSRGridSearchCV method) (TSRStrategy method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (VmdTransformer method) (WEASEL method) (WeightedEnsembleClassifier method) (WhiteNoiseAugmenter method) (WindowSegmenter method) (WindowSummarizer method) (YtoX method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) check_is_mtype() (in module sktime.datatypes) check_is_scitype() (in module sktime.datatypes) check_param_validity() (ARDL method) check_period_index() (MOIRAIForecaster method) check_predictions_exist() (BaseResults method) (HDDBaseResults method) (HDDResults method) (RAMResults method) check_raise() (in module sktime.datatypes) check_range_index() (MOIRAIForecaster method) check_tag_is_valid() (in module sktime.registry) ChronosForecaster (class in sktime.forecasting.chronos) CINNForecaster (class in sktime.forecasting.conditional_invertible_neural_network) CircularBinarySegmentation (class in sktime.detection.skchange_aseg.circular_binseg) ClaSPSegmentation (class in sktime.detection.clasp) ClaSPTransformer (class in sktime.transformations.series.clasp) ClassifierPipeline (class in sktime.classification.compose) cleanup_cache_files() (Airline method) (ArrowHead method) (BasicMotions method) (GunPoint method) (HierarchicalSalesToydata method) (ItalyPowerDemand method) (JapaneseVowels method) (Longley method) (Lynx method) (M5Dataset method) (Macroeconomic method) (OSULeaf method) (PLAID method) (ShampooSales method) (Solar method) (Tecator method) (USChange method) ClearSky (class in sktime.transformations.series.clear_sky) clone() (ADICVTransformer method) (AggrDist method) (Aggregator method) (Airline method) (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) (ARCH method) (ARDL method) (ARIMA method) (ARLagOrderSelector method) (ArrowHead method) (Arsenal method) (AUCalibration method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingClassifier method) (BaggingForecaster method) (BaseClassifier method) (BaseClusterer method) (BaseDeepClassifier method) (BaseDeepRegressor method) (BaseEarlyClassifier method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BasePairwiseTransformer method) (BasePairwiseTransformerPanel method) (BaseRegressor method) (BaseStrategy method) (BaseSupervisedLearningStrategy method) (BaseTask method) (BaseTimeSeriesLloyds method) (BasicMotions method) (BATS method) (BinarySegmentation method) (BKFilter method) (Bollinger method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (BottomUpReconciler method) (BoxCoxBiasAdjustedForecaster method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (CAPA method) (Catch22 method) (Catch22Classifier method) (Catch22Wrapper method) (CFFilter method) (ChronosForecaster method) (CINNForecaster method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClaSPTransformer method) (ClassifierPipeline method) (ClearSky method) (ClustererAsTransformer method) (ClustererPipeline method) (ClusterSegmenter method) (CNNClassifier method) (CNNRegressor method) (CNTCClassifier method) (CNTCRegressor method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnEnsembleTransformer method) (ColumnSelect method) (ColumnTransformer method) (ColumnwiseTransformer method) (CombinedDistance method) (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ConstantPwTrafoPanel method) (ConstraintViolation method) (ContractableBOSS method) (CosineTransformer method) (CountryHolidaysTransformer method) (Croston method) (CRPS method) (CtwDistTslearn method) (CurveFitForecaster method) (CutoffFhSplitter method) (CutoffSplitter method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (DetectorAsTransformer method) (DetectorPipeline method) (Detrender method) (Differencer method) (DilationMappingTransformer method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DistanceFeatures method) (DistFromAligner method) (DistFromKernel method) (DOBIN method) (DontUpdate method) (DrCIF method) (DropNA method) (DtwDist method) (DtwDistTslearn method) (DtwDtaidistMultiv method) (DtwDtaidistUniv method) (DtwPythonDist method) (DummyClassifier method) (DummyRegressor method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DWTTransformer method) (DynamicFactor method) (EAgglo method) (EditDist method) (ElasticEnsemble method) (ElbowClassPairwise method) (ElbowClassSum method) (EmpiricalCoverage method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExpandingCutoffSplitter method) (ExpandingGreedySplitter method) (ExpandingSlidingWindowSplitter method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FallbackForecaster method) (FCNClassifier method) (FCNRegressor method) (FeatureSelection method) (FeatureUnion method) (FhPlexForecaster method) (Filter method) (FinancialHolidaysTransformer method) (FitInTransform method) (FittedParamExtractor method) (FixedParams method) (FlatDist method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FourierFeatures method) (FourierTransform method) (FreshPRINCE method) (FunctionParamFitter method) (FunctionTransformer method) (GAKernel method) (GaussianHMM method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (GMMHMM method) (GreedyGaussianSegmentation method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (GRUClassifier method) (GRUFCNNClassifier method) (GunPoint method) (HampelFilter method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalDask method) (HierarchicalPdMultiIndex method) (HierarchicalPolarsEager method) (HierarchicalProphet method) (HierarchicalSalesToydata method) (HierarchyEnsembleForecaster method) (HIVECOTEV1 method) (HIVECOTEV2 method) (HMM method) (HOG1DTransformer method) (HolidayFeatures method) (HPFilter method) (HurstExponentTransformer method) (Id method) (IgnoreX method) (Imputer method) (InceptionTimeClassifier method) (InceptionTimeRegressor method) (IndepDist method) (IndexSubset method) (IndividualBOSS method) (IndividualTDE method) (InformationGainSegmentation method) (InstanceSplitter method) (IntervalSegmenter method) (IntervalWidth method) (InvertAugmenter method) (InvertTransform method) (ItalyPowerDemand method) (IxToX method) (JapaneseVowels method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KalmanFilterTransformerSIMD method) (KernelFromDist method) (KinematicFeatures method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (KNeighborsTimeSeriesRegressor method) (Lag method) (LcssTslearn method) (Logger method) (LogLoss method) (LogTransformer method) (Longley method) (LSTMFCNClassifier method) (LSTMFCNRegressor method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (LuckyDtwDist method) (Lynx method) (M5Dataset method) (MACNNClassifier method) (MACNNRegressor method) (Macroeconomic method) (MAPAForecaster method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MCDCNNClassifier method) (MCDCNNRegressor method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredErrorPercentage method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (Merger method) (MiddleOutReconciler method) (MiniRocket method) (MiniRocketMultivariate method) (MiniRocketMultivariateVariable method) (MLPClassifier method) (MLPRegressor method) (MOIRAIForecaster method) (MomentFMClassifier method) (MomentFMForecaster method) (MovingBlockBootstrapTransformer method) (MovingWindow method) (MrSEQL method) (MrSQM method) (MSTL method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexClassifier method) (MultiplexForecaster method) (MultiplexRegressor method) (MultiplexTransformer method) (MultiRocket method) (MultiRocketMultivariate method) (MUSE method) (MVCAPA method) (MVTSTransformerClassifier method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (NonNegativeOptimalReconciler method) (OnlineEnsembleForecaster method) (OptimalReconciler method) (OptionalPassthrough method) (OSULeaf method) (PAA method) (PAAlegacy method) (PaddingTransformer method) (PandasTransformAdaptor method) (PanelDask method) (PanelDfList method) (PanelGluontsList method) (PanelGluontsPandas method) (PanelNp3D method) (PanelPdMultiIndex method) (PanelPolarsEager method) (ParamFitterPipeline method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PeakTimeFeature method) (PELT method) (Permute method) (PinballLoss method) (Pipeline method) (PLAID method) (PlateauFinder method) (PluginParamsForecaster method) (PluginParamsTransformer method) (PoissonHMM method) (PolynomialTrendForecaster method) (ProbabilityThresholdEarlyClassifier method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PwTrafoPanelPipeline method) (PyKANForecaster method) (PyODDetector method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervals method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RandomShapeletTransform method) (RBFForecaster method) (RBFTransformer method) (Reconciler method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ReducerTransform method) (RegressorPipeline method) (RelativeLoss method) (Repeat method) (RepeatBootstrapTransformer method) (ResNetClassifier method) (ResNetRegressor method) (ReverseAugmenter method) (Rocket method) (RocketClassifier method) (RocketPyts method) (RocketRegressor method) (SameLocSplitter method) (SARIMAX method) (SAX method) (SAXlegacy method) (ScaledAsinhTransformer method) (ScaledLogitTransformer method) (SCINetForecaster method) (ScipyDist method) (ScitypeHierarchical method) (ScitypePanel method) (ScitypeSeries method) (ScitypeTable method) (SeasonalDummiesOneHot method) (SeasonalityACF method) (SeasonalityACFqstat method) (SeasonalityPeriodogram method) (SeededBinarySegmentation method) (SeriesDask method) (SeriesGluontsList method) (SeriesGluontsPandas method) (SeriesNp2D method) (SeriesPdDataFrame method) (SeriesPdSeries method) (SeriesPolarsEager method) (SeriesXarray method) (SFA method) (SFAFast method) (ShampooSales method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransform method) (ShapeletTransformClassifier method) (ShapeletTransformPyts method) (SignatureClassifier method) (SignatureKernel method) (SignatureMoments method) (SignatureTransformer method) (SimpleRNNClassifier method) (SimpleRNNRegressor method) (SingleWindowSplitter method) (SkforecastAutoreg method) (SkforecastRecursive method) (SklearnClassifierPipeline method) (SklearnClustererPipeline method) (SklearnRegressorPipeline method) (SlidingGreedySplitter method) (SlidingWindowSegmenter method) (SlidingWindowSplitter method) (SlopeTransformer method) (SoftDtwDistTslearn method) (Solar method) (SplineTrendForecaster method) (SplitterBootstrapTransformer method) (SplitterSummarizer method) (SqrtTransformer method) (SquaredDistrLoss method) (SquaringResiduals method) (StackingForecaster method) (StationarityADF method) (StationarityADFArch method) (StationarityDFGLS method) (StationarityKPSS method) (StationarityKPSSArch method) (StationarityPhillipsPerron method) (StationarityVarianceRatio method) (StationarityZivotAndrews method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (StatThresholdAnomaliser method) (STDBSCAN method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (STRAY method) (SubLOF method) (SubsequenceExtractionTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedIntervals method) (SupervisedTimeSeriesForest method) (TableListOfDict method) (TableNp1D method) (TableNp2D method) (TablePdDataFrame method) (TablePdSeries method) (TablePolarsEager method) (Tabularizer method) (TabularToSeriesAdaptor method) (TapNetClassifier method) (TapNetRegressor method) (TBATS method) (TEASER method) (Tecator method) (TemporalDictionaryEnsemble method) (TemporalTrainTestSplitter method) (TemporianTransformer method) (TestPlusTrainSplitter method) (ThetaForecaster method) (ThetaLinesTransformer method) (ThetaModularForecaster method) (ThresholdDetector method) (TimeBinAggregate method) (TimeBinner method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimeSeriesDBSCAN method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMeansTslearn method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesKvisibility method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TimeSeriesSVRTslearn method) (TimesFMForecaster method) (TimeSince method) (TinyTimeMixerForecaster method) (TopdownReconciler method) (TransformByLevel method) (TransformedTargetForecaster method) (TransformerPipeline method) (TransformIf method) (TransformSelectForecaster method) (TrendForecaster method) (TruncationTransformer method) (TSBootstrapAdapter method) (TSCGridSearchCV method) (TSCStrategy method) (TSCTask method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (TSInterpolator method) (TSRGridSearchCV method) (TSRStrategy method) (TSRTask method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (USChange method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (VmdTransformer method) (WEASEL method) (WeightedEnsembleClassifier method) (WhiteNoiseAugmenter method) (WindowSegmenter method) (WindowSummarizer method) (YtoX method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) clone_tags() (ADICVTransformer method) (AggrDist method) (Aggregator method) (Airline method) (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) (ARCH method) (ARDL method) (ARIMA method) (ARLagOrderSelector method) (ArrowHead method) (Arsenal method) (AUCalibration method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingClassifier method) (BaggingForecaster method) (BaseClassifier method) (BaseClusterer method) (BaseDeepClassifier method) (BaseDeepRegressor method) (BaseEarlyClassifier method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BasePairwiseTransformer method) (BasePairwiseTransformerPanel method) (BaseRegressor method) (BaseStrategy method) (BaseSupervisedLearningStrategy method) (BaseTask method) (BaseTimeSeriesLloyds method) (BasicMotions method) (BATS method) (BinarySegmentation method) (BKFilter method) (Bollinger method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (BottomUpReconciler method) (BoxCoxBiasAdjustedForecaster method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (CAPA method) (Catch22 method) (Catch22Classifier method) (Catch22Wrapper method) (CFFilter method) (ChronosForecaster method) (CINNForecaster method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClaSPTransformer method) (ClassifierPipeline method) (ClearSky method) (ClustererAsTransformer method) (ClustererPipeline method) (ClusterSegmenter method) (CNNClassifier method) (CNNRegressor method) (CNTCClassifier method) (CNTCRegressor method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnEnsembleTransformer method) (ColumnSelect method) (ColumnTransformer method) (ColumnwiseTransformer method) (CombinedDistance method) (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ConstantPwTrafoPanel method) (ConstraintViolation method) (ContractableBOSS method) (CosineTransformer method) (CountryHolidaysTransformer method) (Croston method) (CRPS method) (CtwDistTslearn method) (CurveFitForecaster method) (CutoffFhSplitter method) (CutoffSplitter method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (DetectorAsTransformer method) (DetectorPipeline method) (Detrender method) (Differencer method) (DilationMappingTransformer method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DistanceFeatures method) (DistFromAligner method) (DistFromKernel method) (DOBIN method) (DontUpdate method) (DrCIF method) (DropNA method) (DtwDist method) (DtwDistTslearn method) (DtwDtaidistMultiv method) (DtwDtaidistUniv method) (DtwPythonDist method) (DummyClassifier method) (DummyRegressor method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DWTTransformer method) (DynamicFactor method) (EAgglo method) (EditDist method) (ElasticEnsemble method) (ElbowClassPairwise method) (ElbowClassSum method) (EmpiricalCoverage method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExpandingCutoffSplitter method) (ExpandingGreedySplitter method) (ExpandingSlidingWindowSplitter method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FallbackForecaster method) (FCNClassifier method) (FCNRegressor method) (FeatureSelection method) (FeatureUnion method) (FhPlexForecaster method) (Filter method) (FinancialHolidaysTransformer method) (FitInTransform method) (FittedParamExtractor method) (FixedParams method) (FlatDist method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FourierFeatures method) (FourierTransform method) (FreshPRINCE method) (FunctionParamFitter method) (FunctionTransformer method) (GAKernel method) (GaussianHMM method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (GMMHMM method) (GreedyGaussianSegmentation method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (GRUClassifier method) (GRUFCNNClassifier method) (GunPoint method) (HampelFilter method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalDask method) (HierarchicalPdMultiIndex method) (HierarchicalPolarsEager method) (HierarchicalProphet method) (HierarchicalSalesToydata method) (HierarchyEnsembleForecaster method) (HIVECOTEV1 method) (HIVECOTEV2 method) (HMM method) (HOG1DTransformer method) (HolidayFeatures method) (HPFilter method) (HurstExponentTransformer method) (Id method) (IgnoreX method) (Imputer method) (InceptionTimeClassifier method) (InceptionTimeRegressor method) (IndepDist method) (IndexSubset method) (IndividualBOSS method) (IndividualTDE method) (InformationGainSegmentation method) (InstanceSplitter method) (IntervalSegmenter method) (IntervalWidth method) (InvertAugmenter method) (InvertTransform method) (ItalyPowerDemand method) (IxToX method) (JapaneseVowels method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KalmanFilterTransformerSIMD method) (KernelFromDist method) (KinematicFeatures method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (KNeighborsTimeSeriesRegressor method) (Lag method) (LcssTslearn method) (Logger method) (LogLoss method) (LogTransformer method) (Longley method) (LSTMFCNClassifier method) (LSTMFCNRegressor method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (LuckyDtwDist method) (Lynx method) (M5Dataset method) (MACNNClassifier method) (MACNNRegressor method) (Macroeconomic method) (MAPAForecaster method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MCDCNNClassifier method) (MCDCNNRegressor method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredErrorPercentage method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (Merger method) (MiddleOutReconciler method) (MiniRocket method) (MiniRocketMultivariate method) (MiniRocketMultivariateVariable method) (MLPClassifier method) (MLPRegressor method) (MOIRAIForecaster method) (MomentFMClassifier method) (MomentFMForecaster method) (MovingBlockBootstrapTransformer method) (MovingWindow method) (MrSEQL method) (MrSQM method) (MSTL method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexClassifier method) (MultiplexForecaster method) (MultiplexRegressor method) (MultiplexTransformer method) (MultiRocket method) (MultiRocketMultivariate method) (MUSE method) (MVCAPA method) (MVTSTransformerClassifier method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (NonNegativeOptimalReconciler method) (OnlineEnsembleForecaster method) (OptimalReconciler method) (OptionalPassthrough method) (OSULeaf method) (PAA method) (PAAlegacy method) (PaddingTransformer method) (PandasTransformAdaptor method) (PanelDask method) (PanelDfList method) (PanelGluontsList method) (PanelGluontsPandas method) (PanelNp3D method) (PanelPdMultiIndex method) (PanelPolarsEager method) (ParamFitterPipeline method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PeakTimeFeature method) (PELT method) (Permute method) (PinballLoss method) (Pipeline method) (PLAID method) (PlateauFinder method) (PluginParamsForecaster method) (PluginParamsTransformer method) (PoissonHMM method) (PolynomialTrendForecaster method) (ProbabilityThresholdEarlyClassifier method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PwTrafoPanelPipeline method) (PyKANForecaster method) (PyODDetector method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervals method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RandomShapeletTransform method) (RBFForecaster method) (RBFTransformer method) (Reconciler method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ReducerTransform method) (RegressorPipeline method) (RelativeLoss method) (Repeat method) (RepeatBootstrapTransformer method) (ResNetClassifier method) (ResNetRegressor method) (ReverseAugmenter method) (Rocket method) (RocketClassifier method) (RocketPyts method) (RocketRegressor method) (SameLocSplitter method) (SARIMAX method) (SAX method) (SAXlegacy method) (ScaledAsinhTransformer method) (ScaledLogitTransformer method) (SCINetForecaster method) (ScipyDist method) (ScitypeHierarchical method) (ScitypePanel method) (ScitypeSeries method) (ScitypeTable method) (SeasonalDummiesOneHot method) (SeasonalityACF method) (SeasonalityACFqstat method) (SeasonalityPeriodogram method) (SeededBinarySegmentation method) (SeriesDask method) (SeriesGluontsList method) (SeriesGluontsPandas method) (SeriesNp2D method) (SeriesPdDataFrame method) (SeriesPdSeries method) (SeriesPolarsEager method) (SeriesXarray method) (SFA method) (SFAFast method) (ShampooSales method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransform method) (ShapeletTransformClassifier method) (ShapeletTransformPyts method) (SignatureClassifier method) (SignatureKernel method) (SignatureMoments method) (SignatureTransformer method) (SimpleRNNClassifier method) (SimpleRNNRegressor method) (SingleWindowSplitter method) (SkforecastAutoreg method) (SkforecastRecursive method) (SklearnClassifierPipeline method) (SklearnClustererPipeline method) (SklearnRegressorPipeline method) (SlidingGreedySplitter method) (SlidingWindowSegmenter method) (SlidingWindowSplitter method) (SlopeTransformer method) (SoftDtwDistTslearn method) (Solar method) (SplineTrendForecaster method) (SplitterBootstrapTransformer method) (SplitterSummarizer method) (SqrtTransformer method) (SquaredDistrLoss method) (SquaringResiduals method) (StackingForecaster method) (StationarityADF method) (StationarityADFArch method) (StationarityDFGLS method) (StationarityKPSS method) (StationarityKPSSArch method) (StationarityPhillipsPerron method) (StationarityVarianceRatio method) (StationarityZivotAndrews method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (StatThresholdAnomaliser method) (STDBSCAN method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (STRAY method) (SubLOF method) (SubsequenceExtractionTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedIntervals method) (SupervisedTimeSeriesForest method) (TableListOfDict method) (TableNp1D method) (TableNp2D method) (TablePdDataFrame method) (TablePdSeries method) (TablePolarsEager method) (Tabularizer method) (TabularToSeriesAdaptor method) (TapNetClassifier method) (TapNetRegressor method) (TBATS method) (TEASER method) (Tecator method) (TemporalDictionaryEnsemble method) (TemporalTrainTestSplitter method) (TemporianTransformer method) (TestPlusTrainSplitter method) (ThetaForecaster method) (ThetaLinesTransformer method) (ThetaModularForecaster method) (ThresholdDetector method) (TimeBinAggregate method) (TimeBinner method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimeSeriesDBSCAN method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMeansTslearn method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesKvisibility method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TimeSeriesSVRTslearn method) (TimesFMForecaster method) (TimeSince method) (TinyTimeMixerForecaster method) (TopdownReconciler method) (TransformByLevel method) (TransformedTargetForecaster method) (TransformerPipeline method) (TransformIf method) (TransformSelectForecaster method) (TrendForecaster method) (TruncationTransformer method) (TSBootstrapAdapter method) (TSCGridSearchCV method) (TSCStrategy method) (TSCTask method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (TSInterpolator method) (TSRGridSearchCV method) (TSRStrategy method) (TSRTask method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (USChange method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (VmdTransformer method) (WEASEL method) (WeightedEnsembleClassifier method) (WhiteNoiseAugmenter method) (WindowSegmenter method) (WindowSummarizer method) (YtoX method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) ClustererAsTransformer (class in sktime.clustering.compose) ClustererPipeline (class in sktime.clustering.compose) ClusterSegmenter (class in sktime.detection.clust) CNNClassifier (class in sktime.classification.deep_learning.cnn) CNNRegressor (class in sktime.regression.deep_learning.cnn) CNTCClassifier (class in sktime.classification.deep_learning.cntc) CNTCRegressor (class in sktime.regression.deep_learning.cntc) ColumnConcatenator (class in sktime.transformations.panel.compose) ColumnEnsembleClassifier (class in sktime.classification.compose) ColumnEnsembleForecaster (class in sktime.forecasting.compose) ColumnEnsembleTransformer (class in sktime.transformations.compose) ColumnSelect (class in sktime.transformations.series.subset) ColumnTransformer (class in sktime.transformations.panel.compose) ColumnwiseTransformer (class in sktime.transformations.compose) CombinedDistance (class in sktime.dists_kernels.algebra) ComposableTimeSeriesForestClassifier (class in sktime.classification.ensemble) ComposableTimeSeriesForestRegressor (class in sktime.regression.compose) Composite estimator compute() (AggregateMetric method) (BaseMetric method) (PairwiseMetric method) ConditionalDeseasonalizer (class in sktime.transformations.series.detrend) ConformalIntervals (class in sktime.forecasting.conformal) ConstantPwTrafoPanel (class in sktime.dists_kernels.dummy) ConstraintViolation (class in sktime.performance_metrics.forecasting.probabilistic) ContinuousIntervalTree (class in sktime.classification.sklearn) ContractableBOSS (class in sktime.classification.dictionary_based) convert() (in module sktime.datatypes) convert_dataframe_to_timeseries() (DartsLinearRegressionModel static method) (DartsRegressionModel static method) (DartsXGBModel static method) convert_exogenous_dataset() (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) convert_to() (in module sktime.datatypes) CosineTransformer (class in sktime.transformations.series.cos) count_error() (in module sktime.performance_metrics.annotation) CountryHolidaysTransformer (class in sktime.transformations.series.holiday.country_holidays) craft() (in module sktime.registry) create_pandas_dataset() (MOIRAIForecaster method) create_test_instance() (ADICVTransformer class method) (AggrDist class method) (Aggregator class method) (Airline class method) (AlignerDTW class method) (AlignerDtwDtai class method) (AlignerDTWfromDist class method) (AlignerDtwNumba class method) (AlignerEditNumba class method) (AlignerLuckyDtw class method) (AlignerNaive class method) (ARCH class method) (ARDL class method) (ARIMA class method) (ARLagOrderSelector class method) (ArrowHead class method) (Arsenal class method) (AUCalibration class method) (AutoARIMA class method) (AutoCorrelationTransformer class method) (AutoEnsembleForecaster class method) (AutoETS class method) (AutoREG class method) (AutoTS class method) (BaggingClassifier class method) (BaggingForecaster class method) (BaseClassifier class method) (BaseClusterer class method) (BaseDeepClassifier class method) (BaseDeepRegressor class method) (BaseEarlyClassifier class method) (BaseEstimator class method) (BaseForecaster class method) (BaseObject class method) (BasePairwiseTransformer class method) (BasePairwiseTransformerPanel class method) (BaseRegressor class method) (BaseStrategy class method) (BaseSupervisedLearningStrategy class method) (BaseTask class method) (BaseTimeSeriesLloyds class method) (BasicMotions class method) (BATS class method) (BinarySegmentation class method) (BKFilter class method) (Bollinger class method) (BOSSEnsemble class method) (BOSSVSClassifierPyts class method) (BottomUpReconciler class method) (BoxCoxBiasAdjustedForecaster class method) (BoxCoxTransformer class method) (CanonicalIntervalForest class method) (CAPA class method) (Catch22 class method) (Catch22Classifier class method) (Catch22Wrapper class method) (CFFilter class method) (ChronosForecaster class method) (CINNForecaster class method) (CircularBinarySegmentation class method) (ClaSPSegmentation class method) (ClaSPTransformer class method) (ClassifierPipeline class method) (ClearSky class method) (ClustererAsTransformer class method) (ClustererPipeline class method) (ClusterSegmenter class method) (CNNClassifier class method) (CNNRegressor class method) (CNTCClassifier class method) (CNTCRegressor class method) (ColumnConcatenator class method) (ColumnEnsembleClassifier class method) (ColumnEnsembleForecaster class method) (ColumnEnsembleTransformer class method) (ColumnSelect class method) (ColumnTransformer class method) (ColumnwiseTransformer class method) (CombinedDistance class method) (ComposableTimeSeriesForestClassifier class method) (ComposableTimeSeriesForestRegressor class method) (ConditionalDeseasonalizer class method) (ConformalIntervals class method) (ConstantPwTrafoPanel class method) (ConstraintViolation class method) (ContractableBOSS class method) (CosineTransformer class method) (CountryHolidaysTransformer class method) (Croston class method) (CRPS class method) (CtwDistTslearn class method) (CurveFitForecaster class method) (CutoffFhSplitter class method) (CutoffSplitter class method) (DartsLinearRegressionModel class method) (DartsRegressionModel class method) (DartsXGBModel class method) (DateTimeFeatures class method) (DerivativeSlopeTransformer class method) (Deseasonalizer class method) (DetectorAsTransformer class method) (DetectorPipeline class method) (Detrender class method) (Differencer class method) (DilationMappingTransformer class method) (DirectReductionForecaster class method) (DirectTabularRegressionForecaster class method) (DirectTimeSeriesRegressionForecaster class method) (DirRecTabularRegressionForecaster class method) (DirRecTimeSeriesRegressionForecaster class method) (DistanceFeatures class method) (DistFromAligner class method) (DistFromKernel class method) (DOBIN class method) (DontUpdate class method) (DrCIF class method) (DropNA class method) (DtwDist class method) (DtwDistTslearn class method) (DtwDtaidistMultiv class method) (DtwDtaidistUniv class method) (DtwPythonDist class method) (DummyClassifier class method) (DummyRegressor class method) (DummyRegularAnomalies class method) (DummyRegularChangePoints class method) (DWTTransformer class method) (DynamicFactor class method) (EAgglo class method) (EditDist class method) (ElasticEnsemble class method) (ElbowClassPairwise class method) (ElbowClassSum class method) (EmpiricalCoverage class method) (EnbPIForecaster class method) (EnsembleForecaster class method) (ESRNNForecaster class method) (ExpandingCutoffSplitter class method) (ExpandingGreedySplitter class method) (ExpandingSlidingWindowSplitter class method) (ExpandingWindowSplitter class method) (ExponentialSmoothing class method) (ExponentTransformer class method) (FallbackForecaster class method) (FCNClassifier class method) (FCNRegressor class method) (FeatureSelection class method) (FeatureUnion class method) (FhPlexForecaster class method) (Filter class method) (FinancialHolidaysTransformer class method) (FitInTransform class method) (FittedParamExtractor class method) (FixedParams class method) (FlatDist class method) (ForecastByLevel class method) (ForecastingGridSearchCV class method) (ForecastingOptunaSearchCV class method) (ForecastingPipeline class method) (ForecastingRandomizedSearchCV class method) (ForecastingSkoptSearchCV class method) (ForecastKnownValues class method) (ForecastX class method) (FourierFeatures class method) (FourierTransform class method) (FreshPRINCE class method) (FunctionParamFitter class method) (FunctionTransformer class method) (GAKernel class method) (GaussianHMM class method) (GeometricMeanAbsoluteError class method) (GeometricMeanRelativeAbsoluteError class method) (GeometricMeanRelativeSquaredError class method) (GeometricMeanSquaredError class method) (GMMHMM class method) (GreedyGaussianSegmentation class method) (GreykiteForecaster class method) (GroupbyCategoryForecaster class method) (GRUClassifier class method) (GRUFCNNClassifier class method) (GunPoint class method) (HampelFilter class method) (HCrystalBallAdapter class method) (HFTransformersForecaster class method) (HierarchicalDask class method) (HierarchicalPdMultiIndex class method) (HierarchicalPolarsEager class method) (HierarchicalProphet class method) (HierarchicalSalesToydata class method) (HierarchyEnsembleForecaster class method) (HIVECOTEV1 class method) (HIVECOTEV2 class method) (HMM class method) (HOG1DTransformer class method) (HolidayFeatures class method) (HPFilter class method) (HurstExponentTransformer class method) (Id class method) (IgnoreX class method) (Imputer class method) (InceptionTimeClassifier class method) (InceptionTimeRegressor class method) (IndepDist class method) (IndexSubset class method) (IndividualBOSS class method) (IndividualTDE class method) (InformationGainSegmentation class method) (InstanceSplitter class method) (IntervalSegmenter class method) (IntervalWidth class method) (InvertAugmenter class method) (InvertTransform class method) (ItalyPowerDemand class method) (IxToX class method) (JapaneseVowels class method) (KalmanFilterTransformerFP class method) (KalmanFilterTransformerPK class method) (KalmanFilterTransformerSIMD class method) (KernelFromDist class method) (KinematicFeatures class method) (KNeighborsTimeSeriesClassifier class method) (KNeighborsTimeSeriesClassifierPyts class method) (KNeighborsTimeSeriesClassifierTslearn class method) (KNeighborsTimeSeriesRegressor class method) (Lag class method) (LcssTslearn class method) (Logger class method) (LogLoss class method) (LogTransformer class method) (Longley class method) (LSTMFCNClassifier class method) (LSTMFCNRegressor class method) (LTSFDLinearForecaster class method) (LTSFLinearForecaster class method) (LTSFNLinearForecaster class method) (LTSFTransformerForecaster class method) (LuckyDtwDist class method) (Lynx class method) (M5Dataset class method) (MACNNClassifier class method) (MACNNRegressor class method) (Macroeconomic class method) (MAPAForecaster class method) (MatrixProfile class method) (MatrixProfileClassifier class method) (MatrixProfileTransformer class method) (MCDCNNClassifier class method) (MCDCNNRegressor class method) (MeanAbsoluteError class method) (MeanAbsolutePercentageError class method) (MeanAbsoluteScaledError class method) (MeanAsymmetricError class method) (MeanLinexError class method) (MeanRelativeAbsoluteError class method) (MeanSquaredError class method) (MeanSquaredErrorPercentage 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) (Merger class method) (MiddleOutReconciler class method) (MiniRocket class method) (MiniRocketMultivariate class method) (MiniRocketMultivariateVariable class method) (MLPClassifier class method) (MLPRegressor class method) (MOIRAIForecaster class method) (MomentFMClassifier class method) (MomentFMForecaster class method) (MovingBlockBootstrapTransformer class method) (MovingWindow class method) (MrSEQL class method) (MrSQM class method) (MSTL class method) (MultioutputTabularRegressionForecaster class method) (MultioutputTimeSeriesRegressionForecaster class method) (MultiplexClassifier class method) (MultiplexForecaster class method) (MultiplexRegressor class method) (MultiplexTransformer class method) (MultiRocket class method) (MultiRocketMultivariate class method) (MUSE class method) (MVCAPA class method) (MVTSTransformerClassifier class method) (NaiveForecaster class method) (NaiveVariance class method) (NeuralForecastDilatedRNN class method) (NeuralForecastGRU class method) (NeuralForecastLSTM class method) (NeuralForecastRNN class method) (NeuralForecastTCN class method) (NonNegativeOptimalReconciler class method) (OnlineEnsembleForecaster class method) (OptimalReconciler class method) (OptionalPassthrough class method) (OSULeaf class method) (PAA class method) (PAAlegacy class method) (PaddingTransformer class method) (PandasTransformAdaptor class method) (PanelDask class method) (PanelDfList class method) (PanelGluontsList class method) (PanelGluontsPandas class method) (PanelNp3D class method) (PanelPdMultiIndex class method) (PanelPolarsEager class method) (ParamFitterPipeline class method) (PartialAutoCorrelationTransformer class method) (PCATransformer class method) (PeakTimeFeature class method) (PELT class method) (Permute class method) (PinballLoss class method) (Pipeline class method) (PLAID class method) (PlateauFinder class method) (PluginParamsForecaster class method) (PluginParamsTransformer class method) (PoissonHMM class method) (PolynomialTrendForecaster class method) (ProbabilityThresholdEarlyClassifier class method) (Prophet class method) (ProphetPiecewiseLinearTrendForecaster class method) (Prophetverse class method) (ProximityForest class method) (ProximityStump class method) (ProximityTree class method) (PwTrafoPanelPipeline class method) (PyKANForecaster class method) (PyODDetector class method) (PytorchForecastingDeepAR class method) (PytorchForecastingNBeats class method) (PytorchForecastingNHiTS class method) (PytorchForecastingTFT class method) (RandomIntervalClassifier class method) (RandomIntervalFeatureExtractor class method) (RandomIntervals class method) (RandomIntervalSegmenter class method) (RandomIntervalSpectralEnsemble class method) (RandomSamplesAugmenter class method) (RandomShapeletTransform class method) (RBFForecaster class method) (RBFTransformer class method) (Reconciler class method) (ReconcilerForecaster class method) (RecursiveReductionForecaster class method) (RecursiveTabularRegressionForecaster class method) (RecursiveTimeSeriesRegressionForecaster class method) (ReducerTransform class method) (RegressorPipeline class method) (RelativeLoss class method) (Repeat class method) (RepeatBootstrapTransformer class method) (ResNetClassifier class method) (ResNetRegressor class method) (ReverseAugmenter class method) (Rocket class method) (RocketClassifier class method) (RocketPyts class method) (RocketRegressor class method) (SameLocSplitter class method) (SARIMAX class method) (SAX class method) (SAXlegacy class method) (ScaledAsinhTransformer class method) (ScaledLogitTransformer class method) (SCINetForecaster class method) (ScipyDist class method) (ScitypeHierarchical class method) (ScitypePanel class method) (ScitypeSeries class method) (ScitypeTable class method) (SeasonalDummiesOneHot class method) (SeasonalityACF class method) (SeasonalityACFqstat class method) (SeasonalityPeriodogram class method) (SeededBinarySegmentation class method) (SeriesDask class method) (SeriesGluontsList class method) (SeriesGluontsPandas class method) (SeriesNp2D class method) (SeriesPdDataFrame class method) (SeriesPdSeries class method) (SeriesPolarsEager class method) (SeriesXarray class method) (SFA class method) (SFAFast class method) (ShampooSales class method) (ShapeDTW class method) (ShapeletLearningClassifierPyts class method) (ShapeletLearningClassifierTslearn class method) (ShapeletTransform class method) (ShapeletTransformClassifier class method) (ShapeletTransformPyts class method) (SignatureClassifier class method) (SignatureKernel class method) (SignatureMoments class method) (SignatureTransformer class method) (SimpleRNNClassifier class method) (SimpleRNNRegressor class method) (SingleWindowSplitter class method) (SkforecastAutoreg class method) (SkforecastRecursive class method) (SklearnClassifierPipeline class method) (SklearnClustererPipeline class method) (SklearnRegressorPipeline class method) (SlidingGreedySplitter class method) (SlidingWindowSegmenter class method) (SlidingWindowSplitter class method) (SlopeTransformer class method) (SoftDtwDistTslearn class method) (Solar class method) (SplineTrendForecaster class method) (SplitterBootstrapTransformer class method) (SplitterSummarizer class method) (SqrtTransformer class method) (SquaredDistrLoss class method) (SquaringResiduals class method) (StackingForecaster class method) (StationarityADF class method) (StationarityADFArch class method) (StationarityDFGLS class method) (StationarityKPSS class method) (StationarityKPSSArch class method) (StationarityPhillipsPerron class method) (StationarityVarianceRatio class method) (StationarityZivotAndrews class method) (StatsForecastADIDA class method) (StatsForecastARCH class method) (StatsForecastAutoARIMA class method) (StatsForecastAutoCES class method) (StatsForecastAutoETS class method) (StatsForecastAutoTBATS class method) (StatsForecastAutoTheta class method) (StatsForecastGARCH class method) (StatsForecastMSTL class method) (StatsModelsARIMA class method) (StatThresholdAnomaliser class method) (STDBSCAN class method) (STLBootstrapTransformer class method) (STLForecaster class method) (STLTransformer class method) (STRAY class method) (SubLOF class method) (SubsequenceExtractionTransformer class method) (SummaryClassifier class method) (SummaryTransformer class method) (SupervisedIntervals class method) (SupervisedTimeSeriesForest class method) (TableListOfDict class method) (TableNp1D class method) (TableNp2D class method) (TablePdDataFrame class method) (TablePdSeries class method) (TablePolarsEager class method) (Tabularizer class method) (TabularToSeriesAdaptor class method) (TapNetClassifier class method) (TapNetRegressor class method) (TBATS class method) (TEASER class method) (Tecator class method) (TemporalDictionaryEnsemble class method) (TemporalTrainTestSplitter class method) (TemporianTransformer class method) (TestPlusTrainSplitter class method) (ThetaForecaster class method) (ThetaLinesTransformer class method) (ThetaModularForecaster class method) (ThresholdDetector class method) (TimeBinAggregate class method) (TimeBinner class method) (TimeLLMForecaster class method) (TimeMoEForecaster class method) (TimeSeriesDBSCAN class method) (TimeSeriesForestClassifier class method) (TimeSeriesForestRegressor class method) (TimeSeriesKernelKMeans class method) (TimeSeriesKMeans class method) (TimeSeriesKMeansTslearn class method) (TimeSeriesKMedoids class method) (TimeSeriesKShapes class method) (TimeSeriesKvisibility class method) (TimeSeriesSVC class method) (TimeSeriesSVCTslearn class method) (TimeSeriesSVRTslearn class method) (TimesFMForecaster class method) (TimeSince class method) (TinyTimeMixerForecaster class method) (TopdownReconciler class method) (TransformByLevel class method) (TransformedTargetForecaster class method) (TransformerPipeline class method) (TransformIf class method) (TransformSelectForecaster class method) (TrendForecaster class method) (TruncationTransformer class method) (TSBootstrapAdapter class method) (TSCGridSearchCV class method) (TSCStrategy class method) (TSCTask class method) (TSFreshClassifier class method) (TSFreshFeatureExtractor class method) (TSFreshRelevantFeatureExtractor class method) (TSInterpolator class method) (TSRGridSearchCV class method) (TSRStrategy class method) (TSRTask class method) (UnobservedComponents class method) (UpdateEvery class method) (UpdateRefitsEvery class method) (USChange class method) (VAR class method) (VARMAX class method) (VARReduce class method) (VECM class method) (VmdTransformer class method) (WEASEL class method) (WeightedEnsembleClassifier class method) (WhiteNoiseAugmenter class method) (WindowSegmenter class method) (WindowSummarizer class method) (YtoX class method) (ZeroAnomalies class method) (ZeroChangePoints class method) (ZeroSegments class method) create_test_instances_and_names() (ADICVTransformer class method) (AggrDist class method) (Aggregator class method) (Airline class method) (AlignerDTW class method) (AlignerDtwDtai class method) (AlignerDTWfromDist class method) (AlignerDtwNumba class method) (AlignerEditNumba class method) (AlignerLuckyDtw class method) (AlignerNaive class method) (ARCH class method) (ARDL class method) (ARIMA class method) (ARLagOrderSelector class method) (ArrowHead class method) (Arsenal class method) (AUCalibration class method) (AutoARIMA class method) (AutoCorrelationTransformer class method) (AutoEnsembleForecaster class method) (AutoETS class method) (AutoREG class method) (AutoTS class method) (BaggingClassifier class method) (BaggingForecaster class method) (BaseClassifier class method) (BaseClusterer class method) (BaseDeepClassifier class method) (BaseDeepRegressor class method) (BaseEarlyClassifier class method) (BaseEstimator class method) (BaseForecaster class method) (BaseObject class method) (BasePairwiseTransformer class method) (BasePairwiseTransformerPanel class method) (BaseRegressor class method) (BaseStrategy class method) (BaseSupervisedLearningStrategy class method) (BaseTask class method) (BaseTimeSeriesLloyds class method) (BasicMotions class method) (BATS class method) (BinarySegmentation class method) (BKFilter class method) (Bollinger class method) (BOSSEnsemble class method) (BOSSVSClassifierPyts class method) (BottomUpReconciler class method) (BoxCoxBiasAdjustedForecaster class method) (BoxCoxTransformer class method) (CanonicalIntervalForest class method) (CAPA class method) (Catch22 class method) (Catch22Classifier class method) (Catch22Wrapper class method) (CFFilter class method) (ChronosForecaster class method) (CINNForecaster class method) (CircularBinarySegmentation class method) (ClaSPSegmentation class method) (ClaSPTransformer class method) (ClassifierPipeline class method) (ClearSky class method) (ClustererAsTransformer class method) (ClustererPipeline class method) (ClusterSegmenter class method) (CNNClassifier class method) (CNNRegressor class method) (CNTCClassifier class method) (CNTCRegressor class method) (ColumnConcatenator class method) (ColumnEnsembleClassifier class method) (ColumnEnsembleForecaster class method) (ColumnEnsembleTransformer class method) (ColumnSelect class method) (ColumnTransformer class method) (ColumnwiseTransformer class method) (CombinedDistance class method) (ComposableTimeSeriesForestClassifier class method) (ComposableTimeSeriesForestRegressor class method) (ConditionalDeseasonalizer class method) (ConformalIntervals class method) (ConstantPwTrafoPanel class method) (ConstraintViolation class method) (ContractableBOSS class method) (CosineTransformer class method) (CountryHolidaysTransformer class method) (Croston class method) (CRPS class method) (CtwDistTslearn class method) (CurveFitForecaster class method) (CutoffFhSplitter class method) (CutoffSplitter class method) (DartsLinearRegressionModel class method) (DartsRegressionModel class method) (DartsXGBModel class method) (DateTimeFeatures class method) (DerivativeSlopeTransformer class method) (Deseasonalizer class method) (DetectorAsTransformer class method) (DetectorPipeline class method) (Detrender class method) (Differencer class method) (DilationMappingTransformer class method) (DirectReductionForecaster class method) (DirectTabularRegressionForecaster class method) (DirectTimeSeriesRegressionForecaster class method) (DirRecTabularRegressionForecaster class method) (DirRecTimeSeriesRegressionForecaster class method) (DistanceFeatures class method) (DistFromAligner class method) (DistFromKernel class method) (DOBIN class method) (DontUpdate class method) (DrCIF class method) (DropNA class method) (DtwDist class method) (DtwDistTslearn class method) (DtwDtaidistMultiv class method) (DtwDtaidistUniv class method) (DtwPythonDist class method) (DummyClassifier class method) (DummyRegressor class method) (DummyRegularAnomalies class method) (DummyRegularChangePoints class method) (DWTTransformer class method) (DynamicFactor class method) (EAgglo class method) (EditDist class method) (ElasticEnsemble class method) (ElbowClassPairwise class method) (ElbowClassSum class method) (EmpiricalCoverage class method) (EnbPIForecaster class method) (EnsembleForecaster class method) (ESRNNForecaster class method) (ExpandingCutoffSplitter class method) (ExpandingGreedySplitter class method) (ExpandingSlidingWindowSplitter class method) (ExpandingWindowSplitter class method) (ExponentialSmoothing class method) (ExponentTransformer class method) (FallbackForecaster class method) (FCNClassifier class method) (FCNRegressor class method) (FeatureSelection class method) (FeatureUnion class method) (FhPlexForecaster class method) (Filter class method) (FinancialHolidaysTransformer class method) (FitInTransform class method) (FittedParamExtractor class method) (FixedParams class method) (FlatDist class method) (ForecastByLevel class method) (ForecastingGridSearchCV class method) (ForecastingOptunaSearchCV class method) (ForecastingPipeline class method) (ForecastingRandomizedSearchCV class method) (ForecastingSkoptSearchCV class method) (ForecastKnownValues class method) (ForecastX class method) (FourierFeatures class method) (FourierTransform class method) (FreshPRINCE class method) (FunctionParamFitter class method) (FunctionTransformer class method) (GAKernel class method) (GaussianHMM class method) (GeometricMeanAbsoluteError class method) (GeometricMeanRelativeAbsoluteError class method) (GeometricMeanRelativeSquaredError class method) (GeometricMeanSquaredError class method) (GMMHMM class method) (GreedyGaussianSegmentation class method) (GreykiteForecaster class method) (GroupbyCategoryForecaster class method) (GRUClassifier class method) (GRUFCNNClassifier class method) (GunPoint class method) (HampelFilter class method) (HCrystalBallAdapter class method) (HFTransformersForecaster class method) (HierarchicalDask class method) (HierarchicalPdMultiIndex class method) (HierarchicalPolarsEager class method) (HierarchicalProphet class method) (HierarchicalSalesToydata class method) (HierarchyEnsembleForecaster class method) (HIVECOTEV1 class method) (HIVECOTEV2 class method) (HMM class method) (HOG1DTransformer class method) (HolidayFeatures class method) (HPFilter class method) (HurstExponentTransformer class method) (Id class method) (IgnoreX class method) (Imputer class method) (InceptionTimeClassifier class method) (InceptionTimeRegressor class method) (IndepDist class method) (IndexSubset class method) (IndividualBOSS class method) (IndividualTDE class method) (InformationGainSegmentation class method) (InstanceSplitter class method) (IntervalSegmenter class method) (IntervalWidth class method) (InvertAugmenter class method) (InvertTransform class method) (ItalyPowerDemand class method) (IxToX class method) (JapaneseVowels class method) (KalmanFilterTransformerFP class method) (KalmanFilterTransformerPK class method) (KalmanFilterTransformerSIMD class method) (KernelFromDist class method) (KinematicFeatures class method) (KNeighborsTimeSeriesClassifier class method) (KNeighborsTimeSeriesClassifierPyts class method) (KNeighborsTimeSeriesClassifierTslearn class method) (KNeighborsTimeSeriesRegressor class method) (Lag class method) (LcssTslearn class method) (Logger class method) (LogLoss class method) (LogTransformer class method) (Longley class method) (LSTMFCNClassifier class method) (LSTMFCNRegressor class method) (LTSFDLinearForecaster class method) (LTSFLinearForecaster class method) (LTSFNLinearForecaster class method) (LTSFTransformerForecaster class method) (LuckyDtwDist class method) (Lynx class method) (M5Dataset class method) (MACNNClassifier class method) (MACNNRegressor class method) (Macroeconomic class method) (MAPAForecaster class method) (MatrixProfile class method) (MatrixProfileClassifier class method) (MatrixProfileTransformer class method) (MCDCNNClassifier class method) (MCDCNNRegressor class method) (MeanAbsoluteError class method) (MeanAbsolutePercentageError class method) (MeanAbsoluteScaledError class method) (MeanAsymmetricError class method) (MeanLinexError class method) (MeanRelativeAbsoluteError class method) (MeanSquaredError class method) (MeanSquaredErrorPercentage 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) (Merger class method) (MiddleOutReconciler class method) (MiniRocket class method) (MiniRocketMultivariate class method) (MiniRocketMultivariateVariable class method) (MLPClassifier class method) (MLPRegressor class method) (MOIRAIForecaster class method) (MomentFMClassifier class method) (MomentFMForecaster class method) (MovingBlockBootstrapTransformer class method) (MovingWindow class method) (MrSEQL class method) (MrSQM class method) (MSTL class method) (MultioutputTabularRegressionForecaster class method) (MultioutputTimeSeriesRegressionForecaster class method) (MultiplexClassifier class method) (MultiplexForecaster class method) (MultiplexRegressor class method) (MultiplexTransformer class method) (MultiRocket class method) (MultiRocketMultivariate class method) (MUSE class method) (MVCAPA class method) (MVTSTransformerClassifier class method) (NaiveForecaster class method) (NaiveVariance class method) (NeuralForecastDilatedRNN class method) (NeuralForecastGRU class method) (NeuralForecastLSTM class method) (NeuralForecastRNN class method) (NeuralForecastTCN class method) (NonNegativeOptimalReconciler class method) (OnlineEnsembleForecaster class method) (OptimalReconciler class method) (OptionalPassthrough class method) (OSULeaf class method) (PAA class method) (PAAlegacy class method) (PaddingTransformer class method) (PandasTransformAdaptor class method) (PanelDask class method) (PanelDfList class method) (PanelGluontsList class method) (PanelGluontsPandas class method) (PanelNp3D class method) (PanelPdMultiIndex class method) (PanelPolarsEager class method) (ParamFitterPipeline class method) (PartialAutoCorrelationTransformer class method) (PCATransformer class method) (PeakTimeFeature class method) (PELT class method) (Permute class method) (PinballLoss class method) (Pipeline class method) (PLAID class method) (PlateauFinder class method) (PluginParamsForecaster class method) (PluginParamsTransformer class method) (PoissonHMM class method) (PolynomialTrendForecaster class method) (ProbabilityThresholdEarlyClassifier class method) (Prophet class method) (ProphetPiecewiseLinearTrendForecaster class method) (Prophetverse class method) (ProximityForest class method) (ProximityStump class method) (ProximityTree class method) (PwTrafoPanelPipeline class method) (PyKANForecaster class method) (PyODDetector class method) (PytorchForecastingDeepAR class method) (PytorchForecastingNBeats class method) (PytorchForecastingNHiTS class method) (PytorchForecastingTFT class method) (RandomIntervalClassifier class method) (RandomIntervalFeatureExtractor class method) (RandomIntervals class method) (RandomIntervalSegmenter class method) (RandomIntervalSpectralEnsemble class method) (RandomSamplesAugmenter class method) (RandomShapeletTransform class method) (RBFForecaster class method) (RBFTransformer class method) (Reconciler class method) (ReconcilerForecaster class method) (RecursiveReductionForecaster class method) (RecursiveTabularRegressionForecaster class method) (RecursiveTimeSeriesRegressionForecaster class method) (ReducerTransform class method) (RegressorPipeline class method) (RelativeLoss class method) (Repeat class method) (RepeatBootstrapTransformer class method) (ResNetClassifier class method) (ResNetRegressor class method) (ReverseAugmenter class method) (Rocket class method) (RocketClassifier class method) (RocketPyts class method) (RocketRegressor class method) (SameLocSplitter class method) (SARIMAX class method) (SAX class method) (SAXlegacy class method) (ScaledAsinhTransformer class method) (ScaledLogitTransformer class method) (SCINetForecaster class method) (ScipyDist class method) (ScitypeHierarchical class method) (ScitypePanel class method) (ScitypeSeries class method) (ScitypeTable class method) (SeasonalDummiesOneHot class method) (SeasonalityACF class method) (SeasonalityACFqstat class method) (SeasonalityPeriodogram class method) (SeededBinarySegmentation class method) (SeriesDask class method) (SeriesGluontsList class method) (SeriesGluontsPandas class method) (SeriesNp2D class method) (SeriesPdDataFrame class method) (SeriesPdSeries class method) (SeriesPolarsEager class method) (SeriesXarray class method) (SFA class method) (SFAFast class method) (ShampooSales class method) (ShapeDTW class method) (ShapeletLearningClassifierPyts class method) (ShapeletLearningClassifierTslearn class method) (ShapeletTransform class method) (ShapeletTransformClassifier class method) (ShapeletTransformPyts class method) (SignatureClassifier class method) (SignatureKernel class method) (SignatureMoments class method) (SignatureTransformer class method) (SimpleRNNClassifier class method) (SimpleRNNRegressor class method) (SingleWindowSplitter class method) (SkforecastAutoreg class method) (SkforecastRecursive class method) (SklearnClassifierPipeline class method) (SklearnClustererPipeline class method) (SklearnRegressorPipeline class method) (SlidingGreedySplitter class method) (SlidingWindowSegmenter class method) (SlidingWindowSplitter class method) (SlopeTransformer class method) (SoftDtwDistTslearn class method) (Solar class method) (SplineTrendForecaster class method) (SplitterBootstrapTransformer class method) (SplitterSummarizer class method) (SqrtTransformer class method) (SquaredDistrLoss class method) (SquaringResiduals class method) (StackingForecaster class method) (StationarityADF class method) (StationarityADFArch class method) (StationarityDFGLS class method) (StationarityKPSS class method) (StationarityKPSSArch class method) (StationarityPhillipsPerron class method) (StationarityVarianceRatio class method) (StationarityZivotAndrews class method) (StatsForecastADIDA class method) (StatsForecastARCH class method) (StatsForecastAutoARIMA class method) (StatsForecastAutoCES class method) (StatsForecastAutoETS class method) (StatsForecastAutoTBATS class method) (StatsForecastAutoTheta class method) (StatsForecastGARCH class method) (StatsForecastMSTL class method) (StatsModelsARIMA class method) (StatThresholdAnomaliser class method) (STDBSCAN class method) (STLBootstrapTransformer class method) (STLForecaster class method) (STLTransformer class method) (STRAY class method) (SubLOF class method) (SubsequenceExtractionTransformer class method) (SummaryClassifier class method) (SummaryTransformer class method) (SupervisedIntervals class method) (SupervisedTimeSeriesForest class method) (TableListOfDict class method) (TableNp1D class method) (TableNp2D class method) (TablePdDataFrame class method) (TablePdSeries class method) (TablePolarsEager class method) (Tabularizer class method) (TabularToSeriesAdaptor class method) (TapNetClassifier class method) (TapNetRegressor class method) (TBATS class method) (TEASER class method) (Tecator class method) (TemporalDictionaryEnsemble class method) (TemporalTrainTestSplitter class method) (TemporianTransformer class method) (TestPlusTrainSplitter class method) (ThetaForecaster class method) (ThetaLinesTransformer class method) (ThetaModularForecaster class method) (ThresholdDetector class method) (TimeBinAggregate class method) (TimeBinner class method) (TimeLLMForecaster class method) (TimeMoEForecaster class method) (TimeSeriesDBSCAN class method) (TimeSeriesForestClassifier class method) (TimeSeriesForestRegressor class method) (TimeSeriesKernelKMeans class method) (TimeSeriesKMeans class method) (TimeSeriesKMeansTslearn class method) (TimeSeriesKMedoids class method) (TimeSeriesKShapes class method) (TimeSeriesKvisibility class method) (TimeSeriesSVC class method) (TimeSeriesSVCTslearn class method) (TimeSeriesSVRTslearn class method) (TimesFMForecaster class method) (TimeSince class method) (TinyTimeMixerForecaster class method) (TopdownReconciler class method) (TransformByLevel class method) (TransformedTargetForecaster class method) (TransformerPipeline class method) (TransformIf class method) (TransformSelectForecaster class method) (TrendForecaster class method) (TruncationTransformer class method) (TSBootstrapAdapter class method) (TSCGridSearchCV class method) (TSCStrategy class method) (TSCTask class method) (TSFreshClassifier class method) (TSFreshFeatureExtractor class method) (TSFreshRelevantFeatureExtractor class method) (TSInterpolator class method) (TSRGridSearchCV class method) (TSRStrategy class method) (TSRTask class method) (UnobservedComponents class method) (UpdateEvery class method) (UpdateRefitsEvery class method) (USChange class method) (VAR class method) (VARMAX class method) (VARReduce class method) (VECM class method) (VmdTransformer class method) (WEASEL class method) (WeightedEnsembleClassifier class method) (WhiteNoiseAugmenter class method) (WindowSegmenter class method) (WindowSummarizer class method) (YtoX class method) (ZeroAnomalies class method) (ZeroChangePoints class method) (ZeroSegments class method) Croston (class in sktime.forecasting.croston) CRPS (class in sktime.performance_metrics.forecasting.probabilistic) CtwDistTslearn (class in sktime.dists_kernels.ctw) CurveFitForecaster (class in sktime.forecasting.trend) cutoff (ARCH property) (ARDL property) (ARIMA property) (AutoARIMA property) (AutoEnsembleForecaster property) (AutoETS property) (AutoREG property) (AutoTS property) (BaggingForecaster property) (BaseForecaster property) (BATS property) (BoxCoxBiasAdjustedForecaster property) (ChronosForecaster property) (CINNForecaster property) (ColumnEnsembleForecaster property) (ConformalIntervals property) (Croston property) (CurveFitForecaster property) (DartsLinearRegressionModel property) (DartsRegressionModel property) (DartsXGBModel property) (DirectReductionForecaster property) (DirectTabularRegressionForecaster property) (DirectTimeSeriesRegressionForecaster property) (DirRecTabularRegressionForecaster property) (DirRecTimeSeriesRegressionForecaster property) (DontUpdate property) (DynamicFactor property) (EnbPIForecaster property) (EnsembleForecaster property) (ESRNNForecaster property) (ExponentialSmoothing property) (FallbackForecaster property) (FhPlexForecaster property) (ForecastByLevel property) (ForecastingGridSearchCV property) (ForecastingOptunaSearchCV property) (ForecastingPipeline property) (ForecastingRandomizedSearchCV property) (ForecastingSkoptSearchCV property) (ForecastKnownValues property) (ForecastX property) (GreykiteForecaster property) (GroupbyCategoryForecaster property) (HCrystalBallAdapter property) (HFTransformersForecaster property) (HierarchicalProphet property) (HierarchyEnsembleForecaster property) (IgnoreX property) (LTSFDLinearForecaster property) (LTSFLinearForecaster property) (LTSFNLinearForecaster property) (LTSFTransformerForecaster property) (MAPAForecaster property) (MOIRAIForecaster property) (MomentFMForecaster property) (MultioutputTabularRegressionForecaster property) (MultioutputTimeSeriesRegressionForecaster property) (MultiplexForecaster property) (NaiveForecaster property) (NaiveVariance property) (NeuralForecastDilatedRNN property) (NeuralForecastGRU property) (NeuralForecastLSTM property) (NeuralForecastRNN property) (NeuralForecastTCN property) (OnlineEnsembleForecaster property) (Permute property) (PluginParamsForecaster property) (PolynomialTrendForecaster property) (Prophet property) (ProphetPiecewiseLinearTrendForecaster property) (Prophetverse property) (PyKANForecaster property) (PytorchForecastingDeepAR property) (PytorchForecastingNBeats property) (PytorchForecastingNHiTS property) (PytorchForecastingTFT property) (RBFForecaster property) (ReconcilerForecaster property) (RecursiveReductionForecaster property) (RecursiveTabularRegressionForecaster property) (RecursiveTimeSeriesRegressionForecaster property) (SARIMAX property) (SCINetForecaster property) (SkforecastAutoreg property) (SkforecastRecursive property) (SplineTrendForecaster property) (SquaringResiduals property) (StackingForecaster property) (StatsForecastADIDA property) (StatsForecastARCH property) (StatsForecastAutoARIMA property) (StatsForecastAutoCES property) (StatsForecastAutoETS property) (StatsForecastAutoTBATS property) (StatsForecastAutoTheta property) (StatsForecastGARCH property) (StatsForecastMSTL property) (StatsModelsARIMA property) (STLForecaster property) (TBATS property) (ThetaForecaster property) (ThetaModularForecaster property) (TimeLLMForecaster property) (TimeMoEForecaster property) (TimesFMForecaster property) (TinyTimeMixerForecaster property) (TransformedTargetForecaster property) (TransformSelectForecaster property) (TrendForecaster property) (UnobservedComponents property) (UpdateEvery property) (UpdateRefitsEvery property) (VAR property) (VARMAX property) (VARReduce property) (VECM property) CutoffFhSplitter (class in sktime.split.cutoff) CutoffSplitter (class in sktime.split.cutoff) D DartsLinearRegressionModel (class in sktime.forecasting.darts) DartsRegressionModel (class in sktime.forecasting.darts) DartsXGBModel (class in sktime.forecasting.darts) DateTimeFeatures (class in sktime.transformations.series.date) ddtw_distance() (in module sktime.distances) decide_prediction_safety() (ProbabilityThresholdEarlyClassifier method) decision_path() (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) dense_to_sparse() (BinarySegmentation static method) (CAPA static method) (CircularBinarySegmentation static method) (ClaSPSegmentation static method) (ClusterSegmenter static method) (DetectorPipeline static method) (DummyRegularAnomalies static method) (DummyRegularChangePoints static method) (GaussianHMM static method) (GMMHMM static method) (GreedyGaussianSegmentation static method) (HMM static method) (MovingWindow static method) (MVCAPA static method) (PELT static method) (PoissonHMM static method) (PyODDetector static method) (SeededBinarySegmentation static method) (StatThresholdAnomaliser static method) (SubLOF static method) (ThresholdDetector static method) (WindowSegmenter static method) (ZeroAnomalies static method) (ZeroChangePoints static method) (ZeroSegments static method) deps() (in module sktime.registry) DerivativeSlopeTransformer (class in sktime.transformations.panel.summarize) Deseasonalizer (class in sktime.transformations.series.detrend) DetectionCount() (in module sktime.performance_metrics.detection) DetectorAsTransformer (class in sktime.detection.compose) DetectorPipeline (class in sktime.detection.compose) Detrender (class in sktime.transformations.series.detrend) Differencer (class in sktime.transformations.series.difference) DilationMappingTransformer (class in sktime.transformations.series.dilation_mapping) DirectedChamfer() (in module sktime.performance_metrics.detection) DirectedHausdorff() (in module sktime.performance_metrics.detection) DirectReductionForecaster (class in sktime.forecasting.compose) 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) DistanceFeatures (class in sktime.transformations.panel.compose_distance) DistFromAligner (class in sktime.dists_kernels.compose_from_align) DistFromKernel (class in sktime.dists_kernels.dist_to_kern) DOBIN (class in sktime.transformations.series.dobin) DontUpdate (class in sktime.forecasting.stream) DrCIF (class in sktime.classification.interval_based) DropNA (class in sktime.transformations.series.dropna) dtw_distance() (in module sktime.distances) DtwDist (class in sktime.dists_kernels.dtw) DtwDistTslearn (class in sktime.dists_kernels.dtw) DtwDtaidistMultiv (class in sktime.dists_kernels.dtw) DtwDtaidistUniv (class in sktime.dists_kernels.dtw) DtwPythonDist (class in sktime.dists_kernels.dtw) DummyClassifier (class in sktime.classification.dummy) DummyRegressor (class in sktime.regression.dummy) DummyRegularAnomalies (class in sktime.detection.dummy) DummyRegularChangePoints (class in sktime.detection.dummy) DWTTransformer (class in sktime.transformations.panel.dwt) DynamicFactor (class in sktime.forecasting.dynamic_factor) E EAgglo (class in sktime.detection.eagglo) EditDist (class in sktime.dists_kernels.edit_dist) edr_distance() (in module sktime.distances) ElasticEnsemble (class in sktime.classification.distance_based) ElbowClassPairwise (class in sktime.transformations.panel.channel_selection) ElbowClassSum (class in sktime.transformations.panel.channel_selection) EmpiricalCoverage (class in sktime.performance_metrics.forecasting.probabilistic) EnbPIForecaster (class in sktime.forecasting.enbpi) Endogenous Ensemble learning: EnsembleForecaster (class in sktime.forecasting.compose) env_marker() (in module sktime.registry._tags) erp_distance() (in module sktime.distances) ESRNNForecaster (class in sktime.forecasting.es_rnn) Estimator estimator (BaseStrategy property) (BaseSupervisedLearningStrategy property) (TSCStrategy property) (TSRStrategy property) estimator_ (DetectorPipeline property) (RocketClassifier property) (RocketRegressor property) estimators_samples_ (ComposableTimeSeriesForestClassifier property) (ComposableTimeSeriesForestRegressor property) (TimeSeriesForestClassifier property) (TimeSeriesForestRegressor property) euclidean_distance() (in module sktime.distances) euclidean_distance_early_abandon() (ShapeletTransform static method) evaluate() (AUCalibration method) (ConstraintViolation method) (CRPS method) (EmpiricalCoverage method) (Evaluator method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (in module sktime.forecasting.model_evaluation) (IntervalWidth method) (LogLoss method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredErrorPercentage method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (PinballLoss method) (RelativeLoss method) (SquaredDistrLoss method) evaluate_by_index() (AUCalibration method) (ConstraintViolation method) (CRPS method) (EmpiricalCoverage method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (IntervalWidth method) (LogLoss method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredErrorPercentage method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (PinballLoss method) (RelativeLoss method) (SquaredDistrLoss method) Evaluator (class in sktime.benchmarking.evaluation) Exogenous ExpandingCutoffSplitter (class in sktime.split.expandingcutoff) ExpandingGreedySplitter (class in sktime.split.expandinggreedy) ExpandingSlidingWindowSplitter (class in sktime.split.expandingslidingwindow) ExpandingWindowSplitter (class in sktime.split.expandingwindow) ExponentialSmoothing (class in sktime.forecasting.exp_smoothing) ExponentTransformer (class in sktime.transformations.series.exponent) Extension templates F FallbackForecaster (class in sktime.forecasting.compose) FCNClassifier (class in sktime.classification.deep_learning.fcn) FCNRegressor (class in sktime.regression.deep_learning.fcn) Feature extraction: feature_importances_ (ComposableTimeSeriesForestClassifier property) (ComposableTimeSeriesForestRegressor property) (RandomIntervalSpectralEnsemble property) (TimeSeriesForestClassifier property) (TimeSeriesForestRegressor property) features (BaseTask property) (TSCTask property) (TSRTask property) FeatureSelection (class in sktime.transformations.series.feature_selection) FeatureUnion (class in sktime.transformations.compose) fh (ARCH property) (ARDL property) (ARIMA property) (AutoARIMA property) (AutoEnsembleForecaster property) (AutoETS property) (AutoREG property) (AutoTS property) (BaggingForecaster property) (BaseForecaster property) (BATS property) (BoxCoxBiasAdjustedForecaster property) (ChronosForecaster property) (CINNForecaster property) (ColumnEnsembleForecaster property) (ConformalIntervals property) (Croston property) (CurveFitForecaster property) (DartsLinearRegressionModel property) (DartsRegressionModel property) (DartsXGBModel property) (DirectReductionForecaster property) (DirectTabularRegressionForecaster property) (DirectTimeSeriesRegressionForecaster property) (DirRecTabularRegressionForecaster property) (DirRecTimeSeriesRegressionForecaster property) (DontUpdate property) (DynamicFactor property) (EnbPIForecaster property) (EnsembleForecaster property) (ESRNNForecaster property) (ExponentialSmoothing property) (FallbackForecaster property) (FhPlexForecaster property) (ForecastByLevel property) (ForecastingGridSearchCV property) (ForecastingOptunaSearchCV property) (ForecastingPipeline property) (ForecastingRandomizedSearchCV property) (ForecastingSkoptSearchCV property) (ForecastKnownValues property) (ForecastX property) (GreykiteForecaster property) (GroupbyCategoryForecaster property) (HCrystalBallAdapter property) (HFTransformersForecaster property) (HierarchicalProphet property) (HierarchyEnsembleForecaster property) (IgnoreX property) (LTSFDLinearForecaster property) (LTSFLinearForecaster property) (LTSFNLinearForecaster property) (LTSFTransformerForecaster property) (MAPAForecaster property) (MOIRAIForecaster property) (MomentFMForecaster property) (MultioutputTabularRegressionForecaster property) (MultioutputTimeSeriesRegressionForecaster property) (MultiplexForecaster property) (NaiveForecaster property) (NaiveVariance property) (NeuralForecastDilatedRNN property) (NeuralForecastGRU property) (NeuralForecastLSTM property) (NeuralForecastRNN property) (NeuralForecastTCN property) (OnlineEnsembleForecaster property) (Permute property) (PluginParamsForecaster property) (PolynomialTrendForecaster property) (Prophet property) (ProphetPiecewiseLinearTrendForecaster property) (Prophetverse property) (PyKANForecaster property) (PytorchForecastingDeepAR property) (PytorchForecastingNBeats property) (PytorchForecastingNHiTS property) (PytorchForecastingTFT property) (RBFForecaster property) (ReconcilerForecaster property) (RecursiveReductionForecaster property) (RecursiveTabularRegressionForecaster property) (RecursiveTimeSeriesRegressionForecaster property) (SARIMAX property) (SCINetForecaster property) (SkforecastAutoreg property) (SkforecastRecursive property) (SplineTrendForecaster property) (SquaringResiduals property) (StackingForecaster property) (StatsForecastADIDA property) (StatsForecastARCH property) (StatsForecastAutoARIMA property) (StatsForecastAutoCES property) (StatsForecastAutoETS property) (StatsForecastAutoTBATS property) (StatsForecastAutoTheta property) (StatsForecastGARCH property) (StatsForecastMSTL property) (StatsModelsARIMA property) (STLForecaster property) (TBATS property) (ThetaForecaster property) (ThetaModularForecaster property) (TimeLLMForecaster property) (TimeMoEForecaster property) (TimesFMForecaster property) (TinyTimeMixerForecaster property) (TransformedTargetForecaster property) (TransformSelectForecaster property) (TrendForecaster property) (UnobservedComponents property) (UpdateEvery property) (UpdateRefitsEvery property) (VAR property) (VARMAX property) (VARReduce property) (VECM property) FhPlexForecaster (class in sktime.forecasting.compose) Filter (class in sktime.transformations.series.filter) filter_X() (BaseEarlyClassifier static method) (TEASER static method) filter_X_y() (BaseEarlyClassifier static method) (TEASER static method) FinancialHolidaysTransformer (class in sktime.transformations.series.holiday.financial_holidays) find_closest_exemplar_indices() (ProximityStump method) find_stump() (ProximityTree method) fit() (ADICVTransformer method) (AggrDist method) (Aggregator method) (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) (ARCH method) (ARDL method) (ARIMA method) (ARLagOrderSelector method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingClassifier method) (BaggingForecaster method) (BaseClassifier method) (BaseClusterer method) (BaseDeepClassifier method) (BaseDeepRegressor method) (BaseEarlyClassifier method) (BaseForecaster method) (BasePairwiseTransformer method) (BasePairwiseTransformerPanel method) (BaseRegressor method) (BaseStrategy method) (BaseSupervisedLearningStrategy method) (BaseTimeSeriesLloyds method) (BATS method) (BinarySegmentation method) (BKFilter method) (Bollinger method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (BottomUpReconciler method) (BoxCoxBiasAdjustedForecaster method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (CAPA method) (Catch22 method) (Catch22Classifier method) (Catch22Wrapper method) (CFFilter method) (ChronosForecaster method) (CINNForecaster method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClaSPTransformer method) (ClassifierPipeline method) (ClearSky method) (ClustererAsTransformer method) (ClustererPipeline method) (ClusterSegmenter method) (CNNClassifier method) (CNNRegressor method) (CNTCClassifier method) (CNTCRegressor method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnEnsembleTransformer method) (ColumnSelect method) (ColumnTransformer method) (ColumnwiseTransformer method) (CombinedDistance method) (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ConstantPwTrafoPanel method) (ContinuousIntervalTree method) (ContractableBOSS method) (CosineTransformer method) (CountryHolidaysTransformer method) (Croston method) (CtwDistTslearn method) (CurveFitForecaster method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (DetectorAsTransformer method) (DetectorPipeline method) (Detrender method) (Differencer method) (DilationMappingTransformer method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DistanceFeatures method) (DistFromAligner method) (DistFromKernel method) (DOBIN method) (DontUpdate method) (DrCIF method) (DropNA method) (DtwDist method) (DtwDistTslearn method) (DtwDtaidistMultiv method) (DtwDtaidistUniv method) (DtwPythonDist method) (DummyClassifier method) (DummyRegressor method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DWTTransformer method) (DynamicFactor method) (EAgglo method) (EditDist method) (ElasticEnsemble method) (ElbowClassPairwise method) (ElbowClassSum method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExponentialSmoothing method) (ExponentTransformer method) (FallbackForecaster method) (FCNClassifier method) (FCNRegressor method) (FeatureSelection method) (FeatureUnion method) (FhPlexForecaster method) (Filter method) (FinancialHolidaysTransformer method) (FitInTransform method) (FittedParamExtractor method) (FixedParams method) (FlatDist method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FourierFeatures method) (FourierTransform method) (FreshPRINCE method) (FunctionParamFitter method) (FunctionTransformer method) (GAKernel method) (GaussianHMM method) (GMMHMM method) (GreedyGaussianSegmentation method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (GRUClassifier method) (GRUFCNNClassifier method) (HampelFilter method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalProphet method) (HierarchyEnsembleForecaster method) (HIVECOTEV1 method) (HIVECOTEV2 method) (HMM method) (HOG1DTransformer method) (HolidayFeatures method) (HPFilter method) (HurstExponentTransformer method) (Id method) (IgnoreX method) (Imputer method) (InceptionTimeClassifier method) (InceptionTimeRegressor method) (IndepDist method) (IndexSubset method) (IndividualBOSS method) (IndividualTDE method) (InformationGainSegmentation method) (IntervalSegmenter method) (InvertAugmenter method) (InvertTransform method) (IxToX method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KalmanFilterTransformerSIMD method) (KernelFromDist method) (KinematicFeatures method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (KNeighborsTimeSeriesRegressor method) (Lag method) (LcssTslearn method) (Logger method) (LogTransformer method) (LSTMFCNClassifier method) (LSTMFCNRegressor method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (LuckyDtwDist method) (MACNNClassifier method) (MACNNRegressor method) (MAPAForecaster method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MCDCNNClassifier method) (MCDCNNRegressor method) (Merger method) (MiddleOutReconciler method) (MiniRocket method) (MiniRocketMultivariate method) (MiniRocketMultivariateVariable method) (MLPClassifier method) (MLPRegressor method) (MOIRAIForecaster method) (MomentFMClassifier method) (MomentFMForecaster method) (MovingBlockBootstrapTransformer method) (MovingWindow method) (MrSEQL method) (MrSQM method) (MSTL method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexClassifier method) (MultiplexForecaster method) (MultiplexRegressor method) (MultiplexTransformer method) (MultiRocket method) (MultiRocketMultivariate method) (MUSE method) (MVCAPA method) (MVTSTransformerClassifier method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (NonNegativeOptimalReconciler method) (OnlineEnsembleForecaster method) (OptimalReconciler method) (OptionalPassthrough method) (Orchestrator method) (PAA method) (PAAlegacy method) (PaddingTransformer method) (PandasTransformAdaptor method) (ParamFitterPipeline method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PeakTimeFeature method) (PELT method) (Permute method) (Pipeline method) (PlateauFinder method) (PluginParamsForecaster method) (PluginParamsTransformer method) (PoissonHMM method) (PolynomialTrendForecaster method) (ProbabilityThresholdEarlyClassifier method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PwTrafoPanelPipeline method) (PyKANForecaster method) (PyODDetector method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervals method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RandomShapeletTransform method) (RBFForecaster method) (RBFTransformer method) (Reconciler method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ReducerTransform method) (RegressorPipeline method) (RepeatBootstrapTransformer method) (ResNetClassifier method) (ResNetRegressor method) (ReverseAugmenter method) (Rocket method) (RocketClassifier method) (RocketPyts method) (RocketRegressor method) (RotationForest method) (SARIMAX method) (SAX method) (SAXlegacy method) (ScaledAsinhTransformer method) (ScaledLogitTransformer method) (SCINetForecaster method) (ScipyDist method) (SeasonalDummiesOneHot method) (SeasonalityACF method) (SeasonalityACFqstat method) (SeasonalityPeriodogram method) (SeededBinarySegmentation method) (SFA method) (SFAFast method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransform method) (ShapeletTransformClassifier method) (ShapeletTransformPyts method) (SignatureClassifier method) (SignatureKernel method) (SignatureMoments method) (SignatureTransformer method) (SimpleRNNClassifier method) (SimpleRNNRegressor method) (SkforecastAutoreg method) (SkforecastRecursive method) (SklearnClassifierPipeline method) (SklearnClustererPipeline method) (SklearnRegressorPipeline method) (SlidingWindowSegmenter method) (SlopeTransformer method) (SoftDtwDistTslearn method) (SplineTrendForecaster method) (SplitterBootstrapTransformer method) (SplitterSummarizer method) (SqrtTransformer method) (SquaringResiduals method) (StackingForecaster method) (StationarityADF method) (StationarityADFArch method) (StationarityDFGLS method) (StationarityKPSS method) (StationarityKPSSArch method) (StationarityPhillipsPerron method) (StationarityVarianceRatio method) (StationarityZivotAndrews method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (StatThresholdAnomaliser method) (STDBSCAN method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (STRAY method) (SubLOF method) (SubsequenceExtractionTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedIntervals method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TapNetClassifier method) (TapNetRegressor method) (TBATS method) (TEASER method) (TemporalDictionaryEnsemble method) (TemporianTransformer method) (ThetaForecaster method) (ThetaLinesTransformer method) (ThetaModularForecaster method) (ThresholdDetector method) (TimeBinAggregate method) (TimeBinner method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimeSeriesDBSCAN method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMeansTslearn method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesKvisibility method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TimeSeriesSVRTslearn method) (TimesFMForecaster method) (TimeSince method) (TinyTimeMixerForecaster method) (TopdownReconciler method) (TransformByLevel method) (TransformedTargetForecaster method) (TransformerPipeline method) (TransformIf method) (TransformSelectForecaster method) (TrendForecaster method) (TruncationTransformer method) (TSBootstrapAdapter method) (TSCGridSearchCV method) (TSCStrategy method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (TSInterpolator method) (TSRGridSearchCV method) (TSRStrategy method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (VmdTransformer method) (WEASEL method) (WeightedEnsembleClassifier method) (WhiteNoiseAugmenter method) (WindowSegmenter method) (WindowSummarizer method) (YtoX method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) fit_is_empty() (in module sktime.registry._tags) fit_predict() (ARCH method) (ARDL method) (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingClassifier method) (BaggingForecaster method) (BaseClassifier method) (BaseClusterer method) (BaseDeepClassifier method) (BaseForecaster method) (BaseTimeSeriesLloyds method) (BATS method) (BinarySegmentation method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (BoxCoxBiasAdjustedForecaster method) (CanonicalIntervalForest method) (CAPA method) (Catch22Classifier method) (ChronosForecaster method) (CINNForecaster method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClassifierPipeline method) (ClustererPipeline method) (ClusterSegmenter method) (CNNClassifier method) (CNTCClassifier method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ComposableTimeSeriesForestClassifier method) (ConformalIntervals method) (ContractableBOSS method) (Croston method) (CurveFitForecaster method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DetectorPipeline method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DontUpdate method) (DrCIF method) (DummyClassifier method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DynamicFactor method) (ElasticEnsemble method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExponentialSmoothing method) (FallbackForecaster method) (FCNClassifier method) (FhPlexForecaster method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FreshPRINCE method) (GaussianHMM method) (GMMHMM method) (GreedyGaussianSegmentation method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (GRUClassifier method) (GRUFCNNClassifier method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalProphet method) (HierarchyEnsembleForecaster method) (HIVECOTEV1 method) (HIVECOTEV2 method) (HMM method) (IgnoreX method) (InceptionTimeClassifier method) (IndividualBOSS method) (IndividualTDE method) (InformationGainSegmentation method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (LSTMFCNClassifier method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (MACNNClassifier method) (MAPAForecaster method) (MatrixProfileClassifier method) (MCDCNNClassifier method) (MLPClassifier method) (MOIRAIForecaster method) (MomentFMClassifier method) (MomentFMForecaster method) (MovingWindow method) (MrSEQL method) (MrSQM method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexClassifier method) (MultiplexForecaster method) (MUSE method) (MVCAPA method) (MVTSTransformerClassifier method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (OnlineEnsembleForecaster method) (Orchestrator method) (PELT method) (Permute method) (PluginParamsForecaster method) (PoissonHMM method) (PolynomialTrendForecaster method) (ProbabilityThresholdEarlyClassifier method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyKANForecaster method) (PyODDetector method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RandomIntervalClassifier method) (RandomIntervalSpectralEnsemble method) (RBFForecaster method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ResNetClassifier method) (RocketClassifier method) (SARIMAX method) (SCINetForecaster method) (SeededBinarySegmentation method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SimpleRNNClassifier method) (SkforecastAutoreg method) (SkforecastRecursive method) (SklearnClassifierPipeline method) (SklearnClustererPipeline method) (SplineTrendForecaster method) (SquaringResiduals method) (StackingForecaster method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (StatThresholdAnomaliser method) (STDBSCAN method) (STLForecaster method) (SubLOF method) (SummaryClassifier method) (SupervisedTimeSeriesForest method) (TapNetClassifier method) (TBATS method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaModularForecaster method) (ThresholdDetector method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimeSeriesDBSCAN method) (TimeSeriesForestClassifier method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMeansTslearn method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesKvisibility method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TimesFMForecaster method) (TinyTimeMixerForecaster method) (TransformedTargetForecaster method) (TransformSelectForecaster method) (TrendForecaster method) (TSCGridSearchCV method) (TSFreshClassifier method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (WEASEL method) (WeightedEnsembleClassifier method) (WindowSegmenter method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) fit_predict_proba() (Arsenal method) (BaggingClassifier method) (BaseClassifier method) (BaseDeepClassifier method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (CanonicalIntervalForest method) (Catch22Classifier method) (ClassifierPipeline method) (CNNClassifier method) (CNTCClassifier method) (ColumnEnsembleClassifier method) (ComposableTimeSeriesForestClassifier method) (ContractableBOSS method) (DrCIF method) (DummyClassifier method) (ElasticEnsemble method) (FCNClassifier method) (FreshPRINCE method) (GRUClassifier method) (GRUFCNNClassifier method) (HIVECOTEV1 method) (HIVECOTEV2 method) (InceptionTimeClassifier method) (IndividualBOSS method) (IndividualTDE method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (LSTMFCNClassifier method) (MACNNClassifier method) (MatrixProfileClassifier method) (MCDCNNClassifier method) (MLPClassifier method) (MomentFMClassifier method) (MrSEQL method) (MrSQM method) (MultiplexClassifier method) (MUSE method) (MVTSTransformerClassifier method) (ProbabilityThresholdEarlyClassifier method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (RandomIntervalClassifier method) (RandomIntervalSpectralEnsemble method) (ResNetClassifier method) (RocketClassifier method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SimpleRNNClassifier method) (SklearnClassifierPipeline method) (SummaryClassifier method) (SupervisedTimeSeriesForest method) (TapNetClassifier method) (TemporalDictionaryEnsemble method) (TimeSeriesForestClassifier method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TSCGridSearchCV method) (TSFreshClassifier method) (WEASEL method) (WeightedEnsembleClassifier method) fit_runtime() (Evaluator method) fit_transform() (ADICVTransformer method) (Aggregator method) (AutoCorrelationTransformer method) (BinarySegmentation method) (BKFilter method) (Bollinger method) (BottomUpReconciler method) (BoxCoxTransformer method) (CAPA method) (Catch22 method) (Catch22Wrapper method) (CFFilter method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClaSPTransformer method) (ClearSky method) (ClustererAsTransformer method) (ClusterSegmenter method) (ColumnConcatenator method) (ColumnEnsembleTransformer method) (ColumnSelect method) (ColumnTransformer method) (ColumnwiseTransformer method) (ConditionalDeseasonalizer method) (CosineTransformer method) (CountryHolidaysTransformer method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (DetectorAsTransformer method) (DetectorPipeline method) (Detrender method) (Differencer method) (DilationMappingTransformer method) (DistanceFeatures method) (DOBIN method) (DropNA method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DWTTransformer method) (EAgglo method) (ElbowClassPairwise method) (ElbowClassSum method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (Filter method) (FinancialHolidaysTransformer method) (FitInTransform method) (FittedParamExtractor method) (FourierFeatures method) (FourierTransform method) (FunctionTransformer method) (GaussianHMM method) (GMMHMM method) (GreedyGaussianSegmentation method) (HampelFilter method) (HMM method) (HOG1DTransformer method) (HolidayFeatures method) (HPFilter method) (HurstExponentTransformer method) (Id method) (Imputer method) (IndexSubset method) (IntervalSegmenter method) (InvertAugmenter method) (InvertTransform method) (IxToX method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KalmanFilterTransformerSIMD method) (KinematicFeatures method) (Lag method) (Logger method) (LogTransformer method) (MatrixProfile method) (MatrixProfileTransformer method) (Merger method) (MiddleOutReconciler method) (MiniRocket method) (MiniRocketMultivariate method) (MiniRocketMultivariateVariable method) (MovingBlockBootstrapTransformer method) (MovingWindow method) (MSTL method) (MultiplexTransformer method) (MultiRocket method) (MultiRocketMultivariate method) (MVCAPA method) (NonNegativeOptimalReconciler method) (OptimalReconciler method) (OptionalPassthrough method) (PAA method) (PAAlegacy method) (PaddingTransformer method) (PandasTransformAdaptor method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PeakTimeFeature method) (PELT method) (Pipeline method) (PlateauFinder method) (PluginParamsTransformer method) (PoissonHMM method) (PyODDetector method) (RandomIntervalFeatureExtractor method) (RandomIntervals method) (RandomIntervalSegmenter method) (RandomSamplesAugmenter method) (RandomShapeletTransform method) (RBFTransformer method) (Reconciler method) (ReducerTransform method) (RepeatBootstrapTransformer method) (ReverseAugmenter method) (Rocket method) (RocketPyts method) (SAX method) (SAXlegacy method) (ScaledAsinhTransformer method) (ScaledLogitTransformer method) (SeasonalDummiesOneHot method) (SeededBinarySegmentation method) (SFA method) (SFAFast method) (ShapeletTransform method) (ShapeletTransformPyts method) (SignatureMoments method) (SignatureTransformer method) (SlidingWindowSegmenter method) (SlopeTransformer method) (SplitterBootstrapTransformer method) (SplitterSummarizer method) (SqrtTransformer method) (StatThresholdAnomaliser method) (STLBootstrapTransformer method) (STLTransformer method) (STRAY method) (SubLOF method) (SubsequenceExtractionTransformer method) (SummaryTransformer method) (SupervisedIntervals method) (Tabularizer method) (TabularToSeriesAdaptor method) (TemporianTransformer method) (ThetaLinesTransformer method) (ThresholdDetector method) (TimeBinAggregate method) (TimeBinner method) (TimeSince method) (TopdownReconciler method) (TransformByLevel method) (TransformerPipeline method) (TransformIf method) (TruncationTransformer method) (TSBootstrapAdapter method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (TSInterpolator method) (VmdTransformer method) (WhiteNoiseAugmenter method) (WindowSegmenter method) (WindowSummarizer method) (YtoX method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) FitFailedWarning (class in sktime.exceptions) FitInTransform (class in sktime.transformations.compose) FittedParamExtractor (class in sktime.transformations.panel.summarize) FixedParams (class in sktime.param_est.fixed) FlatDist (class in sktime.dists_kernels.compose_tab_to_panel) ForecastByLevel (class in sktime.forecasting.compose) forecaster_ (ForecastingPipeline property) (TransformedTargetForecaster property) Forecasting ForecastingBenchmark (class in sktime.benchmarking.forecasting) ForecastingGridSearchCV (class in sktime.forecasting.model_selection) ForecastingHorizon (class in sktime.forecasting.base) ForecastingOptunaSearchCV (class in sktime.forecasting.model_selection) ForecastingPipeline (class in sktime.forecasting.compose) ForecastingRandomizedSearchCV (class in sktime.forecasting.model_selection) ForecastingSkoptSearchCV (class in sktime.forecasting.model_selection) ForecastKnownValues (class in sktime.forecasting.dummy) ForecastX (class in sktime.forecasting.compose) FourierFeatures (class in sktime.transformations.series.fourier) FourierTransform (class in sktime.transformations.series.fourier) Framework freq (ForecastingHorizon property) FreshPRINCE (class in sktime.classification.feature_based) friedman_test() (Evaluator method) func() (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (RelativeLoss method) FunctionParamFitter (class in sktime.param_est.compose) FunctionTransformer (class in sktime.transformations.series.func_transform) G GAKernel (class in sktime.dists_kernels.gak) GaussianHMM (class in sktime.detection.hmm_learn.gaussian) Generalization: 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() (HierarchicalDask method) (HierarchicalPdMultiIndex method) (HierarchicalPolarsEager method) (PanelDask method) (PanelDfList method) (PanelGluontsList method) (PanelGluontsPandas method) (PanelNp3D method) (PanelPdMultiIndex method) (PanelPolarsEager method) (ScitypeHierarchical method) (ScitypePanel method) (ScitypeSeries method) (ScitypeTable method) (SeriesDask method) (SeriesGluontsList method) (SeriesGluontsPandas method) (SeriesNp2D method) (SeriesPdDataFrame method) (SeriesPdSeries method) (SeriesPolarsEager method) (SeriesXarray method) (TableListOfDict method) (TableNp1D method) (TableNp2D method) (TablePdDataFrame method) (TablePdSeries method) (TablePolarsEager method) get_aligned() (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) get_alignment() (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) get_alignment_loc() (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) get_class_tag() (ADICVTransformer class method) (AggrDist class method) (Aggregator class method) (Airline class method) (AlignerDTW class method) (AlignerDtwDtai class method) (AlignerDTWfromDist class method) (AlignerDtwNumba class method) (AlignerEditNumba class method) (AlignerLuckyDtw class method) (AlignerNaive class method) (ARCH class method) (ARDL class method) (ARIMA class method) (ARLagOrderSelector class method) (ArrowHead class method) (Arsenal class method) (AUCalibration class method) (AutoARIMA class method) (AutoCorrelationTransformer class method) (AutoEnsembleForecaster class method) (AutoETS class method) (AutoREG class method) (AutoTS class method) (BaggingClassifier class method) (BaggingForecaster class method) (BaseClassifier class method) (BaseClusterer class method) (BaseDeepClassifier class method) (BaseDeepRegressor class method) (BaseEarlyClassifier class method) (BaseEstimator class method) (BaseForecaster class method) (BaseObject class method) (BasePairwiseTransformer class method) (BasePairwiseTransformerPanel class method) (BaseRegressor class method) (BaseStrategy class method) (BaseSupervisedLearningStrategy class method) (BaseTask class method) (BaseTimeSeriesLloyds class method) (BasicMotions class method) (BATS class method) (BinarySegmentation class method) (BKFilter class method) (Bollinger class method) (BOSSEnsemble class method) (BOSSVSClassifierPyts class method) (BottomUpReconciler class method) (BoxCoxBiasAdjustedForecaster class method) (BoxCoxTransformer class method) (CanonicalIntervalForest class method) (CAPA class method) (Catch22 class method) (Catch22Classifier class method) (Catch22Wrapper class method) (CFFilter class method) (ChronosForecaster class method) (CINNForecaster class method) (CircularBinarySegmentation class method) (ClaSPSegmentation class method) (ClaSPTransformer class method) (ClassifierPipeline class method) (ClearSky class method) (ClustererAsTransformer class method) (ClustererPipeline class method) (ClusterSegmenter class method) (CNNClassifier class method) (CNNRegressor class method) (CNTCClassifier class method) (CNTCRegressor class method) (ColumnConcatenator class method) (ColumnEnsembleClassifier class method) (ColumnEnsembleForecaster class method) (ColumnEnsembleTransformer class method) (ColumnSelect class method) (ColumnTransformer class method) (ColumnwiseTransformer class method) (CombinedDistance class method) (ComposableTimeSeriesForestClassifier class method) (ComposableTimeSeriesForestRegressor class method) (ConditionalDeseasonalizer class method) (ConformalIntervals class method) (ConstantPwTrafoPanel class method) (ConstraintViolation class method) (ContractableBOSS class method) (CosineTransformer class method) (CountryHolidaysTransformer class method) (Croston class method) (CRPS class method) (CtwDistTslearn class method) (CurveFitForecaster class method) (CutoffFhSplitter class method) (CutoffSplitter class method) (DartsLinearRegressionModel class method) (DartsRegressionModel class method) (DartsXGBModel class method) (DateTimeFeatures class method) (DerivativeSlopeTransformer class method) (Deseasonalizer class method) (DetectorAsTransformer class method) (DetectorPipeline class method) (Detrender class method) (Differencer class method) (DilationMappingTransformer class method) (DirectReductionForecaster class method) (DirectTabularRegressionForecaster class method) (DirectTimeSeriesRegressionForecaster class method) (DirRecTabularRegressionForecaster class method) (DirRecTimeSeriesRegressionForecaster class method) (DistanceFeatures class method) (DistFromAligner class method) (DistFromKernel class method) (DOBIN class method) (DontUpdate class method) (DrCIF class method) (DropNA class method) (DtwDist class method) (DtwDistTslearn class method) (DtwDtaidistMultiv class method) (DtwDtaidistUniv class method) (DtwPythonDist class method) (DummyClassifier class method) (DummyRegressor class method) (DummyRegularAnomalies class method) (DummyRegularChangePoints class method) (DWTTransformer class method) (DynamicFactor class method) (EAgglo class method) (EditDist class method) (ElasticEnsemble class method) (ElbowClassPairwise class method) (ElbowClassSum class method) (EmpiricalCoverage class method) (EnbPIForecaster class method) (EnsembleForecaster class method) (ESRNNForecaster class method) (ExpandingCutoffSplitter class method) (ExpandingGreedySplitter class method) (ExpandingSlidingWindowSplitter class method) (ExpandingWindowSplitter class method) (ExponentialSmoothing class method) (ExponentTransformer class method) (FallbackForecaster class method) (FCNClassifier class method) (FCNRegressor class method) (FeatureSelection class method) (FeatureUnion class method) (FhPlexForecaster class method) (Filter class method) (FinancialHolidaysTransformer class method) (FitInTransform class method) (FittedParamExtractor class method) (FixedParams class method) (FlatDist class method) (ForecastByLevel class method) (ForecastingGridSearchCV class method) (ForecastingOptunaSearchCV class method) (ForecastingPipeline class method) (ForecastingRandomizedSearchCV class method) (ForecastingSkoptSearchCV class method) (ForecastKnownValues class method) (ForecastX class method) (FourierFeatures class method) (FourierTransform class method) (FreshPRINCE class method) (FunctionParamFitter class method) (FunctionTransformer class method) (GAKernel class method) (GaussianHMM class method) (GeometricMeanAbsoluteError class method) (GeometricMeanRelativeAbsoluteError class method) (GeometricMeanRelativeSquaredError class method) (GeometricMeanSquaredError class method) (GMMHMM class method) (GreedyGaussianSegmentation class method) (GreykiteForecaster class method) (GroupbyCategoryForecaster class method) (GRUClassifier class method) (GRUFCNNClassifier class method) (GunPoint class method) (HampelFilter class method) (HCrystalBallAdapter class method) (HFTransformersForecaster class method) (HierarchicalDask class method) (HierarchicalPdMultiIndex class method) (HierarchicalPolarsEager class method) (HierarchicalProphet class method) (HierarchicalSalesToydata class method) (HierarchyEnsembleForecaster class method) (HIVECOTEV1 class method) (HIVECOTEV2 class method) (HMM class method) (HOG1DTransformer class method) (HolidayFeatures class method) (HPFilter class method) (HurstExponentTransformer class method) (Id class method) (IgnoreX class method) (Imputer class method) (InceptionTimeClassifier class method) (InceptionTimeRegressor class method) (IndepDist class method) (IndexSubset class method) (IndividualBOSS class method) (IndividualTDE class method) (InformationGainSegmentation class method) (InstanceSplitter class method) (IntervalSegmenter class method) (IntervalWidth class method) (InvertAugmenter class method) (InvertTransform class method) (ItalyPowerDemand class method) (IxToX class method) (JapaneseVowels class method) (KalmanFilterTransformerFP class method) (KalmanFilterTransformerPK class method) (KalmanFilterTransformerSIMD class method) (KernelFromDist class method) (KinematicFeatures class method) (KNeighborsTimeSeriesClassifier class method) (KNeighborsTimeSeriesClassifierPyts class method) (KNeighborsTimeSeriesClassifierTslearn class method) (KNeighborsTimeSeriesRegressor class method) (Lag class method) (LcssTslearn class method) (Logger class method) (LogLoss class method) (LogTransformer class method) (Longley class method) (LSTMFCNClassifier class method) (LSTMFCNRegressor class method) (LTSFDLinearForecaster class method) (LTSFLinearForecaster class method) (LTSFNLinearForecaster class method) (LTSFTransformerForecaster class method) (LuckyDtwDist class method) (Lynx class method) (M5Dataset class method) (MACNNClassifier class method) (MACNNRegressor class method) (Macroeconomic class method) (MAPAForecaster class method) (MatrixProfile class method) (MatrixProfileClassifier class method) (MatrixProfileTransformer class method) (MCDCNNClassifier class method) (MCDCNNRegressor class method) (MeanAbsoluteError class method) (MeanAbsolutePercentageError class method) (MeanAbsoluteScaledError class method) (MeanAsymmetricError class method) (MeanLinexError class method) (MeanRelativeAbsoluteError class method) (MeanSquaredError class method) (MeanSquaredErrorPercentage 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) (Merger class method) (MiddleOutReconciler class method) (MiniRocket class method) (MiniRocketMultivariate class method) (MiniRocketMultivariateVariable class method) (MLPClassifier class method) (MLPRegressor class method) (MOIRAIForecaster class method) (MomentFMClassifier class method) (MomentFMForecaster class method) (MovingBlockBootstrapTransformer class method) (MovingWindow class method) (MrSEQL class method) (MrSQM class method) (MSTL class method) (MultioutputTabularRegressionForecaster class method) (MultioutputTimeSeriesRegressionForecaster class method) (MultiplexClassifier class method) (MultiplexForecaster class method) (MultiplexRegressor class method) (MultiplexTransformer class method) (MultiRocket class method) (MultiRocketMultivariate class method) (MUSE class method) (MVCAPA class method) (MVTSTransformerClassifier class method) (NaiveForecaster class method) (NaiveVariance class method) (NeuralForecastDilatedRNN class method) (NeuralForecastGRU class method) (NeuralForecastLSTM class method) (NeuralForecastRNN class method) (NeuralForecastTCN class method) (NonNegativeOptimalReconciler class method) (OnlineEnsembleForecaster class method) (OptimalReconciler class method) (OptionalPassthrough class method) (OSULeaf class method) (PAA class method) (PAAlegacy class method) (PaddingTransformer class method) (PandasTransformAdaptor class method) (PanelDask class method) (PanelDfList class method) (PanelGluontsList class method) (PanelGluontsPandas class method) (PanelNp3D class method) (PanelPdMultiIndex class method) (PanelPolarsEager class method) (ParamFitterPipeline class method) (PartialAutoCorrelationTransformer class method) (PCATransformer class method) (PeakTimeFeature class method) (PELT class method) (Permute class method) (PinballLoss class method) (Pipeline class method) (PLAID class method) (PlateauFinder class method) (PluginParamsForecaster class method) (PluginParamsTransformer class method) (PoissonHMM class method) (PolynomialTrendForecaster class method) (ProbabilityThresholdEarlyClassifier class method) (Prophet class method) (ProphetPiecewiseLinearTrendForecaster class method) (Prophetverse class method) (ProximityForest class method) (ProximityStump class method) (ProximityTree class method) (PwTrafoPanelPipeline class method) (PyKANForecaster class method) (PyODDetector class method) (PytorchForecastingDeepAR class method) (PytorchForecastingNBeats class method) (PytorchForecastingNHiTS class method) (PytorchForecastingTFT class method) (RandomIntervalClassifier class method) (RandomIntervalFeatureExtractor class method) (RandomIntervals class method) (RandomIntervalSegmenter class method) (RandomIntervalSpectralEnsemble class method) (RandomSamplesAugmenter class method) (RandomShapeletTransform class method) (RBFForecaster class method) (RBFTransformer class method) (Reconciler class method) (ReconcilerForecaster class method) (RecursiveReductionForecaster class method) (RecursiveTabularRegressionForecaster class method) (RecursiveTimeSeriesRegressionForecaster class method) (ReducerTransform class method) (RegressorPipeline class method) (RelativeLoss class method) (Repeat class method) (RepeatBootstrapTransformer class method) (ResNetClassifier class method) (ResNetRegressor class method) (ReverseAugmenter class method) (Rocket class method) (RocketClassifier class method) (RocketPyts class method) (RocketRegressor class method) (SameLocSplitter class method) (SARIMAX class method) (SAX class method) (SAXlegacy class method) (ScaledAsinhTransformer class method) (ScaledLogitTransformer class method) (SCINetForecaster class method) (ScipyDist class method) (ScitypeHierarchical class method) (ScitypePanel class method) (ScitypeSeries class method) (ScitypeTable class method) (SeasonalDummiesOneHot class method) (SeasonalityACF class method) (SeasonalityACFqstat class method) (SeasonalityPeriodogram class method) (SeededBinarySegmentation class method) (SeriesDask class method) (SeriesGluontsList class method) (SeriesGluontsPandas class method) (SeriesNp2D class method) (SeriesPdDataFrame class method) (SeriesPdSeries class method) (SeriesPolarsEager class method) (SeriesXarray class method) (SFA class method) (SFAFast class method) (ShampooSales class method) (ShapeDTW class method) (ShapeletLearningClassifierPyts class method) (ShapeletLearningClassifierTslearn class method) (ShapeletTransform class method) (ShapeletTransformClassifier class method) (ShapeletTransformPyts class method) (SignatureClassifier class method) (SignatureKernel class method) (SignatureMoments class method) (SignatureTransformer class method) (SimpleRNNClassifier class method) (SimpleRNNRegressor class method) (SingleWindowSplitter class method) (SkforecastAutoreg class method) (SkforecastRecursive class method) (SklearnClassifierPipeline class method) (SklearnClustererPipeline class method) (SklearnRegressorPipeline class method) (SlidingGreedySplitter class method) (SlidingWindowSegmenter class method) (SlidingWindowSplitter class method) (SlopeTransformer class method) (SoftDtwDistTslearn class method) (Solar class method) (SplineTrendForecaster class method) (SplitterBootstrapTransformer class method) (SplitterSummarizer class method) (SqrtTransformer class method) (SquaredDistrLoss class method) (SquaringResiduals class method) (StackingForecaster class method) (StationarityADF class method) (StationarityADFArch class method) (StationarityDFGLS class method) (StationarityKPSS class method) (StationarityKPSSArch class method) (StationarityPhillipsPerron class method) (StationarityVarianceRatio class method) (StationarityZivotAndrews class method) (StatsForecastADIDA class method) (StatsForecastARCH class method) (StatsForecastAutoARIMA class method) (StatsForecastAutoCES class method) (StatsForecastAutoETS class method) (StatsForecastAutoTBATS class method) (StatsForecastAutoTheta class method) (StatsForecastGARCH class method) (StatsForecastMSTL class method) (StatsModelsARIMA class method) (StatThresholdAnomaliser class method) (STDBSCAN class method) (STLBootstrapTransformer class method) (STLForecaster class method) (STLTransformer class method) (STRAY class method) (SubLOF class method) (SubsequenceExtractionTransformer class method) (SummaryClassifier class method) (SummaryTransformer class method) (SupervisedIntervals class method) (SupervisedTimeSeriesForest class method) (TableListOfDict class method) (TableNp1D class method) (TableNp2D class method) (TablePdDataFrame class method) (TablePdSeries class method) (TablePolarsEager class method) (Tabularizer class method) (TabularToSeriesAdaptor class method) (TapNetClassifier class method) (TapNetRegressor class method) (TBATS class method) (TEASER class method) (Tecator class method) (TemporalDictionaryEnsemble class method) (TemporalTrainTestSplitter class method) (TemporianTransformer class method) (TestPlusTrainSplitter class method) (ThetaForecaster class method) (ThetaLinesTransformer class method) (ThetaModularForecaster class method) (ThresholdDetector class method) (TimeBinAggregate class method) (TimeBinner class method) (TimeLLMForecaster class method) (TimeMoEForecaster class method) (TimeSeriesDBSCAN class method) (TimeSeriesForestClassifier class method) (TimeSeriesForestRegressor class method) (TimeSeriesKernelKMeans class method) (TimeSeriesKMeans class method) (TimeSeriesKMeansTslearn class method) (TimeSeriesKMedoids class method) (TimeSeriesKShapes class method) (TimeSeriesKvisibility class method) (TimeSeriesSVC class method) (TimeSeriesSVCTslearn class method) (TimeSeriesSVRTslearn class method) (TimesFMForecaster class method) (TimeSince class method) (TinyTimeMixerForecaster class method) (TopdownReconciler class method) (TransformByLevel class method) (TransformedTargetForecaster class method) (TransformerPipeline class method) (TransformIf class method) (TransformSelectForecaster class method) (TrendForecaster class method) (TruncationTransformer class method) (TSBootstrapAdapter class method) (TSCGridSearchCV class method) (TSCStrategy class method) (TSCTask class method) (TSFreshClassifier class method) (TSFreshFeatureExtractor class method) (TSFreshRelevantFeatureExtractor class method) (TSInterpolator class method) (TSRGridSearchCV class method) (TSRStrategy class method) (TSRTask class method) (UnobservedComponents class method) (UpdateEvery class method) (UpdateRefitsEvery class method) (USChange class method) (VAR class method) (VARMAX class method) (VARReduce class method) (VECM class method) (VmdTransformer class method) (WEASEL class method) (WeightedEnsembleClassifier class method) (WhiteNoiseAugmenter class method) (WindowSegmenter class method) (WindowSummarizer class method) (YtoX class method) (ZeroAnomalies class method) (ZeroChangePoints class method) (ZeroSegments class method) get_class_tags() (ADICVTransformer class method) (AggrDist class method) (Aggregator class method) (Airline class method) (AlignerDTW class method) (AlignerDtwDtai class method) (AlignerDTWfromDist class method) (AlignerDtwNumba class method) (AlignerEditNumba class method) (AlignerLuckyDtw class method) (AlignerNaive class method) (ARCH class method) (ARDL class method) (ARIMA class method) (ARLagOrderSelector class method) (ArrowHead class method) (Arsenal class method) (AUCalibration class method) (AutoARIMA class method) (AutoCorrelationTransformer class method) (AutoEnsembleForecaster class method) (AutoETS class method) (AutoREG class method) (AutoTS class method) (BaggingClassifier class method) (BaggingForecaster class method) (BaseClassifier class method) (BaseClusterer class method) (BaseDeepClassifier class method) (BaseDeepRegressor class method) (BaseEarlyClassifier class method) (BaseEstimator class method) (BaseForecaster class method) (BaseObject class method) (BasePairwiseTransformer class method) (BasePairwiseTransformerPanel class method) (BaseRegressor class method) (BaseStrategy class method) (BaseSupervisedLearningStrategy class method) (BaseTask class method) (BaseTimeSeriesLloyds class method) (BasicMotions class method) (BATS class method) (BinarySegmentation class method) (BKFilter class method) (Bollinger class method) (BOSSEnsemble class method) (BOSSVSClassifierPyts class method) (BottomUpReconciler class method) (BoxCoxBiasAdjustedForecaster class method) (BoxCoxTransformer class method) (CanonicalIntervalForest class method) (CAPA class method) (Catch22 class method) (Catch22Classifier class method) (Catch22Wrapper class method) (CFFilter class method) (ChronosForecaster class method) (CINNForecaster class method) (CircularBinarySegmentation class method) (ClaSPSegmentation class method) (ClaSPTransformer class method) (ClassifierPipeline class method) (ClearSky class method) (ClustererAsTransformer class method) (ClustererPipeline class method) (ClusterSegmenter class method) (CNNClassifier class method) (CNNRegressor class method) (CNTCClassifier class method) (CNTCRegressor class method) (ColumnConcatenator class method) (ColumnEnsembleClassifier class method) (ColumnEnsembleForecaster class method) (ColumnEnsembleTransformer class method) (ColumnSelect class method) (ColumnTransformer class method) (ColumnwiseTransformer class method) (CombinedDistance class method) (ComposableTimeSeriesForestClassifier class method) (ComposableTimeSeriesForestRegressor class method) (ConditionalDeseasonalizer class method) (ConformalIntervals class method) (ConstantPwTrafoPanel class method) (ConstraintViolation class method) (ContractableBOSS class method) (CosineTransformer class method) (CountryHolidaysTransformer class method) (Croston class method) (CRPS class method) (CtwDistTslearn class method) (CurveFitForecaster class method) (CutoffFhSplitter class method) (CutoffSplitter class method) (DartsLinearRegressionModel class method) (DartsRegressionModel class method) (DartsXGBModel class method) (DateTimeFeatures class method) (DerivativeSlopeTransformer class method) (Deseasonalizer class method) (DetectorAsTransformer class method) (DetectorPipeline class method) (Detrender class method) (Differencer class method) (DilationMappingTransformer class method) (DirectReductionForecaster class method) (DirectTabularRegressionForecaster class method) (DirectTimeSeriesRegressionForecaster class method) (DirRecTabularRegressionForecaster class method) (DirRecTimeSeriesRegressionForecaster class method) (DistanceFeatures class method) (DistFromAligner class method) (DistFromKernel class method) (DOBIN class method) (DontUpdate class method) (DrCIF class method) (DropNA class method) (DtwDist class method) (DtwDistTslearn class method) (DtwDtaidistMultiv class method) (DtwDtaidistUniv class method) (DtwPythonDist class method) (DummyClassifier class method) (DummyRegressor class method) (DummyRegularAnomalies class method) (DummyRegularChangePoints class method) (DWTTransformer class method) (DynamicFactor class method) (EAgglo class method) (EditDist class method) (ElasticEnsemble class method) (ElbowClassPairwise class method) (ElbowClassSum class method) (EmpiricalCoverage class method) (EnbPIForecaster class method) (EnsembleForecaster class method) (ESRNNForecaster class method) (ExpandingCutoffSplitter class method) (ExpandingGreedySplitter class method) (ExpandingSlidingWindowSplitter class method) (ExpandingWindowSplitter class method) (ExponentialSmoothing class method) (ExponentTransformer class method) (FallbackForecaster class method) (FCNClassifier class method) (FCNRegressor class method) (FeatureSelection class method) (FeatureUnion class method) (FhPlexForecaster class method) (Filter class method) (FinancialHolidaysTransformer class method) (FitInTransform class method) (FittedParamExtractor class method) (FixedParams class method) (FlatDist class method) (ForecastByLevel class method) (ForecastingGridSearchCV class method) (ForecastingOptunaSearchCV class method) (ForecastingPipeline class method) (ForecastingRandomizedSearchCV class method) (ForecastingSkoptSearchCV class method) (ForecastKnownValues class method) (ForecastX class method) (FourierFeatures class method) (FourierTransform class method) (FreshPRINCE class method) (FunctionParamFitter class method) (FunctionTransformer class method) (GAKernel class method) (GaussianHMM class method) (GeometricMeanAbsoluteError class method) (GeometricMeanRelativeAbsoluteError class method) (GeometricMeanRelativeSquaredError class method) (GeometricMeanSquaredError class method) (GMMHMM class method) (GreedyGaussianSegmentation class method) (GreykiteForecaster class method) (GroupbyCategoryForecaster class method) (GRUClassifier class method) (GRUFCNNClassifier class method) (GunPoint class method) (HampelFilter class method) (HCrystalBallAdapter class method) (HFTransformersForecaster class method) (HierarchicalDask class method) (HierarchicalPdMultiIndex class method) (HierarchicalPolarsEager class method) (HierarchicalProphet class method) (HierarchicalSalesToydata class method) (HierarchyEnsembleForecaster class method) (HIVECOTEV1 class method) (HIVECOTEV2 class method) (HMM class method) (HOG1DTransformer class method) (HolidayFeatures class method) (HPFilter class method) (HurstExponentTransformer class method) (Id class method) (IgnoreX class method) (Imputer class method) (InceptionTimeClassifier class method) (InceptionTimeRegressor class method) (IndepDist class method) (IndexSubset class method) (IndividualBOSS class method) (IndividualTDE class method) (InformationGainSegmentation class method) (InstanceSplitter class method) (IntervalSegmenter class method) (IntervalWidth class method) (InvertAugmenter class method) (InvertTransform class method) (ItalyPowerDemand class method) (IxToX class method) (JapaneseVowels class method) (KalmanFilterTransformerFP class method) (KalmanFilterTransformerPK class method) (KalmanFilterTransformerSIMD class method) (KernelFromDist class method) (KinematicFeatures class method) (KNeighborsTimeSeriesClassifier class method) (KNeighborsTimeSeriesClassifierPyts class method) (KNeighborsTimeSeriesClassifierTslearn class method) (KNeighborsTimeSeriesRegressor class method) (Lag class method) (LcssTslearn class method) (Logger class method) (LogLoss class method) (LogTransformer class method) (Longley class method) (LSTMFCNClassifier class method) (LSTMFCNRegressor class method) (LTSFDLinearForecaster class method) (LTSFLinearForecaster class method) (LTSFNLinearForecaster class method) (LTSFTransformerForecaster class method) (LuckyDtwDist class method) (Lynx class method) (M5Dataset class method) (MACNNClassifier class method) (MACNNRegressor class method) (Macroeconomic class method) (MAPAForecaster class method) (MatrixProfile class method) (MatrixProfileClassifier class method) (MatrixProfileTransformer class method) (MCDCNNClassifier class method) (MCDCNNRegressor class method) (MeanAbsoluteError class method) (MeanAbsolutePercentageError class method) (MeanAbsoluteScaledError class method) (MeanAsymmetricError class method) (MeanLinexError class method) (MeanRelativeAbsoluteError class method) (MeanSquaredError class method) (MeanSquaredErrorPercentage 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) (Merger class method) (MiddleOutReconciler class method) (MiniRocket class method) (MiniRocketMultivariate class method) (MiniRocketMultivariateVariable class method) (MLPClassifier class method) (MLPRegressor class method) (MOIRAIForecaster class method) (MomentFMClassifier class method) (MomentFMForecaster class method) (MovingBlockBootstrapTransformer class method) (MovingWindow class method) (MrSEQL class method) (MrSQM class method) (MSTL class method) (MultioutputTabularRegressionForecaster class method) (MultioutputTimeSeriesRegressionForecaster class method) (MultiplexClassifier class method) (MultiplexForecaster class method) (MultiplexRegressor class method) (MultiplexTransformer class method) (MultiRocket class method) (MultiRocketMultivariate class method) (MUSE class method) (MVCAPA class method) (MVTSTransformerClassifier class method) (NaiveForecaster class method) (NaiveVariance class method) (NeuralForecastDilatedRNN class method) (NeuralForecastGRU class method) (NeuralForecastLSTM class method) (NeuralForecastRNN class method) (NeuralForecastTCN class method) (NonNegativeOptimalReconciler class method) (OnlineEnsembleForecaster class method) (OptimalReconciler class method) (OptionalPassthrough class method) (OSULeaf class method) (PAA class method) (PAAlegacy class method) (PaddingTransformer class method) (PandasTransformAdaptor class method) (PanelDask class method) (PanelDfList class method) (PanelGluontsList class method) (PanelGluontsPandas class method) (PanelNp3D class method) (PanelPdMultiIndex class method) (PanelPolarsEager class method) (ParamFitterPipeline class method) (PartialAutoCorrelationTransformer class method) (PCATransformer class method) (PeakTimeFeature class method) (PELT class method) (Permute class method) (PinballLoss class method) (Pipeline class method) (PLAID class method) (PlateauFinder class method) (PluginParamsForecaster class method) (PluginParamsTransformer class method) (PoissonHMM class method) (PolynomialTrendForecaster class method) (ProbabilityThresholdEarlyClassifier class method) (Prophet class method) (ProphetPiecewiseLinearTrendForecaster class method) (Prophetverse class method) (ProximityForest class method) (ProximityStump class method) (ProximityTree class method) (PwTrafoPanelPipeline class method) (PyKANForecaster class method) (PyODDetector class method) (PytorchForecastingDeepAR class method) (PytorchForecastingNBeats class method) (PytorchForecastingNHiTS class method) (PytorchForecastingTFT class method) (RandomIntervalClassifier class method) (RandomIntervalFeatureExtractor class method) (RandomIntervals class method) (RandomIntervalSegmenter class method) (RandomIntervalSpectralEnsemble class method) (RandomSamplesAugmenter class method) (RandomShapeletTransform class method) (RBFForecaster class method) (RBFTransformer class method) (Reconciler class method) (ReconcilerForecaster class method) (RecursiveReductionForecaster class method) (RecursiveTabularRegressionForecaster class method) (RecursiveTimeSeriesRegressionForecaster class method) (ReducerTransform class method) (RegressorPipeline class method) (RelativeLoss class method) (Repeat class method) (RepeatBootstrapTransformer class method) (ResNetClassifier class method) (ResNetRegressor class method) (ReverseAugmenter class method) (Rocket class method) (RocketClassifier class method) (RocketPyts class method) (RocketRegressor class method) (SameLocSplitter class method) (SARIMAX class method) (SAX class method) (SAXlegacy class method) (ScaledAsinhTransformer class method) (ScaledLogitTransformer class method) (SCINetForecaster class method) (ScipyDist class method) (ScitypeHierarchical class method) (ScitypePanel class method) (ScitypeSeries class method) (ScitypeTable class method) (SeasonalDummiesOneHot class method) (SeasonalityACF class method) (SeasonalityACFqstat class method) (SeasonalityPeriodogram class method) (SeededBinarySegmentation class method) (SeriesDask class method) (SeriesGluontsList class method) (SeriesGluontsPandas class method) (SeriesNp2D class method) (SeriesPdDataFrame class method) (SeriesPdSeries class method) (SeriesPolarsEager class method) (SeriesXarray class method) (SFA class method) (SFAFast class method) (ShampooSales class method) (ShapeDTW class method) (ShapeletLearningClassifierPyts class method) (ShapeletLearningClassifierTslearn class method) (ShapeletTransform class method) (ShapeletTransformClassifier class method) (ShapeletTransformPyts class method) (SignatureClassifier class method) (SignatureKernel class method) (SignatureMoments class method) (SignatureTransformer class method) (SimpleRNNClassifier class method) (SimpleRNNRegressor class method) (SingleWindowSplitter class method) (SkforecastAutoreg class method) (SkforecastRecursive class method) (SklearnClassifierPipeline class method) (SklearnClustererPipeline class method) (SklearnRegressorPipeline class method) (SlidingGreedySplitter class method) (SlidingWindowSegmenter class method) (SlidingWindowSplitter class method) (SlopeTransformer class method) (SoftDtwDistTslearn class method) (Solar class method) (SplineTrendForecaster class method) (SplitterBootstrapTransformer class method) (SplitterSummarizer class method) (SqrtTransformer class method) (SquaredDistrLoss class method) (SquaringResiduals class method) (StackingForecaster class method) (StationarityADF class method) (StationarityADFArch class method) (StationarityDFGLS class method) (StationarityKPSS class method) (StationarityKPSSArch class method) (StationarityPhillipsPerron class method) (StationarityVarianceRatio class method) (StationarityZivotAndrews class method) (StatsForecastADIDA class method) (StatsForecastARCH class method) (StatsForecastAutoARIMA class method) (StatsForecastAutoCES class method) (StatsForecastAutoETS class method) (StatsForecastAutoTBATS class method) (StatsForecastAutoTheta class method) (StatsForecastGARCH class method) (StatsForecastMSTL class method) (StatsModelsARIMA class method) (StatThresholdAnomaliser class method) (STDBSCAN class method) (STLBootstrapTransformer class method) (STLForecaster class method) (STLTransformer class method) (STRAY class method) (SubLOF class method) (SubsequenceExtractionTransformer class method) (SummaryClassifier class method) (SummaryTransformer class method) (SupervisedIntervals class method) (SupervisedTimeSeriesForest class method) (TableListOfDict class method) (TableNp1D class method) (TableNp2D class method) (TablePdDataFrame class method) (TablePdSeries class method) (TablePolarsEager class method) (Tabularizer class method) (TabularToSeriesAdaptor class method) (TapNetClassifier class method) (TapNetRegressor class method) (TBATS class method) (TEASER class method) (Tecator class method) (TemporalDictionaryEnsemble class method) (TemporalTrainTestSplitter class method) (TemporianTransformer class method) (TestPlusTrainSplitter class method) (ThetaForecaster class method) (ThetaLinesTransformer class method) (ThetaModularForecaster class method) (ThresholdDetector class method) (TimeBinAggregate class method) (TimeBinner class method) (TimeLLMForecaster class method) (TimeMoEForecaster class method) (TimeSeriesDBSCAN class method) (TimeSeriesForestClassifier class method) (TimeSeriesForestRegressor class method) (TimeSeriesKernelKMeans class method) (TimeSeriesKMeans class method) (TimeSeriesKMeansTslearn class method) (TimeSeriesKMedoids class method) (TimeSeriesKShapes class method) (TimeSeriesKvisibility class method) (TimeSeriesSVC class method) (TimeSeriesSVCTslearn class method) (TimeSeriesSVRTslearn class method) (TimesFMForecaster class method) (TimeSince class method) (TinyTimeMixerForecaster class method) (TopdownReconciler class method) (TransformByLevel class method) (TransformedTargetForecaster class method) (TransformerPipeline class method) (TransformIf class method) (TransformSelectForecaster class method) (TrendForecaster class method) (TruncationTransformer class method) (TSBootstrapAdapter class method) (TSCGridSearchCV class method) (TSCStrategy class method) (TSCTask class method) (TSFreshClassifier class method) (TSFreshFeatureExtractor class method) (TSFreshRelevantFeatureExtractor class method) (TSInterpolator class method) (TSRGridSearchCV class method) (TSRStrategy class method) (TSRTask class method) (UnobservedComponents class method) (UpdateEvery class method) (UpdateRefitsEvery class method) (USChange class method) (VAR class method) (VARMAX class method) (VARReduce class method) (VECM class method) (VmdTransformer class method) (WEASEL class method) (WeightedEnsembleClassifier class method) (WhiteNoiseAugmenter class method) (WindowSegmenter class method) (WindowSummarizer class method) (YtoX class method) (ZeroAnomalies class method) (ZeroChangePoints class method) (ZeroSegments class method) get_config() (ADICVTransformer method) (AggrDist method) (Aggregator method) (Airline method) (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) (ARCH method) (ARDL method) (ARIMA method) (ARLagOrderSelector method) (ArrowHead method) (Arsenal method) (AUCalibration method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingClassifier method) (BaggingForecaster method) (BaseClassifier method) (BaseClusterer method) (BaseDeepClassifier method) (BaseDeepRegressor method) (BaseEarlyClassifier method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BasePairwiseTransformer method) (BasePairwiseTransformerPanel method) (BaseRegressor method) (BaseStrategy method) (BaseSupervisedLearningStrategy method) (BaseTask method) (BaseTimeSeriesLloyds method) (BasicMotions method) (BATS method) (BinarySegmentation method) (BKFilter method) (Bollinger method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (BottomUpReconciler method) (BoxCoxBiasAdjustedForecaster method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (CAPA method) (Catch22 method) (Catch22Classifier method) (Catch22Wrapper method) (CFFilter method) (ChronosForecaster method) (CINNForecaster method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClaSPTransformer method) (ClassifierPipeline method) (ClearSky method) (ClustererAsTransformer method) (ClustererPipeline method) (ClusterSegmenter method) (CNNClassifier method) (CNNRegressor method) (CNTCClassifier method) (CNTCRegressor method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnEnsembleTransformer method) (ColumnSelect method) (ColumnTransformer method) (ColumnwiseTransformer method) (CombinedDistance method) (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ConstantPwTrafoPanel method) (ConstraintViolation method) (ContractableBOSS method) (CosineTransformer method) (CountryHolidaysTransformer method) (Croston method) (CRPS method) (CtwDistTslearn method) (CurveFitForecaster method) (CutoffFhSplitter method) (CutoffSplitter method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (DetectorAsTransformer method) (DetectorPipeline method) (Detrender method) (Differencer method) (DilationMappingTransformer method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DistanceFeatures method) (DistFromAligner method) (DistFromKernel method) (DOBIN method) (DontUpdate method) (DrCIF method) (DropNA method) (DtwDist method) (DtwDistTslearn method) (DtwDtaidistMultiv method) (DtwDtaidistUniv method) (DtwPythonDist method) (DummyClassifier method) (DummyRegressor method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DWTTransformer method) (DynamicFactor method) (EAgglo method) (EditDist method) (ElasticEnsemble method) (ElbowClassPairwise method) (ElbowClassSum method) (EmpiricalCoverage method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExpandingCutoffSplitter method) (ExpandingGreedySplitter method) (ExpandingSlidingWindowSplitter method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FallbackForecaster method) (FCNClassifier method) (FCNRegressor method) (FeatureSelection method) (FeatureUnion method) (FhPlexForecaster method) (Filter method) (FinancialHolidaysTransformer method) (FitInTransform method) (FittedParamExtractor method) (FixedParams method) (FlatDist method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FourierFeatures method) (FourierTransform method) (FreshPRINCE method) (FunctionParamFitter method) (FunctionTransformer method) (GAKernel method) (GaussianHMM method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (GMMHMM method) (GreedyGaussianSegmentation method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (GRUClassifier method) (GRUFCNNClassifier method) (GunPoint method) (HampelFilter method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalDask method) (HierarchicalPdMultiIndex method) (HierarchicalPolarsEager method) (HierarchicalProphet method) (HierarchicalSalesToydata method) (HierarchyEnsembleForecaster method) (HIVECOTEV1 method) (HIVECOTEV2 method) (HMM method) (HOG1DTransformer method) (HolidayFeatures method) (HPFilter method) (HurstExponentTransformer method) (Id method) (IgnoreX method) (Imputer method) (InceptionTimeClassifier method) (InceptionTimeRegressor method) (IndepDist method) (IndexSubset method) (IndividualBOSS method) (IndividualTDE method) (InformationGainSegmentation method) (InstanceSplitter method) (IntervalSegmenter method) (IntervalWidth method) (InvertAugmenter method) (InvertTransform method) (ItalyPowerDemand method) (IxToX method) (JapaneseVowels method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KalmanFilterTransformerSIMD method) (KernelFromDist method) (KinematicFeatures method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (KNeighborsTimeSeriesRegressor method) (Lag method) (LcssTslearn method) (Logger method) (LogLoss method) (LogTransformer method) (Longley method) (LSTMFCNClassifier method) (LSTMFCNRegressor method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (LuckyDtwDist method) (Lynx method) (M5Dataset method) (MACNNClassifier method) (MACNNRegressor method) (Macroeconomic method) (MAPAForecaster method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MCDCNNClassifier method) (MCDCNNRegressor method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredErrorPercentage method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (Merger method) (MiddleOutReconciler method) (MiniRocket method) (MiniRocketMultivariate method) (MiniRocketMultivariateVariable method) (MLPClassifier method) (MLPRegressor method) (MOIRAIForecaster method) (MomentFMClassifier method) (MomentFMForecaster method) (MovingBlockBootstrapTransformer method) (MovingWindow method) (MrSEQL method) (MrSQM method) (MSTL method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexClassifier method) (MultiplexForecaster method) (MultiplexRegressor method) (MultiplexTransformer method) (MultiRocket method) (MultiRocketMultivariate method) (MUSE method) (MVCAPA method) (MVTSTransformerClassifier method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (NonNegativeOptimalReconciler method) (OnlineEnsembleForecaster method) (OptimalReconciler method) (OptionalPassthrough method) (OSULeaf method) (PAA method) (PAAlegacy method) (PaddingTransformer method) (PandasTransformAdaptor method) (PanelDask method) (PanelDfList method) (PanelGluontsList method) (PanelGluontsPandas method) (PanelNp3D method) (PanelPdMultiIndex method) (PanelPolarsEager method) (ParamFitterPipeline method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PeakTimeFeature method) (PELT method) (Permute method) (PinballLoss method) (Pipeline method) (PLAID method) (PlateauFinder method) (PluginParamsForecaster method) (PluginParamsTransformer method) (PoissonHMM method) (PolynomialTrendForecaster method) (ProbabilityThresholdEarlyClassifier method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PwTrafoPanelPipeline method) (PyKANForecaster method) (PyODDetector method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervals method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RandomShapeletTransform method) (RBFForecaster method) (RBFTransformer method) (Reconciler method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ReducerTransform method) (RegressorPipeline method) (RelativeLoss method) (Repeat method) (RepeatBootstrapTransformer method) (ResNetClassifier method) (ResNetRegressor method) (ReverseAugmenter method) (Rocket method) (RocketClassifier method) (RocketPyts method) (RocketRegressor method) (SameLocSplitter method) (SARIMAX method) (SAX method) (SAXlegacy method) (ScaledAsinhTransformer method) (ScaledLogitTransformer method) (SCINetForecaster method) (ScipyDist method) (ScitypeHierarchical method) (ScitypePanel method) (ScitypeSeries method) (ScitypeTable method) (SeasonalDummiesOneHot method) (SeasonalityACF method) (SeasonalityACFqstat method) (SeasonalityPeriodogram method) (SeededBinarySegmentation method) (SeriesDask method) (SeriesGluontsList method) (SeriesGluontsPandas method) (SeriesNp2D method) (SeriesPdDataFrame method) (SeriesPdSeries method) (SeriesPolarsEager method) (SeriesXarray method) (SFA method) (SFAFast method) (ShampooSales method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransform method) (ShapeletTransformClassifier method) (ShapeletTransformPyts method) (SignatureClassifier method) (SignatureKernel method) (SignatureMoments method) (SignatureTransformer method) (SimpleRNNClassifier method) (SimpleRNNRegressor method) (SingleWindowSplitter method) (SkforecastAutoreg method) (SkforecastRecursive method) (SklearnClassifierPipeline method) (SklearnClustererPipeline method) (SklearnRegressorPipeline method) (SlidingGreedySplitter method) (SlidingWindowSegmenter method) (SlidingWindowSplitter method) (SlopeTransformer method) (SoftDtwDistTslearn method) (Solar method) (SplineTrendForecaster method) (SplitterBootstrapTransformer method) (SplitterSummarizer method) (SqrtTransformer method) (SquaredDistrLoss method) (SquaringResiduals method) (StackingForecaster method) (StationarityADF method) (StationarityADFArch method) (StationarityDFGLS method) (StationarityKPSS method) (StationarityKPSSArch method) (StationarityPhillipsPerron method) (StationarityVarianceRatio method) (StationarityZivotAndrews method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (StatThresholdAnomaliser method) (STDBSCAN method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (STRAY method) (SubLOF method) (SubsequenceExtractionTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedIntervals method) (SupervisedTimeSeriesForest method) (TableListOfDict method) (TableNp1D method) (TableNp2D method) (TablePdDataFrame method) (TablePdSeries method) (TablePolarsEager method) (Tabularizer method) (TabularToSeriesAdaptor method) (TapNetClassifier method) (TapNetRegressor method) (TBATS method) (TEASER method) (Tecator method) (TemporalDictionaryEnsemble method) (TemporalTrainTestSplitter method) (TemporianTransformer method) (TestPlusTrainSplitter method) (ThetaForecaster method) (ThetaLinesTransformer method) (ThetaModularForecaster method) (ThresholdDetector method) (TimeBinAggregate method) (TimeBinner method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimeSeriesDBSCAN method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMeansTslearn method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesKvisibility method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TimeSeriesSVRTslearn method) (TimesFMForecaster method) (TimeSince method) (TinyTimeMixerForecaster method) (TopdownReconciler method) (TransformByLevel method) (TransformedTargetForecaster method) (TransformerPipeline method) (TransformIf method) (TransformSelectForecaster method) (TrendForecaster method) (TruncationTransformer method) (TSBootstrapAdapter method) (TSCGridSearchCV method) (TSCStrategy method) (TSCTask method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (TSInterpolator method) (TSRGridSearchCV method) (TSRStrategy method) (TSRTask method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (USChange method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (VmdTransformer method) (WEASEL method) (WeightedEnsembleClassifier method) (WhiteNoiseAugmenter method) (WindowSegmenter method) (WindowSummarizer method) (YtoX method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) get_cutoffs() (CutoffFhSplitter method) (CutoffSplitter method) (ExpandingCutoffSplitter method) (ExpandingGreedySplitter method) (ExpandingSlidingWindowSplitter method) (ExpandingWindowSplitter method) (InstanceSplitter method) (Repeat method) (SameLocSplitter method) (SingleWindowSplitter method) (SlidingGreedySplitter method) (SlidingWindowSplitter method) (TemporalTrainTestSplitter method) (TestPlusTrainSplitter method) get_default_conda_env() (in module sktime.utils.mlflow_sktime) get_default_pip_requirements() (in module sktime.utils.mlflow_sktime) get_distance() (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) get_distance_matrix() (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) get_exemplars() (ProximityForest method) (ProximityStump method) (ProximityTree method) get_expected_pred_idx() (ForecastingHorizon method) get_feature_names_out() (ColumnTransformer method) get_fh() (CutoffFhSplitter method) (CutoffSplitter method) (ExpandingCutoffSplitter method) (ExpandingGreedySplitter method) (ExpandingSlidingWindowSplitter method) (ExpandingWindowSplitter method) (InstanceSplitter method) (Repeat method) (SameLocSplitter method) (SingleWindowSplitter method) (SlidingGreedySplitter method) (SlidingWindowSplitter method) (TemporalTrainTestSplitter method) (TestPlusTrainSplitter method) get_fitted_params() (ADICVTransformer method) (AggrDist method) (Aggregator method) (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) (ARCH method) (ARDL method) (ARIMA method) (ARLagOrderSelector method) (Arsenal method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingClassifier method) (BaggingForecaster method) (BaseClassifier method) (BaseClusterer method) (BaseDeepClassifier method) (BaseDeepRegressor method) (BaseEarlyClassifier method) (BaseEstimator method) (BaseForecaster method) (BasePairwiseTransformer method) (BasePairwiseTransformerPanel method) (BaseRegressor method) (BaseStrategy method) (BaseSupervisedLearningStrategy method) (BaseTimeSeriesLloyds method) (BATS method) (BinarySegmentation method) (BKFilter method) (Bollinger method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (BottomUpReconciler method) (BoxCoxBiasAdjustedForecaster method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (CAPA method) (Catch22 method) (Catch22Classifier method) (Catch22Wrapper method) (CFFilter method) (ChronosForecaster method) (CINNForecaster method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClaSPTransformer method) (ClassifierPipeline method) (ClearSky method) (ClustererAsTransformer method) (ClustererPipeline method) (ClusterSegmenter method) (CNNClassifier method) (CNNRegressor method) (CNTCClassifier method) (CNTCRegressor method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnEnsembleTransformer method) (ColumnSelect method) (ColumnTransformer method) (ColumnwiseTransformer method) (CombinedDistance method) (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ConstantPwTrafoPanel method) (ContractableBOSS method) (CosineTransformer method) (CountryHolidaysTransformer method) (Croston method) (CtwDistTslearn method) (CurveFitForecaster method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (DetectorAsTransformer method) (DetectorPipeline method) (Detrender method) (Differencer method) (DilationMappingTransformer method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DistanceFeatures method) (DistFromAligner method) (DistFromKernel method) (DOBIN method) (DontUpdate method) (DrCIF method) (DropNA method) (DtwDist method) (DtwDistTslearn method) (DtwDtaidistMultiv method) (DtwDtaidistUniv method) (DtwPythonDist method) (DummyClassifier method) (DummyRegressor method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DWTTransformer method) (DynamicFactor method) (EAgglo method) (EditDist method) (ElasticEnsemble method) (ElbowClassPairwise method) (ElbowClassSum method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExponentialSmoothing method) (ExponentTransformer method) (FallbackForecaster method) (FCNClassifier method) (FCNRegressor method) (FeatureSelection method) (FeatureUnion method) (FhPlexForecaster method) (Filter method) (FinancialHolidaysTransformer method) (FitInTransform method) (FittedParamExtractor method) (FixedParams method) (FlatDist method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FourierFeatures method) (FourierTransform method) (FreshPRINCE method) (FunctionParamFitter method) (FunctionTransformer method) (GAKernel method) (GaussianHMM method) (GMMHMM method) (GreedyGaussianSegmentation method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (GRUClassifier method) (GRUFCNNClassifier method) (HampelFilter method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalProphet method) (HierarchyEnsembleForecaster method) (HIVECOTEV1 method) (HIVECOTEV2 method) (HMM method) (HOG1DTransformer method) (HolidayFeatures method) (HPFilter method) (HurstExponentTransformer method) (Id method) (IgnoreX method) (Imputer method) (InceptionTimeClassifier method) (InceptionTimeRegressor method) (IndepDist method) (IndexSubset method) (IndividualBOSS method) (IndividualTDE method) (InformationGainSegmentation method) (IntervalSegmenter method) (InvertAugmenter method) (InvertTransform method) (IxToX method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KalmanFilterTransformerSIMD method) (KernelFromDist method) (KinematicFeatures method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (KNeighborsTimeSeriesRegressor method) (Lag method) (LcssTslearn method) (Logger method) (LogTransformer method) (LSTMFCNClassifier method) (LSTMFCNRegressor method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (LuckyDtwDist method) (MACNNClassifier method) (MACNNRegressor method) (MAPAForecaster method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MCDCNNClassifier method) (MCDCNNRegressor method) (Merger method) (MiddleOutReconciler method) (MiniRocket method) (MiniRocketMultivariate method) (MiniRocketMultivariateVariable method) (MLPClassifier method) (MLPRegressor method) (MOIRAIForecaster method) (MomentFMClassifier method) (MomentFMForecaster method) (MovingBlockBootstrapTransformer method) (MovingWindow method) (MrSEQL method) (MrSQM method) (MSTL method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexClassifier method) (MultiplexForecaster method) (MultiplexRegressor method) (MultiplexTransformer method) (MultiRocket method) (MultiRocketMultivariate method) (MUSE method) (MVCAPA method) (MVTSTransformerClassifier method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (NonNegativeOptimalReconciler method) (OnlineEnsembleForecaster method) (OptimalReconciler method) (OptionalPassthrough method) (PAA method) (PAAlegacy method) (PaddingTransformer method) (PandasTransformAdaptor method) (ParamFitterPipeline method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PeakTimeFeature method) (PELT method) (Permute method) (Pipeline method) (PlateauFinder method) (PluginParamsForecaster method) (PluginParamsTransformer method) (PoissonHMM method) (PolynomialTrendForecaster method) (ProbabilityThresholdEarlyClassifier method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PwTrafoPanelPipeline method) (PyKANForecaster method) (PyODDetector method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervals method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RandomShapeletTransform method) (RBFForecaster method) (RBFTransformer method) (Reconciler method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ReducerTransform method) (RegressorPipeline method) (RepeatBootstrapTransformer method) (ResNetClassifier method) (ResNetRegressor method) (ReverseAugmenter method) (Rocket method) (RocketClassifier method) (RocketPyts method) (RocketRegressor method) (SARIMAX method) (SAX method) (SAXlegacy method) (ScaledAsinhTransformer method) (ScaledLogitTransformer method) (SCINetForecaster method) (ScipyDist method) (SeasonalDummiesOneHot method) (SeasonalityACF method) (SeasonalityACFqstat method) (SeasonalityPeriodogram method) (SeededBinarySegmentation method) (SFA method) (SFAFast method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransform method) (ShapeletTransformClassifier method) (ShapeletTransformPyts method) (SignatureClassifier method) (SignatureKernel method) (SignatureMoments method) (SignatureTransformer method) (SimpleRNNClassifier method) (SimpleRNNRegressor method) (SkforecastAutoreg method) (SkforecastRecursive method) (SklearnClassifierPipeline method) (SklearnClustererPipeline method) (SklearnRegressorPipeline method) (SlidingWindowSegmenter method) (SlopeTransformer method) (SoftDtwDistTslearn method) (SplineTrendForecaster method) (SplitterBootstrapTransformer method) (SplitterSummarizer method) (SqrtTransformer method) (SquaringResiduals method) (StackingForecaster method) (StationarityADF method) (StationarityADFArch method) (StationarityDFGLS method) (StationarityKPSS method) (StationarityKPSSArch method) (StationarityPhillipsPerron method) (StationarityVarianceRatio method) (StationarityZivotAndrews method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (StatThresholdAnomaliser method) (STDBSCAN method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (STRAY method) (SubLOF method) (SubsequenceExtractionTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedIntervals method) (SupervisedTimeSeriesForest method) (Tabularizer method) (TabularToSeriesAdaptor method) (TapNetClassifier method) (TapNetRegressor method) (TBATS method) (TEASER method) (TemporalDictionaryEnsemble method) (TemporianTransformer method) (ThetaForecaster method) (ThetaLinesTransformer method) (ThetaModularForecaster method) (ThresholdDetector method) (TimeBinAggregate method) (TimeBinner method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimeSeriesDBSCAN method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMeansTslearn method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesKvisibility method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TimeSeriesSVRTslearn method) (TimesFMForecaster method) (TimeSince method) (TinyTimeMixerForecaster method) (TopdownReconciler method) (TransformByLevel method) (TransformedTargetForecaster method) (TransformerPipeline method) (TransformIf method) (TransformSelectForecaster method) (TrendForecaster method) (TruncationTransformer method) (TSBootstrapAdapter method) (TSCGridSearchCV method) (TSCStrategy method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (TSInterpolator method) (TSRGridSearchCV method) (TSRStrategy method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (VmdTransformer method) (WEASEL method) (WeightedEnsembleClassifier method) (WhiteNoiseAugmenter method) (WindowSegmenter method) (WindowSummarizer method) (YtoX method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) get_metadata_routing() (ColumnTransformer method) (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (ContinuousIntervalTree method) (RotationForest method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) get_metric_params() (ElasticEnsemble method) get_n_splits() (CutoffFhSplitter method) (CutoffSplitter method) (ExpandingCutoffSplitter method) (ExpandingGreedySplitter method) (ExpandingSlidingWindowSplitter method) (ExpandingWindowSplitter method) (InstanceSplitter method) (PresplitFilesCV method) (Repeat method) (SameLocSplitter method) (SingleSplit static method) (SingleWindowSplitter method) (SlidingGreedySplitter method) (SlidingWindowSplitter method) (TemporalTrainTestSplitter method) (TestPlusTrainSplitter method) get_param_defaults() (ADICVTransformer class method) (AggrDist class method) (Aggregator class method) (Airline class method) (AlignerDTW class method) (AlignerDtwDtai class method) (AlignerDTWfromDist class method) (AlignerDtwNumba class method) (AlignerEditNumba class method) (AlignerLuckyDtw class method) (AlignerNaive class method) (ARCH class method) (ARDL class method) (ARIMA class method) (ARLagOrderSelector class method) (ArrowHead class method) (Arsenal class method) (AUCalibration class method) (AutoARIMA class method) (AutoCorrelationTransformer class method) (AutoEnsembleForecaster class method) (AutoETS class method) (AutoREG class method) (AutoTS class method) (BaggingClassifier class method) (BaggingForecaster class method) (BaseClassifier class method) (BaseClusterer class method) (BaseDeepClassifier class method) (BaseDeepRegressor class method) (BaseEarlyClassifier class method) (BaseEstimator class method) (BaseForecaster class method) (BaseObject class method) (BasePairwiseTransformer class method) (BasePairwiseTransformerPanel class method) (BaseRegressor class method) (BaseStrategy class method) (BaseSupervisedLearningStrategy class method) (BaseTask class method) (BaseTimeSeriesLloyds class method) (BasicMotions class method) (BATS class method) (BinarySegmentation class method) (BKFilter class method) (Bollinger class method) (BOSSEnsemble class method) (BOSSVSClassifierPyts class method) (BottomUpReconciler class method) (BoxCoxBiasAdjustedForecaster class method) (BoxCoxTransformer class method) (CanonicalIntervalForest class method) (CAPA class method) (Catch22 class method) (Catch22Classifier class method) (Catch22Wrapper class method) (CFFilter class method) (ChronosForecaster class method) (CINNForecaster class method) (CircularBinarySegmentation class method) (ClaSPSegmentation class method) (ClaSPTransformer class method) (ClassifierPipeline class method) (ClearSky class method) (ClustererAsTransformer class method) (ClustererPipeline class method) (ClusterSegmenter class method) (CNNClassifier class method) (CNNRegressor class method) (CNTCClassifier class method) (CNTCRegressor class method) (ColumnConcatenator class method) (ColumnEnsembleClassifier class method) (ColumnEnsembleForecaster class method) (ColumnEnsembleTransformer class method) (ColumnSelect class method) (ColumnTransformer class method) (ColumnwiseTransformer class method) (CombinedDistance class method) (ComposableTimeSeriesForestClassifier class method) (ComposableTimeSeriesForestRegressor class method) (ConditionalDeseasonalizer class method) (ConformalIntervals class method) (ConstantPwTrafoPanel class method) (ConstraintViolation class method) (ContractableBOSS class method) (CosineTransformer class method) (CountryHolidaysTransformer class method) (Croston class method) (CRPS class method) (CtwDistTslearn class method) (CurveFitForecaster class method) (CutoffFhSplitter class method) (CutoffSplitter class method) (DartsLinearRegressionModel class method) (DartsRegressionModel class method) (DartsXGBModel class method) (DateTimeFeatures class method) (DerivativeSlopeTransformer class method) (Deseasonalizer class method) (DetectorAsTransformer class method) (DetectorPipeline class method) (Detrender class method) (Differencer class method) (DilationMappingTransformer class method) (DirectReductionForecaster class method) (DirectTabularRegressionForecaster class method) (DirectTimeSeriesRegressionForecaster class method) (DirRecTabularRegressionForecaster class method) (DirRecTimeSeriesRegressionForecaster class method) (DistanceFeatures class method) (DistFromAligner class method) (DistFromKernel class method) (DOBIN class method) (DontUpdate class method) (DrCIF class method) (DropNA class method) (DtwDist class method) (DtwDistTslearn class method) (DtwDtaidistMultiv class method) (DtwDtaidistUniv class method) (DtwPythonDist class method) (DummyClassifier class method) (DummyRegressor class method) (DummyRegularAnomalies class method) (DummyRegularChangePoints class method) (DWTTransformer class method) (DynamicFactor class method) (EAgglo class method) (EditDist class method) (ElasticEnsemble class method) (ElbowClassPairwise class method) (ElbowClassSum class method) (EmpiricalCoverage class method) (EnbPIForecaster class method) (EnsembleForecaster class method) (ESRNNForecaster class method) (ExpandingCutoffSplitter class method) (ExpandingGreedySplitter class method) (ExpandingSlidingWindowSplitter class method) (ExpandingWindowSplitter class method) (ExponentialSmoothing class method) (ExponentTransformer class method) (FallbackForecaster class method) (FCNClassifier class method) (FCNRegressor class method) (FeatureSelection class method) (FeatureUnion class method) (FhPlexForecaster class method) (Filter class method) (FinancialHolidaysTransformer class method) (FitInTransform class method) (FittedParamExtractor class method) (FixedParams class method) (FlatDist class method) (ForecastByLevel class method) (ForecastingGridSearchCV class method) (ForecastingOptunaSearchCV class method) (ForecastingPipeline class method) (ForecastingRandomizedSearchCV class method) (ForecastingSkoptSearchCV class method) (ForecastKnownValues class method) (ForecastX class method) (FourierFeatures class method) (FourierTransform class method) (FreshPRINCE class method) (FunctionParamFitter class method) (FunctionTransformer class method) (GAKernel class method) (GaussianHMM class method) (GeometricMeanAbsoluteError class method) (GeometricMeanRelativeAbsoluteError class method) (GeometricMeanRelativeSquaredError class method) (GeometricMeanSquaredError class method) (GMMHMM class method) (GreedyGaussianSegmentation class method) (GreykiteForecaster class method) (GroupbyCategoryForecaster class method) (GRUClassifier class method) (GRUFCNNClassifier class method) (GunPoint class method) (HampelFilter class method) (HCrystalBallAdapter class method) (HFTransformersForecaster class method) (HierarchicalDask class method) (HierarchicalPdMultiIndex class method) (HierarchicalPolarsEager class method) (HierarchicalProphet class method) (HierarchicalSalesToydata class method) (HierarchyEnsembleForecaster class method) (HIVECOTEV1 class method) (HIVECOTEV2 class method) (HMM class method) (HOG1DTransformer class method) (HolidayFeatures class method) (HPFilter class method) (HurstExponentTransformer class method) (Id class method) (IgnoreX class method) (Imputer class method) (InceptionTimeClassifier class method) (InceptionTimeRegressor class method) (IndepDist class method) (IndexSubset class method) (IndividualBOSS class method) (IndividualTDE class method) (InformationGainSegmentation class method) (InstanceSplitter class method) (IntervalSegmenter class method) (IntervalWidth class method) (InvertAugmenter class method) (InvertTransform class method) (ItalyPowerDemand class method) (IxToX class method) (JapaneseVowels class method) (KalmanFilterTransformerFP class method) (KalmanFilterTransformerPK class method) (KalmanFilterTransformerSIMD class method) (KernelFromDist class method) (KinematicFeatures class method) (KNeighborsTimeSeriesClassifier class method) (KNeighborsTimeSeriesClassifierPyts class method) (KNeighborsTimeSeriesClassifierTslearn class method) (KNeighborsTimeSeriesRegressor class method) (Lag class method) (LcssTslearn class method) (Logger class method) (LogLoss class method) (LogTransformer class method) (Longley class method) (LSTMFCNClassifier class method) (LSTMFCNRegressor class method) (LTSFDLinearForecaster class method) (LTSFLinearForecaster class method) (LTSFNLinearForecaster class method) (LTSFTransformerForecaster class method) (LuckyDtwDist class method) (Lynx class method) (M5Dataset class method) (MACNNClassifier class method) (MACNNRegressor class method) (Macroeconomic class method) (MAPAForecaster class method) (MatrixProfile class method) (MatrixProfileClassifier class method) (MatrixProfileTransformer class method) (MCDCNNClassifier class method) (MCDCNNRegressor class method) (MeanAbsoluteError class method) (MeanAbsolutePercentageError class method) (MeanAbsoluteScaledError class method) (MeanAsymmetricError class method) (MeanLinexError class method) (MeanRelativeAbsoluteError class method) (MeanSquaredError class method) (MeanSquaredErrorPercentage 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) (Merger class method) (MiddleOutReconciler class method) (MiniRocket class method) (MiniRocketMultivariate class method) (MiniRocketMultivariateVariable class method) (MLPClassifier class method) (MLPRegressor class method) (MOIRAIForecaster class method) (MomentFMClassifier class method) (MomentFMForecaster class method) (MovingBlockBootstrapTransformer class method) (MovingWindow class method) (MrSEQL class method) (MrSQM class method) (MSTL class method) (MultioutputTabularRegressionForecaster class method) (MultioutputTimeSeriesRegressionForecaster class method) (MultiplexClassifier class method) (MultiplexForecaster class method) (MultiplexRegressor class method) (MultiplexTransformer class method) (MultiRocket class method) (MultiRocketMultivariate class method) (MUSE class method) (MVCAPA class method) (MVTSTransformerClassifier class method) (NaiveForecaster class method) (NaiveVariance class method) (NeuralForecastDilatedRNN class method) (NeuralForecastGRU class method) (NeuralForecastLSTM class method) (NeuralForecastRNN class method) (NeuralForecastTCN class method) (NonNegativeOptimalReconciler class method) (OnlineEnsembleForecaster class method) (OptimalReconciler class method) (OptionalPassthrough class method) (OSULeaf class method) (PAA class method) (PAAlegacy class method) (PaddingTransformer class method) (PandasTransformAdaptor class method) (PanelDask class method) (PanelDfList class method) (PanelGluontsList class method) (PanelGluontsPandas class method) (PanelNp3D class method) (PanelPdMultiIndex class method) (PanelPolarsEager class method) (ParamFitterPipeline class method) (PartialAutoCorrelationTransformer class method) (PCATransformer class method) (PeakTimeFeature class method) (PELT class method) (Permute class method) (PinballLoss class method) (Pipeline class method) (PLAID class method) (PlateauFinder class method) (PluginParamsForecaster class method) (PluginParamsTransformer class method) (PoissonHMM class method) (PolynomialTrendForecaster class method) (ProbabilityThresholdEarlyClassifier class method) (Prophet class method) (ProphetPiecewiseLinearTrendForecaster class method) (Prophetverse class method) (ProximityForest class method) (ProximityStump class method) (ProximityTree class method) (PwTrafoPanelPipeline class method) (PyKANForecaster class method) (PyODDetector class method) (PytorchForecastingDeepAR class method) (PytorchForecastingNBeats class method) (PytorchForecastingNHiTS class method) (PytorchForecastingTFT class method) (RandomIntervalClassifier class method) (RandomIntervalFeatureExtractor class method) (RandomIntervals class method) (RandomIntervalSegmenter class method) (RandomIntervalSpectralEnsemble class method) (RandomSamplesAugmenter class method) (RandomShapeletTransform class method) (RBFForecaster class method) (RBFTransformer class method) (Reconciler class method) (ReconcilerForecaster class method) (RecursiveReductionForecaster class method) (RecursiveTabularRegressionForecaster class method) (RecursiveTimeSeriesRegressionForecaster class method) (ReducerTransform class method) (RegressorPipeline class method) (RelativeLoss class method) (Repeat class method) (RepeatBootstrapTransformer class method) (ResNetClassifier class method) (ResNetRegressor class method) (ReverseAugmenter class method) (Rocket class method) (RocketClassifier class method) (RocketPyts class method) (RocketRegressor class method) (SameLocSplitter class method) (SARIMAX class method) (SAX class method) (SAXlegacy class method) (ScaledAsinhTransformer class method) (ScaledLogitTransformer class method) (SCINetForecaster class method) (ScipyDist class method) (ScitypeHierarchical class method) (ScitypePanel class method) (ScitypeSeries class method) (ScitypeTable class method) (SeasonalDummiesOneHot class method) (SeasonalityACF class method) (SeasonalityACFqstat class method) (SeasonalityPeriodogram class method) (SeededBinarySegmentation class method) (SeriesDask class method) (SeriesGluontsList class method) (SeriesGluontsPandas class method) (SeriesNp2D class method) (SeriesPdDataFrame class method) (SeriesPdSeries class method) (SeriesPolarsEager class method) (SeriesXarray class method) (SFA class method) (SFAFast class method) (ShampooSales class method) (ShapeDTW class method) (ShapeletLearningClassifierPyts class method) (ShapeletLearningClassifierTslearn class method) (ShapeletTransform class method) (ShapeletTransformClassifier class method) (ShapeletTransformPyts class method) (SignatureClassifier class method) (SignatureKernel class method) (SignatureMoments class method) (SignatureTransformer class method) (SimpleRNNClassifier class method) (SimpleRNNRegressor class method) (SingleWindowSplitter class method) (SkforecastAutoreg class method) (SkforecastRecursive class method) (SklearnClassifierPipeline class method) (SklearnClustererPipeline class method) (SklearnRegressorPipeline class method) (SlidingGreedySplitter class method) (SlidingWindowSegmenter class method) (SlidingWindowSplitter class method) (SlopeTransformer class method) (SoftDtwDistTslearn class method) (Solar class method) (SplineTrendForecaster class method) (SplitterBootstrapTransformer class method) (SplitterSummarizer class method) (SqrtTransformer class method) (SquaredDistrLoss class method) (SquaringResiduals class method) (StackingForecaster class method) (StationarityADF class method) (StationarityADFArch class method) (StationarityDFGLS class method) (StationarityKPSS class method) (StationarityKPSSArch class method) (StationarityPhillipsPerron class method) (StationarityVarianceRatio class method) (StationarityZivotAndrews class method) (StatsForecastADIDA class method) (StatsForecastARCH class method) (StatsForecastAutoARIMA class method) (StatsForecastAutoCES class method) (StatsForecastAutoETS class method) (StatsForecastAutoTBATS class method) (StatsForecastAutoTheta class method) (StatsForecastGARCH class method) (StatsForecastMSTL class method) (StatsModelsARIMA class method) (StatThresholdAnomaliser class method) (STDBSCAN class method) (STLBootstrapTransformer class method) (STLForecaster class method) (STLTransformer class method) (STRAY class method) (SubLOF class method) (SubsequenceExtractionTransformer class method) (SummaryClassifier class method) (SummaryTransformer class method) (SupervisedIntervals class method) (SupervisedTimeSeriesForest class method) (TableListOfDict class method) (TableNp1D class method) (TableNp2D class method) (TablePdDataFrame class method) (TablePdSeries class method) (TablePolarsEager class method) (Tabularizer class method) (TabularToSeriesAdaptor class method) (TapNetClassifier class method) (TapNetRegressor class method) (TBATS class method) (TEASER class method) (Tecator class method) (TemporalDictionaryEnsemble class method) (TemporalTrainTestSplitter class method) (TemporianTransformer class method) (TestPlusTrainSplitter class method) (ThetaForecaster class method) (ThetaLinesTransformer class method) (ThetaModularForecaster class method) (ThresholdDetector class method) (TimeBinAggregate class method) (TimeBinner class method) (TimeLLMForecaster class method) (TimeMoEForecaster class method) (TimeSeriesDBSCAN class method) (TimeSeriesForestClassifier class method) (TimeSeriesForestRegressor class method) (TimeSeriesKernelKMeans class method) (TimeSeriesKMeans class method) (TimeSeriesKMeansTslearn class method) (TimeSeriesKMedoids class method) (TimeSeriesKShapes class method) (TimeSeriesKvisibility class method) (TimeSeriesSVC class method) (TimeSeriesSVCTslearn class method) (TimeSeriesSVRTslearn class method) (TimesFMForecaster class method) (TimeSince class method) (TinyTimeMixerForecaster class method) (TopdownReconciler class method) (TransformByLevel class method) (TransformedTargetForecaster class method) (TransformerPipeline class method) (TransformIf class method) (TransformSelectForecaster class method) (TrendForecaster class method) (TruncationTransformer class method) (TSBootstrapAdapter class method) (TSCGridSearchCV class method) (TSCStrategy class method) (TSCTask class method) (TSFreshClassifier class method) (TSFreshFeatureExtractor class method) (TSFreshRelevantFeatureExtractor class method) (TSInterpolator class method) (TSRGridSearchCV class method) (TSRStrategy class method) (TSRTask class method) (UnobservedComponents class method) (UpdateEvery class method) (UpdateRefitsEvery class method) (USChange class method) (VAR class method) (VARMAX class method) (VARReduce class method) (VECM class method) (VmdTransformer class method) (WEASEL class method) (WeightedEnsembleClassifier class method) (WhiteNoiseAugmenter class method) (WindowSegmenter class method) (WindowSummarizer class method) (YtoX class method) (ZeroAnomalies class method) (ZeroChangePoints class method) (ZeroSegments class method) get_param_names() (ADICVTransformer class method) (AggrDist class method) (Aggregator class method) (Airline class method) (AlignerDTW class method) (AlignerDtwDtai class method) (AlignerDTWfromDist class method) (AlignerDtwNumba class method) (AlignerEditNumba class method) (AlignerLuckyDtw class method) (AlignerNaive class method) (ARCH class method) (ARDL class method) (ARIMA class method) (ARLagOrderSelector class method) (ArrowHead class method) (Arsenal class method) (AUCalibration class method) (AutoARIMA class method) (AutoCorrelationTransformer class method) (AutoEnsembleForecaster class method) (AutoETS class method) (AutoREG class method) (AutoTS class method) (BaggingClassifier class method) (BaggingForecaster class method) (BaseClassifier class method) (BaseClusterer class method) (BaseDeepClassifier class method) (BaseDeepRegressor class method) (BaseEarlyClassifier class method) (BaseEstimator class method) (BaseForecaster class method) (BaseObject class method) (BasePairwiseTransformer class method) (BasePairwiseTransformerPanel class method) (BaseRegressor class method) (BaseStrategy class method) (BaseSupervisedLearningStrategy class method) (BaseTask class method) (BaseTimeSeriesLloyds class method) (BasicMotions class method) (BATS class method) (BinarySegmentation class method) (BKFilter class method) (Bollinger class method) (BOSSEnsemble class method) (BOSSVSClassifierPyts class method) (BottomUpReconciler class method) (BoxCoxBiasAdjustedForecaster class method) (BoxCoxTransformer class method) (CanonicalIntervalForest class method) (CAPA class method) (Catch22 class method) (Catch22Classifier class method) (Catch22Wrapper class method) (CFFilter class method) (ChronosForecaster class method) (CINNForecaster class method) (CircularBinarySegmentation class method) (ClaSPSegmentation class method) (ClaSPTransformer class method) (ClassifierPipeline class method) (ClearSky class method) (ClustererAsTransformer class method) (ClustererPipeline class method) (ClusterSegmenter class method) (CNNClassifier class method) (CNNRegressor class method) (CNTCClassifier class method) (CNTCRegressor class method) (ColumnConcatenator class method) (ColumnEnsembleClassifier class method) (ColumnEnsembleForecaster class method) (ColumnEnsembleTransformer class method) (ColumnSelect class method) (ColumnTransformer class method) (ColumnwiseTransformer class method) (CombinedDistance class method) (ComposableTimeSeriesForestClassifier class method) (ComposableTimeSeriesForestRegressor class method) (ConditionalDeseasonalizer class method) (ConformalIntervals class method) (ConstantPwTrafoPanel class method) (ConstraintViolation class method) (ContractableBOSS class method) (CosineTransformer class method) (CountryHolidaysTransformer class method) (Croston class method) (CRPS class method) (CtwDistTslearn class method) (CurveFitForecaster class method) (CutoffFhSplitter class method) (CutoffSplitter class method) (DartsLinearRegressionModel class method) (DartsRegressionModel class method) (DartsXGBModel class method) (DateTimeFeatures class method) (DerivativeSlopeTransformer class method) (Deseasonalizer class method) (DetectorAsTransformer class method) (DetectorPipeline class method) (Detrender class method) (Differencer class method) (DilationMappingTransformer class method) (DirectReductionForecaster class method) (DirectTabularRegressionForecaster class method) (DirectTimeSeriesRegressionForecaster class method) (DirRecTabularRegressionForecaster class method) (DirRecTimeSeriesRegressionForecaster class method) (DistanceFeatures class method) (DistFromAligner class method) (DistFromKernel class method) (DOBIN class method) (DontUpdate class method) (DrCIF class method) (DropNA class method) (DtwDist class method) (DtwDistTslearn class method) (DtwDtaidistMultiv class method) (DtwDtaidistUniv class method) (DtwPythonDist class method) (DummyClassifier class method) (DummyRegressor class method) (DummyRegularAnomalies class method) (DummyRegularChangePoints class method) (DWTTransformer class method) (DynamicFactor class method) (EAgglo class method) (EditDist class method) (ElasticEnsemble class method) (ElbowClassPairwise class method) (ElbowClassSum class method) (EmpiricalCoverage class method) (EnbPIForecaster class method) (EnsembleForecaster class method) (ESRNNForecaster class method) (ExpandingCutoffSplitter class method) (ExpandingGreedySplitter class method) (ExpandingSlidingWindowSplitter class method) (ExpandingWindowSplitter class method) (ExponentialSmoothing class method) (ExponentTransformer class method) (FallbackForecaster class method) (FCNClassifier class method) (FCNRegressor class method) (FeatureSelection class method) (FeatureUnion class method) (FhPlexForecaster class method) (Filter class method) (FinancialHolidaysTransformer class method) (FitInTransform class method) (FittedParamExtractor class method) (FixedParams class method) (FlatDist class method) (ForecastByLevel class method) (ForecastingGridSearchCV class method) (ForecastingOptunaSearchCV class method) (ForecastingPipeline class method) (ForecastingRandomizedSearchCV class method) (ForecastingSkoptSearchCV class method) (ForecastKnownValues class method) (ForecastX class method) (FourierFeatures class method) (FourierTransform class method) (FreshPRINCE class method) (FunctionParamFitter class method) (FunctionTransformer class method) (GAKernel class method) (GaussianHMM class method) (GeometricMeanAbsoluteError class method) (GeometricMeanRelativeAbsoluteError class method) (GeometricMeanRelativeSquaredError class method) (GeometricMeanSquaredError class method) (GMMHMM class method) (GreedyGaussianSegmentation class method) (GreykiteForecaster class method) (GroupbyCategoryForecaster class method) (GRUClassifier class method) (GRUFCNNClassifier class method) (GunPoint class method) (HampelFilter class method) (HCrystalBallAdapter class method) (HFTransformersForecaster class method) (HierarchicalDask class method) (HierarchicalPdMultiIndex class method) (HierarchicalPolarsEager class method) (HierarchicalProphet class method) (HierarchicalSalesToydata class method) (HierarchyEnsembleForecaster class method) (HIVECOTEV1 class method) (HIVECOTEV2 class method) (HMM class method) (HOG1DTransformer class method) (HolidayFeatures class method) (HPFilter class method) (HurstExponentTransformer class method) (Id class method) (IgnoreX class method) (Imputer class method) (InceptionTimeClassifier class method) (InceptionTimeRegressor class method) (IndepDist class method) (IndexSubset class method) (IndividualBOSS class method) (IndividualTDE class method) (InformationGainSegmentation class method) (InstanceSplitter class method) (IntervalSegmenter class method) (IntervalWidth class method) (InvertAugmenter class method) (InvertTransform class method) (ItalyPowerDemand class method) (IxToX class method) (JapaneseVowels class method) (KalmanFilterTransformerFP class method) (KalmanFilterTransformerPK class method) (KalmanFilterTransformerSIMD class method) (KernelFromDist class method) (KinematicFeatures class method) (KNeighborsTimeSeriesClassifier class method) (KNeighborsTimeSeriesClassifierPyts class method) (KNeighborsTimeSeriesClassifierTslearn class method) (KNeighborsTimeSeriesRegressor class method) (Lag class method) (LcssTslearn class method) (Logger class method) (LogLoss class method) (LogTransformer class method) (Longley class method) (LSTMFCNClassifier class method) (LSTMFCNRegressor class method) (LTSFDLinearForecaster class method) (LTSFLinearForecaster class method) (LTSFNLinearForecaster class method) (LTSFTransformerForecaster class method) (LuckyDtwDist class method) (Lynx class method) (M5Dataset class method) (MACNNClassifier class method) (MACNNRegressor class method) (Macroeconomic class method) (MAPAForecaster class method) (MatrixProfile class method) (MatrixProfileClassifier class method) (MatrixProfileTransformer class method) (MCDCNNClassifier class method) (MCDCNNRegressor class method) (MeanAbsoluteError class method) (MeanAbsolutePercentageError class method) (MeanAbsoluteScaledError class method) (MeanAsymmetricError class method) (MeanLinexError class method) (MeanRelativeAbsoluteError class method) (MeanSquaredError class method) (MeanSquaredErrorPercentage 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) (Merger class method) (MiddleOutReconciler class method) (MiniRocket class method) (MiniRocketMultivariate class method) (MiniRocketMultivariateVariable class method) (MLPClassifier class method) (MLPRegressor class method) (MOIRAIForecaster class method) (MomentFMClassifier class method) (MomentFMForecaster class method) (MovingBlockBootstrapTransformer class method) (MovingWindow class method) (MrSEQL class method) (MrSQM class method) (MSTL class method) (MultioutputTabularRegressionForecaster class method) (MultioutputTimeSeriesRegressionForecaster class method) (MultiplexClassifier class method) (MultiplexForecaster class method) (MultiplexRegressor class method) (MultiplexTransformer class method) (MultiRocket class method) (MultiRocketMultivariate class method) (MUSE class method) (MVCAPA class method) (MVTSTransformerClassifier class method) (NaiveForecaster class method) (NaiveVariance class method) (NeuralForecastDilatedRNN class method) (NeuralForecastGRU class method) (NeuralForecastLSTM class method) (NeuralForecastRNN class method) (NeuralForecastTCN class method) (NonNegativeOptimalReconciler class method) (OnlineEnsembleForecaster class method) (OptimalReconciler class method) (OptionalPassthrough class method) (OSULeaf class method) (PAA class method) (PAAlegacy class method) (PaddingTransformer class method) (PandasTransformAdaptor class method) (PanelDask class method) (PanelDfList class method) (PanelGluontsList class method) (PanelGluontsPandas class method) (PanelNp3D class method) (PanelPdMultiIndex class method) (PanelPolarsEager class method) (ParamFitterPipeline class method) (PartialAutoCorrelationTransformer class method) (PCATransformer class method) (PeakTimeFeature class method) (PELT class method) (Permute class method) (PinballLoss class method) (Pipeline class method) (PLAID class method) (PlateauFinder class method) (PluginParamsForecaster class method) (PluginParamsTransformer class method) (PoissonHMM class method) (PolynomialTrendForecaster class method) (ProbabilityThresholdEarlyClassifier class method) (Prophet class method) (ProphetPiecewiseLinearTrendForecaster class method) (Prophetverse class method) (ProximityForest class method) (ProximityStump class method) (ProximityTree class method) (PwTrafoPanelPipeline class method) (PyKANForecaster class method) (PyODDetector class method) (PytorchForecastingDeepAR class method) (PytorchForecastingNBeats class method) (PytorchForecastingNHiTS class method) (PytorchForecastingTFT class method) (RandomIntervalClassifier class method) (RandomIntervalFeatureExtractor class method) (RandomIntervals class method) (RandomIntervalSegmenter class method) (RandomIntervalSpectralEnsemble class method) (RandomSamplesAugmenter class method) (RandomShapeletTransform class method) (RBFForecaster class method) (RBFTransformer class method) (Reconciler class method) (ReconcilerForecaster class method) (RecursiveReductionForecaster class method) (RecursiveTabularRegressionForecaster class method) (RecursiveTimeSeriesRegressionForecaster class method) (ReducerTransform class method) (RegressorPipeline class method) (RelativeLoss class method) (Repeat class method) (RepeatBootstrapTransformer class method) (ResNetClassifier class method) (ResNetRegressor class method) (ReverseAugmenter class method) (Rocket class method) (RocketClassifier class method) (RocketPyts class method) (RocketRegressor class method) (SameLocSplitter class method) (SARIMAX class method) (SAX class method) (SAXlegacy class method) (ScaledAsinhTransformer class method) (ScaledLogitTransformer class method) (SCINetForecaster class method) (ScipyDist class method) (ScitypeHierarchical class method) (ScitypePanel class method) (ScitypeSeries class method) (ScitypeTable class method) (SeasonalDummiesOneHot class method) (SeasonalityACF class method) (SeasonalityACFqstat class method) (SeasonalityPeriodogram class method) (SeededBinarySegmentation class method) (SeriesDask class method) (SeriesGluontsList class method) (SeriesGluontsPandas class method) (SeriesNp2D class method) (SeriesPdDataFrame class method) (SeriesPdSeries class method) (SeriesPolarsEager class method) (SeriesXarray class method) (SFA class method) (SFAFast class method) (ShampooSales class method) (ShapeDTW class method) (ShapeletLearningClassifierPyts class method) (ShapeletLearningClassifierTslearn class method) (ShapeletTransform class method) (ShapeletTransformClassifier class method) (ShapeletTransformPyts class method) (SignatureClassifier class method) (SignatureKernel class method) (SignatureMoments class method) (SignatureTransformer class method) (SimpleRNNClassifier class method) (SimpleRNNRegressor class method) (SingleWindowSplitter class method) (SkforecastAutoreg class method) (SkforecastRecursive class method) (SklearnClassifierPipeline class method) (SklearnClustererPipeline class method) (SklearnRegressorPipeline class method) (SlidingGreedySplitter class method) (SlidingWindowSegmenter class method) (SlidingWindowSplitter class method) (SlopeTransformer class method) (SoftDtwDistTslearn class method) (Solar class method) (SplineTrendForecaster class method) (SplitterBootstrapTransformer class method) (SplitterSummarizer class method) (SqrtTransformer class method) (SquaredDistrLoss class method) (SquaringResiduals class method) (StackingForecaster class method) (StationarityADF class method) (StationarityADFArch class method) (StationarityDFGLS class method) (StationarityKPSS class method) (StationarityKPSSArch class method) (StationarityPhillipsPerron class method) (StationarityVarianceRatio class method) (StationarityZivotAndrews class method) (StatsForecastADIDA class method) (StatsForecastARCH class method) (StatsForecastAutoARIMA class method) (StatsForecastAutoCES class method) (StatsForecastAutoETS class method) (StatsForecastAutoTBATS class method) (StatsForecastAutoTheta class method) (StatsForecastGARCH class method) (StatsForecastMSTL class method) (StatsModelsARIMA class method) (StatThresholdAnomaliser class method) (STDBSCAN class method) (STLBootstrapTransformer class method) (STLForecaster class method) (STLTransformer class method) (STRAY class method) (SubLOF class method) (SubsequenceExtractionTransformer class method) (SummaryClassifier class method) (SummaryTransformer class method) (SupervisedIntervals class method) (SupervisedTimeSeriesForest class method) (TableListOfDict class method) (TableNp1D class method) (TableNp2D class method) (TablePdDataFrame class method) (TablePdSeries class method) (TablePolarsEager class method) (Tabularizer class method) (TabularToSeriesAdaptor class method) (TapNetClassifier class method) (TapNetRegressor class method) (TBATS class method) (TEASER class method) (Tecator class method) (TemporalDictionaryEnsemble class method) (TemporalTrainTestSplitter class method) (TemporianTransformer class method) (TestPlusTrainSplitter class method) (ThetaForecaster class method) (ThetaLinesTransformer class method) (ThetaModularForecaster class method) (ThresholdDetector class method) (TimeBinAggregate class method) (TimeBinner class method) (TimeLLMForecaster class method) (TimeMoEForecaster class method) (TimeSeriesDBSCAN class method) (TimeSeriesForestClassifier class method) (TimeSeriesForestRegressor class method) (TimeSeriesKernelKMeans class method) (TimeSeriesKMeans class method) (TimeSeriesKMeansTslearn class method) (TimeSeriesKMedoids class method) (TimeSeriesKShapes class method) (TimeSeriesKvisibility class method) (TimeSeriesSVC class method) (TimeSeriesSVCTslearn class method) (TimeSeriesSVRTslearn class method) (TimesFMForecaster class method) (TimeSince class method) (TinyTimeMixerForecaster class method) (TopdownReconciler class method) (TransformByLevel class method) (TransformedTargetForecaster class method) (TransformerPipeline class method) (TransformIf class method) (TransformSelectForecaster class method) (TrendForecaster class method) (TruncationTransformer class method) (TSBootstrapAdapter class method) (TSCGridSearchCV class method) (TSCStrategy class method) (TSCTask class method) (TSFreshClassifier class method) (TSFreshFeatureExtractor class method) (TSFreshRelevantFeatureExtractor class method) (TSInterpolator class method) (TSRGridSearchCV class method) (TSRStrategy class method) (TSRTask class method) (UnobservedComponents class method) (UpdateEvery class method) (UpdateRefitsEvery class method) (USChange class method) (VAR class method) (VARMAX class method) (VARReduce class method) (VECM class method) (VmdTransformer class method) (WEASEL class method) (WeightedEnsembleClassifier class method) (WhiteNoiseAugmenter class method) (WindowSegmenter class method) (WindowSummarizer class method) (YtoX class method) (ZeroAnomalies class method) (ZeroChangePoints class method) (ZeroSegments class method) get_params() (ADICVTransformer method) (AggrDist method) (Aggregator method) (Airline method) (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) (ARCH method) (ARDL method) (ARIMA method) (ARLagOrderSelector method) (ArrowHead method) (Arsenal method) (AUCalibration method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingClassifier method) (BaggingForecaster method) (BaseClassifier method) (BaseClusterer method) (BaseDeepClassifier method) (BaseDeepRegressor method) (BaseEarlyClassifier method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BasePairwiseTransformer method) (BasePairwiseTransformerPanel method) (BaseRegressor method) (BaseStrategy method) (BaseSupervisedLearningStrategy method) (BaseTask method) (BaseTimeSeriesLloyds method) (BasicMotions method) (BATS method) (BinarySegmentation method) (BKFilter method) (Bollinger method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (BottomUpReconciler method) (BoxCoxBiasAdjustedForecaster method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (CAPA method) (Catch22 method) (Catch22Classifier method) (Catch22Wrapper method) (CFFilter method) (ChronosForecaster method) (CINNForecaster method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClaSPTransformer method) (ClassifierPipeline method) (ClearSky method) (ClustererAsTransformer method) (ClustererPipeline method) (ClusterSegmenter method) (CNNClassifier method) (CNNRegressor method) (CNTCClassifier method) (CNTCRegressor method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnEnsembleTransformer method) (ColumnSelect method) (ColumnTransformer method) (ColumnwiseTransformer method) (CombinedDistance method) (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ConstantPwTrafoPanel method) (ConstraintViolation method) (ContinuousIntervalTree method) (ContractableBOSS method) (CosineTransformer method) (CountryHolidaysTransformer method) (Croston method) (CRPS method) (CtwDistTslearn method) (CurveFitForecaster method) (CutoffFhSplitter method) (CutoffSplitter method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (DetectorAsTransformer method) (DetectorPipeline method) (Detrender method) (Differencer method) (DilationMappingTransformer method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DistanceFeatures method) (DistFromAligner method) (DistFromKernel method) (DOBIN method) (DontUpdate method) (DrCIF method) (DropNA method) (DtwDist method) (DtwDistTslearn method) (DtwDtaidistMultiv method) (DtwDtaidistUniv method) (DtwPythonDist method) (DummyClassifier method) (DummyRegressor method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DWTTransformer method) (DynamicFactor method) (EAgglo method) (EditDist method) (ElasticEnsemble method) (ElbowClassPairwise method) (ElbowClassSum method) (EmpiricalCoverage method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExpandingCutoffSplitter method) (ExpandingGreedySplitter method) (ExpandingSlidingWindowSplitter method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FallbackForecaster method) (FCNClassifier method) (FCNRegressor method) (FeatureSelection method) (FeatureUnion method) (FhPlexForecaster method) (Filter method) (FinancialHolidaysTransformer method) (FitInTransform method) (FittedParamExtractor method) (FixedParams method) (FlatDist method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FourierFeatures method) (FourierTransform method) (FreshPRINCE method) (FunctionParamFitter method) (FunctionTransformer method) (GAKernel method) (GaussianHMM method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (GMMHMM method) (GreedyGaussianSegmentation method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (GRUClassifier method) (GRUFCNNClassifier method) (GunPoint method) (HampelFilter method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalDask method) (HierarchicalPdMultiIndex method) (HierarchicalPolarsEager method) (HierarchicalProphet method) (HierarchicalSalesToydata method) (HierarchyEnsembleForecaster method) (HIVECOTEV1 method) (HIVECOTEV2 method) (HMM method) (HOG1DTransformer method) (HolidayFeatures method) (HPFilter method) (HurstExponentTransformer method) (Id method) (IgnoreX method) (Imputer method) (InceptionTimeClassifier method) (InceptionTimeRegressor method) (IndepDist method) (IndexSubset method) (IndividualBOSS method) (IndividualTDE method) (InformationGainSegmentation method) (InstanceSplitter method) (IntervalSegmenter method) (IntervalWidth method) (InvertAugmenter method) (InvertTransform method) (ItalyPowerDemand method) (IxToX method) (JapaneseVowels method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KalmanFilterTransformerSIMD method) (KernelFromDist method) (KinematicFeatures method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (KNeighborsTimeSeriesRegressor method) (Lag method) (LcssTslearn method) (Logger method) (LogLoss method) (LogTransformer method) (Longley method) (LSTMFCNClassifier method) (LSTMFCNRegressor method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (LuckyDtwDist method) (Lynx method) (M5Dataset method) (MACNNClassifier method) (MACNNRegressor method) (Macroeconomic method) (MAPAForecaster method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MCDCNNClassifier method) (MCDCNNRegressor method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredErrorPercentage method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (Merger method) (MiddleOutReconciler method) (MiniRocket method) (MiniRocketMultivariate method) (MiniRocketMultivariateVariable method) (MLPClassifier method) (MLPRegressor method) (MOIRAIForecaster method) (MomentFMClassifier method) (MomentFMForecaster method) (MovingBlockBootstrapTransformer method) (MovingWindow method) (MrSEQL method) (MrSQM method) (MSTL method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexClassifier method) (MultiplexForecaster method) (MultiplexRegressor method) (MultiplexTransformer method) (MultiRocket method) (MultiRocketMultivariate method) (MUSE method) (MVCAPA method) (MVTSTransformerClassifier method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (NonNegativeOptimalReconciler method) (OnlineEnsembleForecaster method) (OptimalReconciler method) (OptionalPassthrough method) (OSULeaf method) (PAA method) (PAAlegacy method) (PaddingTransformer method) (PandasTransformAdaptor method) (PanelDask method) (PanelDfList method) (PanelGluontsList method) (PanelGluontsPandas method) (PanelNp3D method) (PanelPdMultiIndex method) (PanelPolarsEager method) (ParamFitterPipeline method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PeakTimeFeature method) (PELT method) (Permute method) (PinballLoss method) (Pipeline method) (PLAID method) (PlateauFinder method) (PluginParamsForecaster method) (PluginParamsTransformer method) (PoissonHMM method) (PolynomialTrendForecaster method) (ProbabilityThresholdEarlyClassifier method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PwTrafoPanelPipeline method) (PyKANForecaster method) (PyODDetector method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervals method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RandomShapeletTransform method) (RBFForecaster method) (RBFTransformer method) (Reconciler method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ReducerTransform method) (RegressorPipeline method) (RelativeLoss method) (Repeat method) (RepeatBootstrapTransformer method) (ResNetClassifier method) (ResNetRegressor method) (ReverseAugmenter method) (Rocket method) (RocketClassifier method) (RocketPyts method) (RocketRegressor method) (RotationForest method) (SameLocSplitter method) (SARIMAX method) (SAX method) (SAXlegacy method) (ScaledAsinhTransformer method) (ScaledLogitTransformer method) (SCINetForecaster method) (ScipyDist method) (ScitypeHierarchical method) (ScitypePanel method) (ScitypeSeries method) (ScitypeTable method) (SeasonalDummiesOneHot method) (SeasonalityACF method) (SeasonalityACFqstat method) (SeasonalityPeriodogram method) (SeededBinarySegmentation method) (SeriesDask method) (SeriesGluontsList method) (SeriesGluontsPandas method) (SeriesNp2D method) (SeriesPdDataFrame method) (SeriesPdSeries method) (SeriesPolarsEager method) (SeriesXarray method) (SFA method) (SFAFast method) (ShampooSales method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransform method) (ShapeletTransformClassifier method) (ShapeletTransformPyts method) (SignatureClassifier method) (SignatureKernel method) (SignatureMoments method) (SignatureTransformer method) (SimpleRNNClassifier method) (SimpleRNNRegressor method) (SingleWindowSplitter method) (SkforecastAutoreg method) (SkforecastRecursive method) (SklearnClassifierPipeline method) (SklearnClustererPipeline method) (SklearnRegressorPipeline method) (SlidingGreedySplitter method) (SlidingWindowSegmenter method) (SlidingWindowSplitter method) (SlopeTransformer method) (SoftDtwDistTslearn method) (Solar method) (SplineTrendForecaster method) (SplitterBootstrapTransformer method) (SplitterSummarizer method) (SqrtTransformer method) (SquaredDistrLoss method) (SquaringResiduals method) (StackingForecaster method) (StationarityADF method) (StationarityADFArch method) (StationarityDFGLS method) (StationarityKPSS method) (StationarityKPSSArch method) (StationarityPhillipsPerron method) (StationarityVarianceRatio method) (StationarityZivotAndrews method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (StatThresholdAnomaliser method) (STDBSCAN method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (STRAY method) (SubLOF method) (SubsequenceExtractionTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedIntervals method) (SupervisedTimeSeriesForest method) (TableListOfDict method) (TableNp1D method) (TableNp2D method) (TablePdDataFrame method) (TablePdSeries method) (TablePolarsEager method) (Tabularizer method) (TabularToSeriesAdaptor method) (TapNetClassifier method) (TapNetRegressor method) (TBATS method) (TEASER method) (Tecator method) (TemporalDictionaryEnsemble method) (TemporalTrainTestSplitter method) (TemporianTransformer method) (TestPlusTrainSplitter method) (ThetaForecaster method) (ThetaLinesTransformer method) (ThetaModularForecaster method) (ThresholdDetector method) (TimeBinAggregate method) (TimeBinner method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimeSeriesDBSCAN method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMeansTslearn method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesKvisibility method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TimeSeriesSVRTslearn method) (TimesFMForecaster method) (TimeSince method) (TinyTimeMixerForecaster method) (TopdownReconciler method) (TransformByLevel method) (TransformedTargetForecaster method) (TransformerPipeline method) (TransformIf method) (TransformSelectForecaster method) (TrendForecaster method) (TruncationTransformer method) (TSBootstrapAdapter method) (TSCGridSearchCV method) (TSCStrategy method) (TSCTask method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (TSInterpolator method) (TSRGridSearchCV method) (TSRStrategy method) (TSRTask method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (USChange method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (VmdTransformer method) (WEASEL method) (WeightedEnsembleClassifier method) (WhiteNoiseAugmenter method) (WindowSegmenter method) (WindowSummarizer method) (YtoX method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) get_shapelets() (ShapeletTransform method) get_state_info() (BaseEarlyClassifier method) (TEASER method) get_tag() (ADICVTransformer method) (AggrDist method) (Aggregator method) (Airline method) (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) (ARCH method) (ARDL method) (ARIMA method) (ARLagOrderSelector method) (ArrowHead method) (Arsenal method) (AUCalibration method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingClassifier method) (BaggingForecaster method) (BaseClassifier method) (BaseClusterer method) (BaseDeepClassifier method) (BaseDeepRegressor method) (BaseEarlyClassifier method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BasePairwiseTransformer method) (BasePairwiseTransformerPanel method) (BaseRegressor method) (BaseStrategy method) (BaseSupervisedLearningStrategy method) (BaseTask method) (BaseTimeSeriesLloyds method) (BasicMotions method) (BATS method) (BinarySegmentation method) (BKFilter method) (Bollinger method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (BottomUpReconciler method) (BoxCoxBiasAdjustedForecaster method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (CAPA method) (Catch22 method) (Catch22Classifier method) (Catch22Wrapper method) (CFFilter method) (ChronosForecaster method) (CINNForecaster method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClaSPTransformer method) (ClassifierPipeline method) (ClearSky method) (ClustererAsTransformer method) (ClustererPipeline method) (ClusterSegmenter method) (CNNClassifier method) (CNNRegressor method) (CNTCClassifier method) (CNTCRegressor method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnEnsembleTransformer method) (ColumnSelect method) (ColumnTransformer method) (ColumnwiseTransformer method) (CombinedDistance method) (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ConstantPwTrafoPanel method) (ConstraintViolation method) (ContractableBOSS method) (CosineTransformer method) (CountryHolidaysTransformer method) (Croston method) (CRPS method) (CtwDistTslearn method) (CurveFitForecaster method) (CutoffFhSplitter method) (CutoffSplitter method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (DetectorAsTransformer method) (DetectorPipeline method) (Detrender method) (Differencer method) (DilationMappingTransformer method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DistanceFeatures method) (DistFromAligner method) (DistFromKernel method) (DOBIN method) (DontUpdate method) (DrCIF method) (DropNA method) (DtwDist method) (DtwDistTslearn method) (DtwDtaidistMultiv method) (DtwDtaidistUniv method) (DtwPythonDist method) (DummyClassifier method) (DummyRegressor method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DWTTransformer method) (DynamicFactor method) (EAgglo method) (EditDist method) (ElasticEnsemble method) (ElbowClassPairwise method) (ElbowClassSum method) (EmpiricalCoverage method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExpandingCutoffSplitter method) (ExpandingGreedySplitter method) (ExpandingSlidingWindowSplitter method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FallbackForecaster method) (FCNClassifier method) (FCNRegressor method) (FeatureSelection method) (FeatureUnion method) (FhPlexForecaster method) (Filter method) (FinancialHolidaysTransformer method) (FitInTransform method) (FittedParamExtractor method) (FixedParams method) (FlatDist method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FourierFeatures method) (FourierTransform method) (FreshPRINCE method) (FunctionParamFitter method) (FunctionTransformer method) (GAKernel method) (GaussianHMM method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (GMMHMM method) (GreedyGaussianSegmentation method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (GRUClassifier method) (GRUFCNNClassifier method) (GunPoint method) (HampelFilter method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalDask method) (HierarchicalPdMultiIndex method) (HierarchicalPolarsEager method) (HierarchicalProphet method) (HierarchicalSalesToydata method) (HierarchyEnsembleForecaster method) (HIVECOTEV1 method) (HIVECOTEV2 method) (HMM method) (HOG1DTransformer method) (HolidayFeatures method) (HPFilter method) (HurstExponentTransformer method) (Id method) (IgnoreX method) (Imputer method) (InceptionTimeClassifier method) (InceptionTimeRegressor method) (IndepDist method) (IndexSubset method) (IndividualBOSS method) (IndividualTDE method) (InformationGainSegmentation method) (InstanceSplitter method) (IntervalSegmenter method) (IntervalWidth method) (InvertAugmenter method) (InvertTransform method) (ItalyPowerDemand method) (IxToX method) (JapaneseVowels method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KalmanFilterTransformerSIMD method) (KernelFromDist method) (KinematicFeatures method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (KNeighborsTimeSeriesRegressor method) (Lag method) (LcssTslearn method) (Logger method) (LogLoss method) (LogTransformer method) (Longley method) (LSTMFCNClassifier method) (LSTMFCNRegressor method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (LuckyDtwDist method) (Lynx method) (M5Dataset method) (MACNNClassifier method) (MACNNRegressor method) (Macroeconomic method) (MAPAForecaster method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MCDCNNClassifier method) (MCDCNNRegressor method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredErrorPercentage method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (Merger method) (MiddleOutReconciler method) (MiniRocket method) (MiniRocketMultivariate method) (MiniRocketMultivariateVariable method) (MLPClassifier method) (MLPRegressor method) (MOIRAIForecaster method) (MomentFMClassifier method) (MomentFMForecaster method) (MovingBlockBootstrapTransformer method) (MovingWindow method) (MrSEQL method) (MrSQM method) (MSTL method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexClassifier method) (MultiplexForecaster method) (MultiplexRegressor method) (MultiplexTransformer method) (MultiRocket method) (MultiRocketMultivariate method) (MUSE method) (MVCAPA method) (MVTSTransformerClassifier method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (NonNegativeOptimalReconciler method) (OnlineEnsembleForecaster method) (OptimalReconciler method) (OptionalPassthrough method) (OSULeaf method) (PAA method) (PAAlegacy method) (PaddingTransformer method) (PandasTransformAdaptor method) (PanelDask method) (PanelDfList method) (PanelGluontsList method) (PanelGluontsPandas method) (PanelNp3D method) (PanelPdMultiIndex method) (PanelPolarsEager method) (ParamFitterPipeline method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PeakTimeFeature method) (PELT method) (Permute method) (PinballLoss method) (Pipeline method) (PLAID method) (PlateauFinder method) (PluginParamsForecaster method) (PluginParamsTransformer method) (PoissonHMM method) (PolynomialTrendForecaster method) (ProbabilityThresholdEarlyClassifier method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PwTrafoPanelPipeline method) (PyKANForecaster method) (PyODDetector method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervals method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RandomShapeletTransform method) (RBFForecaster method) (RBFTransformer method) (Reconciler method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ReducerTransform method) (RegressorPipeline method) (RelativeLoss method) (Repeat method) (RepeatBootstrapTransformer method) (ResNetClassifier method) (ResNetRegressor method) (ReverseAugmenter method) (Rocket method) (RocketClassifier method) (RocketPyts method) (RocketRegressor method) (SameLocSplitter method) (SARIMAX method) (SAX method) (SAXlegacy method) (ScaledAsinhTransformer method) (ScaledLogitTransformer method) (SCINetForecaster method) (ScipyDist method) (ScitypeHierarchical method) (ScitypePanel method) (ScitypeSeries method) (ScitypeTable method) (SeasonalDummiesOneHot method) (SeasonalityACF method) (SeasonalityACFqstat method) (SeasonalityPeriodogram method) (SeededBinarySegmentation method) (SeriesDask method) (SeriesGluontsList method) (SeriesGluontsPandas method) (SeriesNp2D method) (SeriesPdDataFrame method) (SeriesPdSeries method) (SeriesPolarsEager method) (SeriesXarray method) (SFA method) (SFAFast method) (ShampooSales method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransform method) (ShapeletTransformClassifier method) (ShapeletTransformPyts method) (SignatureClassifier method) (SignatureKernel method) (SignatureMoments method) (SignatureTransformer method) (SimpleRNNClassifier method) (SimpleRNNRegressor method) (SingleWindowSplitter method) (SkforecastAutoreg method) (SkforecastRecursive method) (SklearnClassifierPipeline method) (SklearnClustererPipeline method) (SklearnRegressorPipeline method) (SlidingGreedySplitter method) (SlidingWindowSegmenter method) (SlidingWindowSplitter method) (SlopeTransformer method) (SoftDtwDistTslearn method) (Solar method) (SplineTrendForecaster method) (SplitterBootstrapTransformer method) (SplitterSummarizer method) (SqrtTransformer method) (SquaredDistrLoss method) (SquaringResiduals method) (StackingForecaster method) (StationarityADF method) (StationarityADFArch method) (StationarityDFGLS method) (StationarityKPSS method) (StationarityKPSSArch method) (StationarityPhillipsPerron method) (StationarityVarianceRatio method) (StationarityZivotAndrews method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (StatThresholdAnomaliser method) (STDBSCAN method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (STRAY method) (SubLOF method) (SubsequenceExtractionTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedIntervals method) (SupervisedTimeSeriesForest method) (TableListOfDict method) (TableNp1D method) (TableNp2D method) (TablePdDataFrame method) (TablePdSeries method) (TablePolarsEager method) (Tabularizer method) (TabularToSeriesAdaptor method) (TapNetClassifier method) (TapNetRegressor method) (TBATS method) (TEASER method) (Tecator method) (TemporalDictionaryEnsemble method) (TemporalTrainTestSplitter method) (TemporianTransformer method) (TestPlusTrainSplitter method) (ThetaForecaster method) (ThetaLinesTransformer method) (ThetaModularForecaster method) (ThresholdDetector method) (TimeBinAggregate method) (TimeBinner method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimeSeriesDBSCAN method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMeansTslearn method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesKvisibility method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TimeSeriesSVRTslearn method) (TimesFMForecaster method) (TimeSince method) (TinyTimeMixerForecaster method) (TopdownReconciler method) (TransformByLevel method) (TransformedTargetForecaster method) (TransformerPipeline method) (TransformIf method) (TransformSelectForecaster method) (TrendForecaster method) (TruncationTransformer method) (TSBootstrapAdapter method) (TSCGridSearchCV method) (TSCStrategy method) (TSCTask method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (TSInterpolator method) (TSRGridSearchCV method) (TSRStrategy method) (TSRTask method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (USChange method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (VmdTransformer method) (WEASEL method) (WeightedEnsembleClassifier method) (WhiteNoiseAugmenter method) (WindowSegmenter method) (WindowSummarizer method) (YtoX method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) get_tags() (ADICVTransformer method) (AggrDist method) (Aggregator method) (Airline method) (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) (ARCH method) (ARDL method) (ARIMA method) (ARLagOrderSelector method) (ArrowHead method) (Arsenal method) (AUCalibration method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingClassifier method) (BaggingForecaster method) (BaseClassifier method) (BaseClusterer method) (BaseDeepClassifier method) (BaseDeepRegressor method) (BaseEarlyClassifier method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BasePairwiseTransformer method) (BasePairwiseTransformerPanel method) (BaseRegressor method) (BaseStrategy method) (BaseSupervisedLearningStrategy method) (BaseTask method) (BaseTimeSeriesLloyds method) (BasicMotions method) (BATS method) (BinarySegmentation method) (BKFilter method) (Bollinger method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (BottomUpReconciler method) (BoxCoxBiasAdjustedForecaster method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (CAPA method) (Catch22 method) (Catch22Classifier method) (Catch22Wrapper method) (CFFilter method) (ChronosForecaster method) (CINNForecaster method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClaSPTransformer method) (ClassifierPipeline method) (ClearSky method) (ClustererAsTransformer method) (ClustererPipeline method) (ClusterSegmenter method) (CNNClassifier method) (CNNRegressor method) (CNTCClassifier method) (CNTCRegressor method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnEnsembleTransformer method) (ColumnSelect method) (ColumnTransformer method) (ColumnwiseTransformer method) (CombinedDistance method) (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ConstantPwTrafoPanel method) (ConstraintViolation method) (ContractableBOSS method) (CosineTransformer method) (CountryHolidaysTransformer method) (Croston method) (CRPS method) (CtwDistTslearn method) (CurveFitForecaster method) (CutoffFhSplitter method) (CutoffSplitter method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (DetectorAsTransformer method) (DetectorPipeline method) (Detrender method) (Differencer method) (DilationMappingTransformer method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DistanceFeatures method) (DistFromAligner method) (DistFromKernel method) (DOBIN method) (DontUpdate method) (DrCIF method) (DropNA method) (DtwDist method) (DtwDistTslearn method) (DtwDtaidistMultiv method) (DtwDtaidistUniv method) (DtwPythonDist method) (DummyClassifier method) (DummyRegressor method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DWTTransformer method) (DynamicFactor method) (EAgglo method) (EditDist method) (ElasticEnsemble method) (ElbowClassPairwise method) (ElbowClassSum method) (EmpiricalCoverage method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExpandingCutoffSplitter method) (ExpandingGreedySplitter method) (ExpandingSlidingWindowSplitter method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FallbackForecaster method) (FCNClassifier method) (FCNRegressor method) (FeatureSelection method) (FeatureUnion method) (FhPlexForecaster method) (Filter method) (FinancialHolidaysTransformer method) (FitInTransform method) (FittedParamExtractor method) (FixedParams method) (FlatDist method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FourierFeatures method) (FourierTransform method) (FreshPRINCE method) (FunctionParamFitter method) (FunctionTransformer method) (GAKernel method) (GaussianHMM method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (GMMHMM method) (GreedyGaussianSegmentation method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (GRUClassifier method) (GRUFCNNClassifier method) (GunPoint method) (HampelFilter method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalDask method) (HierarchicalPdMultiIndex method) (HierarchicalPolarsEager method) (HierarchicalProphet method) (HierarchicalSalesToydata method) (HierarchyEnsembleForecaster method) (HIVECOTEV1 method) (HIVECOTEV2 method) (HMM method) (HOG1DTransformer method) (HolidayFeatures method) (HPFilter method) (HurstExponentTransformer method) (Id method) (IgnoreX method) (Imputer method) (InceptionTimeClassifier method) (InceptionTimeRegressor method) (IndepDist method) (IndexSubset method) (IndividualBOSS method) (IndividualTDE method) (InformationGainSegmentation method) (InstanceSplitter method) (IntervalSegmenter method) (IntervalWidth method) (InvertAugmenter method) (InvertTransform method) (ItalyPowerDemand method) (IxToX method) (JapaneseVowels method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KalmanFilterTransformerSIMD method) (KernelFromDist method) (KinematicFeatures method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (KNeighborsTimeSeriesRegressor method) (Lag method) (LcssTslearn method) (Logger method) (LogLoss method) (LogTransformer method) (Longley method) (LSTMFCNClassifier method) (LSTMFCNRegressor method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (LuckyDtwDist method) (Lynx method) (M5Dataset method) (MACNNClassifier method) (MACNNRegressor method) (Macroeconomic method) (MAPAForecaster method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MCDCNNClassifier method) (MCDCNNRegressor method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredErrorPercentage method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (Merger method) (MiddleOutReconciler method) (MiniRocket method) (MiniRocketMultivariate method) (MiniRocketMultivariateVariable method) (MLPClassifier method) (MLPRegressor method) (MOIRAIForecaster method) (MomentFMClassifier method) (MomentFMForecaster method) (MovingBlockBootstrapTransformer method) (MovingWindow method) (MrSEQL method) (MrSQM method) (MSTL method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexClassifier method) (MultiplexForecaster method) (MultiplexRegressor method) (MultiplexTransformer method) (MultiRocket method) (MultiRocketMultivariate method) (MUSE method) (MVCAPA method) (MVTSTransformerClassifier method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (NonNegativeOptimalReconciler method) (OnlineEnsembleForecaster method) (OptimalReconciler method) (OptionalPassthrough method) (OSULeaf method) (PAA method) (PAAlegacy method) (PaddingTransformer method) (PandasTransformAdaptor method) (PanelDask method) (PanelDfList method) (PanelGluontsList method) (PanelGluontsPandas method) (PanelNp3D method) (PanelPdMultiIndex method) (PanelPolarsEager method) (ParamFitterPipeline method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PeakTimeFeature method) (PELT method) (Permute method) (PinballLoss method) (Pipeline method) (PLAID method) (PlateauFinder method) (PluginParamsForecaster method) (PluginParamsTransformer method) (PoissonHMM method) (PolynomialTrendForecaster method) (ProbabilityThresholdEarlyClassifier method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PwTrafoPanelPipeline method) (PyKANForecaster method) (PyODDetector method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervals method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RandomShapeletTransform method) (RBFForecaster method) (RBFTransformer method) (Reconciler method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ReducerTransform method) (RegressorPipeline method) (RelativeLoss method) (Repeat method) (RepeatBootstrapTransformer method) (ResNetClassifier method) (ResNetRegressor method) (ReverseAugmenter method) (Rocket method) (RocketClassifier method) (RocketPyts method) (RocketRegressor method) (SameLocSplitter method) (SARIMAX method) (SAX method) (SAXlegacy method) (ScaledAsinhTransformer method) (ScaledLogitTransformer method) (SCINetForecaster method) (ScipyDist method) (ScitypeHierarchical method) (ScitypePanel method) (ScitypeSeries method) (ScitypeTable method) (SeasonalDummiesOneHot method) (SeasonalityACF method) (SeasonalityACFqstat method) (SeasonalityPeriodogram method) (SeededBinarySegmentation method) (SeriesDask method) (SeriesGluontsList method) (SeriesGluontsPandas method) (SeriesNp2D method) (SeriesPdDataFrame method) (SeriesPdSeries method) (SeriesPolarsEager method) (SeriesXarray method) (SFA method) (SFAFast method) (ShampooSales method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransform method) (ShapeletTransformClassifier method) (ShapeletTransformPyts method) (SignatureClassifier method) (SignatureKernel method) (SignatureMoments method) (SignatureTransformer method) (SimpleRNNClassifier method) (SimpleRNNRegressor method) (SingleWindowSplitter method) (SkforecastAutoreg method) (SkforecastRecursive method) (SklearnClassifierPipeline method) (SklearnClustererPipeline method) (SklearnRegressorPipeline method) (SlidingGreedySplitter method) (SlidingWindowSegmenter method) (SlidingWindowSplitter method) (SlopeTransformer method) (SoftDtwDistTslearn method) (Solar method) (SplineTrendForecaster method) (SplitterBootstrapTransformer method) (SplitterSummarizer method) (SqrtTransformer method) (SquaredDistrLoss method) (SquaringResiduals method) (StackingForecaster method) (StationarityADF method) (StationarityADFArch method) (StationarityDFGLS method) (StationarityKPSS method) (StationarityKPSSArch method) (StationarityPhillipsPerron method) (StationarityVarianceRatio method) (StationarityZivotAndrews method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (StatThresholdAnomaliser method) (STDBSCAN method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (STRAY method) (SubLOF method) (SubsequenceExtractionTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedIntervals method) (SupervisedTimeSeriesForest method) (TableListOfDict method) (TableNp1D method) (TableNp2D method) (TablePdDataFrame method) (TablePdSeries method) (TablePolarsEager method) (Tabularizer method) (TabularToSeriesAdaptor method) (TapNetClassifier method) (TapNetRegressor method) (TBATS method) (TEASER method) (Tecator method) (TemporalDictionaryEnsemble method) (TemporalTrainTestSplitter method) (TemporianTransformer method) (TestPlusTrainSplitter method) (ThetaForecaster method) (ThetaLinesTransformer method) (ThetaModularForecaster method) (ThresholdDetector method) (TimeBinAggregate method) (TimeBinner method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimeSeriesDBSCAN method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMeansTslearn method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesKvisibility method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TimeSeriesSVRTslearn method) (TimesFMForecaster method) (TimeSince method) (TinyTimeMixerForecaster method) (TopdownReconciler method) (TransformByLevel method) (TransformedTargetForecaster method) (TransformerPipeline method) (TransformIf method) (TransformSelectForecaster method) (TrendForecaster method) (TruncationTransformer method) (TSBootstrapAdapter method) (TSCGridSearchCV method) (TSCStrategy method) (TSCTask method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (TSInterpolator method) (TSRGridSearchCV method) (TSRStrategy method) (TSRTask method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (USChange method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (VmdTransformer method) (WEASEL method) (WeightedEnsembleClassifier method) (WhiteNoiseAugmenter method) (WindowSegmenter method) (WindowSummarizer method) (YtoX method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) get_test_params() (ADICVTransformer class method) (AggrDist class method) (Aggregator class method) (Airline class method) (AlignerDTW class method) (AlignerDtwDtai class method) (AlignerDTWfromDist class method) (AlignerDtwNumba class method) (AlignerEditNumba class method) (AlignerLuckyDtw class method) (AlignerNaive class method) (ARCH class method) (ARDL class method) (ARIMA class method) (ARLagOrderSelector class method) (ArrowHead class method) (Arsenal class method) (AUCalibration class method) (AutoARIMA class method) (AutoCorrelationTransformer class method) (AutoEnsembleForecaster class method) (AutoETS class method) (AutoREG class method) (AutoTS class method) (BaggingClassifier class method) (BaggingForecaster class method) (BaseClassifier class method) (BaseClusterer class method) (BaseDeepClassifier class method) (BaseDeepRegressor class method) (BaseEarlyClassifier class method) (BaseEstimator class method) (BaseForecaster class method) (BaseObject class method) (BasePairwiseTransformer class method) (BasePairwiseTransformerPanel class method) (BaseRegressor class method) (BaseStrategy class method) (BaseSupervisedLearningStrategy class method) (BaseTask class method) (BaseTimeSeriesLloyds class method) (BasicMotions class method) (BATS class method) (BinarySegmentation class method) (BKFilter class method) (Bollinger class method) (BOSSEnsemble class method) (BOSSVSClassifierPyts class method) (BottomUpReconciler class method) (BoxCoxBiasAdjustedForecaster class method) (BoxCoxTransformer class method) (CanonicalIntervalForest class method) (CAPA class method) (Catch22 class method) (Catch22Classifier class method) (Catch22Wrapper class method) (CFFilter class method) (ChronosForecaster class method) (CINNForecaster class method) (CircularBinarySegmentation class method) (ClaSPSegmentation class method) (ClaSPTransformer class method) (ClassifierPipeline class method) (ClearSky class method) (ClustererAsTransformer class method) (ClustererPipeline class method) (ClusterSegmenter class method) (CNNClassifier class method) (CNNRegressor class method) (CNTCClassifier class method) (CNTCRegressor class method) (ColumnConcatenator class method) (ColumnEnsembleClassifier class method) (ColumnEnsembleForecaster class method) (ColumnEnsembleTransformer class method) (ColumnSelect class method) (ColumnTransformer class method) (ColumnwiseTransformer class method) (CombinedDistance class method) (ComposableTimeSeriesForestClassifier class method) (ComposableTimeSeriesForestRegressor class method) (ConditionalDeseasonalizer class method) (ConformalIntervals class method) (ConstantPwTrafoPanel class method) (ConstraintViolation class method) (ContractableBOSS class method) (CosineTransformer class method) (CountryHolidaysTransformer class method) (Croston class method) (CRPS class method) (CtwDistTslearn class method) (CurveFitForecaster class method) (CutoffFhSplitter class method) (CutoffSplitter class method) (DartsLinearRegressionModel class method) (DartsRegressionModel class method) (DartsXGBModel class method) (DateTimeFeatures class method) (DerivativeSlopeTransformer class method) (Deseasonalizer class method) (DetectorAsTransformer class method) (DetectorPipeline class method) (Detrender class method) (Differencer class method) (DilationMappingTransformer class method) (DirectReductionForecaster class method) (DirectTabularRegressionForecaster class method) (DirectTimeSeriesRegressionForecaster class method) (DirRecTabularRegressionForecaster class method) (DirRecTimeSeriesRegressionForecaster class method) (DistanceFeatures class method) (DistFromAligner class method) (DistFromKernel class method) (DOBIN class method) (DontUpdate class method) (DrCIF class method) (DropNA class method) (DtwDist class method) (DtwDistTslearn class method) (DtwDtaidistMultiv class method) (DtwDtaidistUniv class method) (DtwPythonDist class method) (DummyClassifier class method) (DummyRegressor class method) (DummyRegularAnomalies class method) (DummyRegularChangePoints class method) (DWTTransformer class method) (DynamicFactor class method) (EAgglo class method) (EditDist class method) (ElasticEnsemble class method) (ElbowClassPairwise class method) (ElbowClassSum class method) (EmpiricalCoverage class method) (EnbPIForecaster class method) (EnsembleForecaster class method) (ESRNNForecaster class method) (ExpandingCutoffSplitter class method) (ExpandingGreedySplitter class method) (ExpandingSlidingWindowSplitter class method) (ExpandingWindowSplitter class method) (ExponentialSmoothing class method) (ExponentTransformer class method) (FallbackForecaster class method) (FCNClassifier class method) (FCNRegressor class method) (FeatureSelection class method) (FeatureUnion class method) (FhPlexForecaster class method) (Filter class method) (FinancialHolidaysTransformer class method) (FitInTransform class method) (FittedParamExtractor class method) (FixedParams class method) (FlatDist class method) (ForecastByLevel class method) (ForecastingGridSearchCV class method) (ForecastingOptunaSearchCV class method) (ForecastingPipeline class method) (ForecastingRandomizedSearchCV class method) (ForecastingSkoptSearchCV class method) (ForecastKnownValues class method) (ForecastX class method) (FourierFeatures class method) (FourierTransform class method) (FreshPRINCE class method) (FunctionParamFitter class method) (FunctionTransformer class method) (GAKernel class method) (GaussianHMM class method) (GeometricMeanAbsoluteError class method) (GeometricMeanRelativeAbsoluteError class method) (GeometricMeanRelativeSquaredError class method) (GeometricMeanSquaredError class method) (GMMHMM class method) (GreedyGaussianSegmentation class method) (GreykiteForecaster class method) (GroupbyCategoryForecaster class method) (GRUClassifier class method) (GRUFCNNClassifier class method) (GunPoint class method) (HampelFilter class method) (HCrystalBallAdapter class method) (HFTransformersForecaster class method) (HierarchicalDask class method) (HierarchicalPdMultiIndex class method) (HierarchicalPolarsEager class method) (HierarchicalProphet class method) (HierarchicalSalesToydata class method) (HierarchyEnsembleForecaster class method) (HIVECOTEV1 class method) (HIVECOTEV2 class method) (HMM class method) (HOG1DTransformer class method) (HolidayFeatures class method) (HPFilter class method) (HurstExponentTransformer class method) (Id class method) (IgnoreX class method) (Imputer class method) (InceptionTimeClassifier class method) (InceptionTimeRegressor class method) (IndepDist class method) (IndexSubset class method) (IndividualBOSS class method) (IndividualTDE class method) (InformationGainSegmentation class method) (InstanceSplitter class method) (IntervalSegmenter class method) (IntervalWidth class method) (InvertAugmenter class method) (InvertTransform class method) (ItalyPowerDemand class method) (IxToX class method) (JapaneseVowels class method) (KalmanFilterTransformerFP class method) (KalmanFilterTransformerPK class method) (KalmanFilterTransformerSIMD class method) (KernelFromDist class method) (KinematicFeatures class method) (KNeighborsTimeSeriesClassifier class method) (KNeighborsTimeSeriesClassifierPyts class method) (KNeighborsTimeSeriesClassifierTslearn class method) (KNeighborsTimeSeriesRegressor class method) (Lag class method) (LcssTslearn class method) (Logger class method) (LogLoss class method) (LogTransformer class method) (Longley class method) (LSTMFCNClassifier class method) (LSTMFCNRegressor class method) (LTSFDLinearForecaster class method) (LTSFLinearForecaster class method) (LTSFNLinearForecaster class method) (LTSFTransformerForecaster class method) (LuckyDtwDist class method) (Lynx class method) (M5Dataset class method) (MACNNClassifier class method) (MACNNRegressor class method) (Macroeconomic class method) (MAPAForecaster class method) (MatrixProfile class method) (MatrixProfileClassifier class method) (MatrixProfileTransformer class method) (MCDCNNClassifier class method) (MCDCNNRegressor class method) (MeanAbsoluteError class method) (MeanAbsolutePercentageError class method) (MeanAbsoluteScaledError class method) (MeanAsymmetricError class method) (MeanLinexError class method) (MeanRelativeAbsoluteError class method) (MeanSquaredError class method) (MeanSquaredErrorPercentage 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) (Merger class method) (MiddleOutReconciler class method) (MiniRocket class method) (MiniRocketMultivariate class method) (MiniRocketMultivariateVariable class method) (MLPClassifier class method) (MLPRegressor class method) (MOIRAIForecaster class method) (MomentFMClassifier class method) (MomentFMForecaster class method) (MovingBlockBootstrapTransformer class method) (MovingWindow class method) (MrSEQL class method) (MrSQM class method) (MSTL class method) (MultioutputTabularRegressionForecaster class method) (MultioutputTimeSeriesRegressionForecaster class method) (MultiplexClassifier class method) (MultiplexForecaster class method) (MultiplexRegressor class method) (MultiplexTransformer class method) (MultiRocket class method) (MultiRocketMultivariate class method) (MUSE class method) (MVCAPA class method) (MVTSTransformerClassifier class method) (NaiveForecaster class method) (NaiveVariance class method) (NeuralForecastDilatedRNN class method) (NeuralForecastGRU class method) (NeuralForecastLSTM class method) (NeuralForecastRNN class method) (NeuralForecastTCN class method) (NonNegativeOptimalReconciler class method) (OnlineEnsembleForecaster class method) (OptimalReconciler class method) (OptionalPassthrough class method) (OSULeaf class method) (PAA class method) (PAAlegacy class method) (PaddingTransformer class method) (PandasTransformAdaptor class method) (PanelDask class method) (PanelDfList class method) (PanelGluontsList class method) (PanelGluontsPandas class method) (PanelNp3D class method) (PanelPdMultiIndex class method) (PanelPolarsEager class method) (ParamFitterPipeline class method) (PartialAutoCorrelationTransformer class method) (PCATransformer class method) (PeakTimeFeature class method) (PELT class method) (Permute class method) (PinballLoss class method) (Pipeline class method) (PLAID class method) (PlateauFinder class method) (PluginParamsForecaster class method) (PluginParamsTransformer class method) (PoissonHMM class method) (PolynomialTrendForecaster class method) (ProbabilityThresholdEarlyClassifier class method) (Prophet class method) (ProphetPiecewiseLinearTrendForecaster class method) (Prophetverse class method) (ProximityForest class method) (ProximityStump class method) (ProximityTree class method) (PwTrafoPanelPipeline class method) (PyKANForecaster class method) (PyODDetector class method) (PytorchForecastingDeepAR class method) (PytorchForecastingNBeats class method) (PytorchForecastingNHiTS class method) (PytorchForecastingTFT class method) (RandomIntervalClassifier class method) (RandomIntervalFeatureExtractor class method) (RandomIntervals class method) (RandomIntervalSegmenter class method) (RandomIntervalSpectralEnsemble class method) (RandomSamplesAugmenter class method) (RandomShapeletTransform class method) (RBFForecaster class method) (RBFTransformer class method) (Reconciler class method) (ReconcilerForecaster class method) (RecursiveReductionForecaster class method) (RecursiveTabularRegressionForecaster class method) (RecursiveTimeSeriesRegressionForecaster class method) (ReducerTransform class method) (RegressorPipeline class method) (RelativeLoss class method) (Repeat class method) (RepeatBootstrapTransformer class method) (ResNetClassifier class method) (ResNetRegressor class method) (ReverseAugmenter class method) (Rocket class method) (RocketClassifier class method) (RocketPyts class method) (RocketRegressor class method) (SameLocSplitter class method) (SARIMAX class method) (SAX class method) (SAXlegacy class method) (ScaledAsinhTransformer class method) (ScaledLogitTransformer class method) (SCINetForecaster class method) (ScipyDist class method) (ScitypeHierarchical class method) (ScitypePanel class method) (ScitypeSeries class method) (ScitypeTable class method) (SeasonalDummiesOneHot class method) (SeasonalityACF class method) (SeasonalityACFqstat class method) (SeasonalityPeriodogram class method) (SeededBinarySegmentation class method) (SeriesDask class method) (SeriesGluontsList class method) (SeriesGluontsPandas class method) (SeriesNp2D class method) (SeriesPdDataFrame class method) (SeriesPdSeries class method) (SeriesPolarsEager class method) (SeriesXarray class method) (SFA class method) (SFAFast class method) (ShampooSales class method) (ShapeDTW class method) (ShapeletLearningClassifierPyts class method) (ShapeletLearningClassifierTslearn class method) (ShapeletTransform class method) (ShapeletTransformClassifier class method) (ShapeletTransformPyts class method) (SignatureClassifier class method) (SignatureKernel class method) (SignatureMoments class method) (SignatureTransformer class method) (SimpleRNNClassifier class method) (SimpleRNNRegressor class method) (SingleWindowSplitter class method) (SkforecastAutoreg class method) (SkforecastRecursive class method) (SklearnClassifierPipeline class method) (SklearnClustererPipeline class method) (SklearnRegressorPipeline class method) (SlidingGreedySplitter class method) (SlidingWindowSegmenter class method) (SlidingWindowSplitter class method) (SlopeTransformer class method) (SoftDtwDistTslearn class method) (Solar class method) (SplineTrendForecaster class method) (SplitterBootstrapTransformer class method) (SplitterSummarizer class method) (SqrtTransformer class method) (SquaredDistrLoss class method) (SquaringResiduals class method) (StackingForecaster class method) (StationarityADF class method) (StationarityADFArch class method) (StationarityDFGLS class method) (StationarityKPSS class method) (StationarityKPSSArch class method) (StationarityPhillipsPerron class method) (StationarityVarianceRatio class method) (StationarityZivotAndrews class method) (StatsForecastADIDA class method) (StatsForecastARCH class method) (StatsForecastAutoARIMA class method) (StatsForecastAutoCES class method) (StatsForecastAutoETS class method) (StatsForecastAutoTBATS class method) (StatsForecastAutoTheta class method) (StatsForecastGARCH class method) (StatsForecastMSTL class method) (StatsModelsARIMA class method) (StatThresholdAnomaliser method) (STDBSCAN class method) (STLBootstrapTransformer class method) (STLForecaster class method) (STLTransformer class method) (STRAY class method) (SubLOF class method) (SubsequenceExtractionTransformer class method) (SummaryClassifier class method) (SummaryTransformer class method) (SupervisedIntervals class method) (SupervisedTimeSeriesForest class method) (TableListOfDict class method) (TableNp1D class method) (TableNp2D class method) (TablePdDataFrame class method) (TablePdSeries class method) (TablePolarsEager class method) (Tabularizer class method) (TabularToSeriesAdaptor class method) (TapNetClassifier class method) (TapNetRegressor class method) (TBATS class method) (TEASER class method) (Tecator class method) (TemporalDictionaryEnsemble class method) (TemporalTrainTestSplitter class method) (TemporianTransformer class method) (TestPlusTrainSplitter class method) (ThetaForecaster class method) (ThetaLinesTransformer class method) (ThetaModularForecaster class method) (ThresholdDetector class method) (TimeBinAggregate class method) (TimeBinner class method) (TimeLLMForecaster class method) (TimeMoEForecaster class method) (TimeSeriesDBSCAN class method) (TimeSeriesForestClassifier class method) (TimeSeriesForestRegressor class method) (TimeSeriesKernelKMeans class method) (TimeSeriesKMeans class method) (TimeSeriesKMeansTslearn class method) (TimeSeriesKMedoids class method) (TimeSeriesKShapes class method) (TimeSeriesKvisibility class method) (TimeSeriesSVC class method) (TimeSeriesSVCTslearn class method) (TimeSeriesSVRTslearn class method) (TimesFMForecaster class method) (TimeSince class method) (TinyTimeMixerForecaster class method) (TopdownReconciler class method) (TransformByLevel class method) (TransformedTargetForecaster class method) (TransformerPipeline class method) (TransformIf class method) (TransformSelectForecaster class method) (TrendForecaster class method) (TruncationTransformer class method) (TSBootstrapAdapter class method) (TSCGridSearchCV class method) (TSCStrategy class method) (TSCTask class method) (TSFreshClassifier class method) (TSFreshFeatureExtractor class method) (TSFreshRelevantFeatureExtractor class method) (TSInterpolator class method) (TSRGridSearchCV class method) (TSRStrategy class method) (TSRTask class method) (UnobservedComponents class method) (UpdateEvery class method) (UpdateRefitsEvery class method) (USChange class method) (VAR class method) (VARMAX class method) (VARReduce class method) (VECM class method) (VmdTransformer class method) (WEASEL class method) (WeightedEnsembleClassifier class method) (WhiteNoiseAugmenter class method) (WindowSegmenter class method) (WindowSummarizer class method) (YtoX class method) (ZeroAnomalies class method) (ZeroChangePoints class method) (ZeroSegments class method) get_y_true() (CINNForecaster method) (ESRNNForecaster method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (RBFForecaster method) (SCINetForecaster method) GMMHMM (class in sktime.detection.hmm_learn.gmm) GreedyGaussianSegmentation (class in sktime.detection.ggs) GreykiteForecaster (class in sktime.forecasting.greykite) GroupbyCategoryForecaster (class in sktime.forecasting.compose) grow() (ProximityStump method) GRUClassifier (class in sktime.classification.deep_learning.gru) GRUFCNNClassifier (class in sktime.classification.deep_learning.gru) GunPoint (class in sktime.datasets.classification.gunpoint) H HampelFilter (class in sktime.transformations.series.outlier_detection) handle_range_index() (MOIRAIForecaster method) hausdorff_error() (in module sktime.performance_metrics.annotation) HCrystalBallAdapter (class in sktime.forecasting.adapters) HDDBaseDataset (class in sktime.benchmarking.base) HDDBaseResults (class in sktime.benchmarking.base) HDDResults (class in sktime.benchmarking.results) HFTransformersForecaster (class in sktime.forecasting.hf_transformers_forecaster) HierarchicalDask (class in sktime.datatypes._hierarchical._check) HierarchicalPdMultiIndex (class in sktime.datatypes._hierarchical._check) HierarchicalPolarsEager (class in sktime.datatypes._hierarchical._check) HierarchicalProphet (class in sktime.forecasting.prophetverse) HierarchicalSalesToydata (class in sktime.datasets.forecasting.hierarchical_sales_toydata) HierarchyEnsembleForecaster (class in sktime.forecasting.compose) HIVECOTEV1 (class in sktime.classification.hybrid) HIVECOTEV2 (class in sktime.classification.hybrid) HMM (class in sktime.detection.hmm) HOG1DTransformer (class in sktime.transformations.panel.hog1d) HolidayFeatures (class in sktime.transformations.series.holiday) HPFilter (class in sktime.transformations.series.hpfilter) HurstExponentTransformer (class in sktime.transformations.series.hurst) Hyperparameter: I Id (class in sktime.transformations.compose) IgnoreX (class in sktime.forecasting.compose) imports() (in module sktime.registry) Imputer (class in sktime.transformations.series.impute) InceptionTimeClassifier (class in sktime.classification.deep_learning.inceptiontime) InceptionTimeRegressor (class in sktime.regression.deep_learning.inceptiontime) IndepDist (class in sktime.dists_kernels.indep) IndexSubset (class in sktime.transformations.series.subset) IndividualBOSS (class in sktime.classification.dictionary_based) IndividualTDE (class in sktime.classification.dictionary_based) infer_freq() (MOIRAIForecaster method) InformationGainSegmentation (class in sktime.detection.igts) Instance InstanceSplitter (class in sktime.split.instance) IntervalSegmenter (class in sktime.transformations.panel.segment) IntervalWidth (class in sktime.performance_metrics.forecasting.probabilistic) inverse_transform() (ADICVTransformer method) (Aggregator method) (AutoCorrelationTransformer method) (BKFilter method) (Bollinger method) (BottomUpReconciler method) (BoxCoxTransformer method) (Catch22 method) (Catch22Wrapper method) (CFFilter method) (ClaSPTransformer method) (ClearSky method) (ClustererAsTransformer method) (ColumnConcatenator method) (ColumnEnsembleTransformer method) (ColumnSelect method) (ColumnTransformer method) (ColumnwiseTransformer method) (ConditionalDeseasonalizer method) (CosineTransformer method) (CountryHolidaysTransformer method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (DetectorAsTransformer method) (Detrender method) (Differencer method) (DilationMappingTransformer method) (DistanceFeatures method) (DOBIN method) (DropNA method) (DWTTransformer method) (EAgglo method) (ElbowClassPairwise method) (ElbowClassSum method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (Filter method) (FinancialHolidaysTransformer method) (FitInTransform method) (FittedParamExtractor method) (FourierFeatures method) (FourierTransform method) (FunctionTransformer method) (HampelFilter method) (HOG1DTransformer method) (HolidayFeatures method) (HPFilter method) (HurstExponentTransformer method) (Id method) (Imputer method) (IndexSubset method) (IntervalSegmenter method) (InvertAugmenter method) (InvertTransform method) (IxToX method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KalmanFilterTransformerSIMD method) (KinematicFeatures method) (Lag method) (Logger method) (LogTransformer method) (MatrixProfile method) (MatrixProfileTransformer method) (Merger method) (MiddleOutReconciler method) (MiniRocket method) (MiniRocketMultivariate method) (MiniRocketMultivariateVariable method) (MovingBlockBootstrapTransformer method) (MSTL method) (MultiplexTransformer method) (MultiRocket method) (MultiRocketMultivariate method) (NonNegativeOptimalReconciler method) (OptimalReconciler method) (OptionalPassthrough method) (PAA method) (PAAlegacy method) (PaddingTransformer method) (PandasTransformAdaptor method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PeakTimeFeature method) (PlateauFinder method) (PluginParamsTransformer method) (RandomIntervalFeatureExtractor method) (RandomIntervals method) (RandomIntervalSegmenter method) (RandomSamplesAugmenter method) (RandomShapeletTransform method) (RBFTransformer method) (Reconciler method) (ReducerTransform method) (RepeatBootstrapTransformer method) (ReverseAugmenter method) (Rocket method) (RocketPyts method) (SAX method) (SAXlegacy method) (ScaledAsinhTransformer method) (ScaledLogitTransformer method) (SeasonalDummiesOneHot method) (SFA method) (SFAFast method) (ShapeletTransform method) (ShapeletTransformPyts method) (SignatureMoments method) (SignatureTransformer method) (SlidingWindowSegmenter method) (SlopeTransformer method) (SplitterBootstrapTransformer method) (SplitterSummarizer method) (SqrtTransformer method) (STLBootstrapTransformer method) (STLTransformer method) (STRAY method) (SubsequenceExtractionTransformer method) (SummaryTransformer method) (SupervisedIntervals method) (Tabularizer method) (TabularToSeriesAdaptor method) (TemporianTransformer method) (ThetaLinesTransformer method) (TimeBinAggregate method) (TimeBinner method) (TimeSince method) (TopdownReconciler method) (TransformByLevel method) (TransformedTargetForecaster method) (TransformerPipeline method) (TransformIf method) (TruncationTransformer method) (TSBootstrapAdapter method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (TSInterpolator method) (VmdTransformer method) (WhiteNoiseAugmenter method) (WindowSummarizer method) (YtoX method) InvertAugmenter (class in sktime.transformations.series.augmenter) InvertTransform (class in sktime.transformations.compose) is_all_in_sample() (ForecastingHorizon method) is_all_out_of_sample() (ForecastingHorizon method) is_composite() (ADICVTransformer method) (AggrDist method) (Aggregator method) (Airline method) (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) (ARCH method) (ARDL method) (ARIMA method) (ARLagOrderSelector method) (ArrowHead method) (Arsenal method) (AUCalibration method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingClassifier method) (BaggingForecaster method) (BaseClassifier method) (BaseClusterer method) (BaseDeepClassifier method) (BaseDeepRegressor method) (BaseEarlyClassifier method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BasePairwiseTransformer method) (BasePairwiseTransformerPanel method) (BaseRegressor method) (BaseStrategy method) (BaseSupervisedLearningStrategy method) (BaseTask method) (BaseTimeSeriesLloyds method) (BasicMotions method) (BATS method) (BinarySegmentation method) (BKFilter method) (Bollinger method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (BottomUpReconciler method) (BoxCoxBiasAdjustedForecaster method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (CAPA method) (Catch22 method) (Catch22Classifier method) (Catch22Wrapper method) (CFFilter method) (ChronosForecaster method) (CINNForecaster method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClaSPTransformer method) (ClassifierPipeline method) (ClearSky method) (ClustererAsTransformer method) (ClustererPipeline method) (ClusterSegmenter method) (CNNClassifier method) (CNNRegressor method) (CNTCClassifier method) (CNTCRegressor method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnEnsembleTransformer method) (ColumnSelect method) (ColumnTransformer method) (ColumnwiseTransformer method) (CombinedDistance method) (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ConstantPwTrafoPanel method) (ConstraintViolation method) (ContractableBOSS method) (CosineTransformer method) (CountryHolidaysTransformer method) (Croston method) (CRPS method) (CtwDistTslearn method) (CurveFitForecaster method) (CutoffFhSplitter method) (CutoffSplitter method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (DetectorAsTransformer method) (DetectorPipeline method) (Detrender method) (Differencer method) (DilationMappingTransformer method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DistanceFeatures method) (DistFromAligner method) (DistFromKernel method) (DOBIN method) (DontUpdate method) (DrCIF method) (DropNA method) (DtwDist method) (DtwDistTslearn method) (DtwDtaidistMultiv method) (DtwDtaidistUniv method) (DtwPythonDist method) (DummyClassifier method) (DummyRegressor method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DWTTransformer method) (DynamicFactor method) (EAgglo method) (EditDist method) (ElasticEnsemble method) (ElbowClassPairwise method) (ElbowClassSum method) (EmpiricalCoverage method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExpandingCutoffSplitter method) (ExpandingGreedySplitter method) (ExpandingSlidingWindowSplitter method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FallbackForecaster method) (FCNClassifier method) (FCNRegressor method) (FeatureSelection method) (FeatureUnion method) (FhPlexForecaster method) (Filter method) (FinancialHolidaysTransformer method) (FitInTransform method) (FittedParamExtractor method) (FixedParams method) (FlatDist method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FourierFeatures method) (FourierTransform method) (FreshPRINCE method) (FunctionParamFitter method) (FunctionTransformer method) (GAKernel method) (GaussianHMM method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (GMMHMM method) (GreedyGaussianSegmentation method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (GRUClassifier method) (GRUFCNNClassifier method) (GunPoint method) (HampelFilter method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalDask method) (HierarchicalPdMultiIndex method) (HierarchicalPolarsEager method) (HierarchicalProphet method) (HierarchicalSalesToydata method) (HierarchyEnsembleForecaster method) (HIVECOTEV1 method) (HIVECOTEV2 method) (HMM method) (HOG1DTransformer method) (HolidayFeatures method) (HPFilter method) (HurstExponentTransformer method) (Id method) (IgnoreX method) (Imputer method) (InceptionTimeClassifier method) (InceptionTimeRegressor method) (IndepDist method) (IndexSubset method) (IndividualBOSS method) (IndividualTDE method) (InformationGainSegmentation method) (InstanceSplitter method) (IntervalSegmenter method) (IntervalWidth method) (InvertAugmenter method) (InvertTransform method) (ItalyPowerDemand method) (IxToX method) (JapaneseVowels method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KalmanFilterTransformerSIMD method) (KernelFromDist method) (KinematicFeatures method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (KNeighborsTimeSeriesRegressor method) (Lag method) (LcssTslearn method) (Logger method) (LogLoss method) (LogTransformer method) (Longley method) (LSTMFCNClassifier method) (LSTMFCNRegressor method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (LuckyDtwDist method) (Lynx method) (M5Dataset method) (MACNNClassifier method) (MACNNRegressor method) (Macroeconomic method) (MAPAForecaster method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MCDCNNClassifier method) (MCDCNNRegressor method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredErrorPercentage method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (Merger method) (MiddleOutReconciler method) (MiniRocket method) (MiniRocketMultivariate method) (MiniRocketMultivariateVariable method) (MLPClassifier method) (MLPRegressor method) (MOIRAIForecaster method) (MomentFMClassifier method) (MomentFMForecaster method) (MovingBlockBootstrapTransformer method) (MovingWindow method) (MrSEQL method) (MrSQM method) (MSTL method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexClassifier method) (MultiplexForecaster method) (MultiplexRegressor method) (MultiplexTransformer method) (MultiRocket method) (MultiRocketMultivariate method) (MUSE method) (MVCAPA method) (MVTSTransformerClassifier method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (NonNegativeOptimalReconciler method) (OnlineEnsembleForecaster method) (OptimalReconciler method) (OptionalPassthrough method) (OSULeaf method) (PAA method) (PAAlegacy method) (PaddingTransformer method) (PandasTransformAdaptor method) (PanelDask method) (PanelDfList method) (PanelGluontsList method) (PanelGluontsPandas method) (PanelNp3D method) (PanelPdMultiIndex method) (PanelPolarsEager method) (ParamFitterPipeline method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PeakTimeFeature method) (PELT method) (Permute method) (PinballLoss method) (Pipeline method) (PLAID method) (PlateauFinder method) (PluginParamsForecaster method) (PluginParamsTransformer method) (PoissonHMM method) (PolynomialTrendForecaster method) (ProbabilityThresholdEarlyClassifier method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PwTrafoPanelPipeline method) (PyKANForecaster method) (PyODDetector method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervals method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RandomShapeletTransform method) (RBFForecaster method) (RBFTransformer method) (Reconciler method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ReducerTransform method) (RegressorPipeline method) (RelativeLoss method) (Repeat method) (RepeatBootstrapTransformer method) (ResNetClassifier method) (ResNetRegressor method) (ReverseAugmenter method) (Rocket method) (RocketClassifier method) (RocketPyts method) (RocketRegressor method) (SameLocSplitter method) (SARIMAX method) (SAX method) (SAXlegacy method) (ScaledAsinhTransformer method) (ScaledLogitTransformer method) (SCINetForecaster method) (ScipyDist method) (ScitypeHierarchical method) (ScitypePanel method) (ScitypeSeries method) (ScitypeTable method) (SeasonalDummiesOneHot method) (SeasonalityACF method) (SeasonalityACFqstat method) (SeasonalityPeriodogram method) (SeededBinarySegmentation method) (SeriesDask method) (SeriesGluontsList method) (SeriesGluontsPandas method) (SeriesNp2D method) (SeriesPdDataFrame method) (SeriesPdSeries method) (SeriesPolarsEager method) (SeriesXarray method) (SFA method) (SFAFast method) (ShampooSales method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransform method) (ShapeletTransformClassifier method) (ShapeletTransformPyts method) (SignatureClassifier method) (SignatureKernel method) (SignatureMoments method) (SignatureTransformer method) (SimpleRNNClassifier method) (SimpleRNNRegressor method) (SingleWindowSplitter method) (SkforecastAutoreg method) (SkforecastRecursive method) (SklearnClassifierPipeline method) (SklearnClustererPipeline method) (SklearnRegressorPipeline method) (SlidingGreedySplitter method) (SlidingWindowSegmenter method) (SlidingWindowSplitter method) (SlopeTransformer method) (SoftDtwDistTslearn method) (Solar method) (SplineTrendForecaster method) (SplitterBootstrapTransformer method) (SplitterSummarizer method) (SqrtTransformer method) (SquaredDistrLoss method) (SquaringResiduals method) (StackingForecaster method) (StationarityADF method) (StationarityADFArch method) (StationarityDFGLS method) (StationarityKPSS method) (StationarityKPSSArch method) (StationarityPhillipsPerron method) (StationarityVarianceRatio method) (StationarityZivotAndrews method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (StatThresholdAnomaliser method) (STDBSCAN method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (STRAY method) (SubLOF method) (SubsequenceExtractionTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedIntervals method) (SupervisedTimeSeriesForest method) (TableListOfDict method) (TableNp1D method) (TableNp2D method) (TablePdDataFrame method) (TablePdSeries method) (TablePolarsEager method) (Tabularizer method) (TabularToSeriesAdaptor method) (TapNetClassifier method) (TapNetRegressor method) (TBATS method) (TEASER method) (Tecator method) (TemporalDictionaryEnsemble method) (TemporalTrainTestSplitter method) (TemporianTransformer method) (TestPlusTrainSplitter method) (ThetaForecaster method) (ThetaLinesTransformer method) (ThetaModularForecaster method) (ThresholdDetector method) (TimeBinAggregate method) (TimeBinner method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimeSeriesDBSCAN method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMeansTslearn method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesKvisibility method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TimeSeriesSVRTslearn method) (TimesFMForecaster method) (TimeSince method) (TinyTimeMixerForecaster method) (TopdownReconciler method) (TransformByLevel method) (TransformedTargetForecaster method) (TransformerPipeline method) (TransformIf method) (TransformSelectForecaster method) (TrendForecaster method) (TruncationTransformer method) (TSBootstrapAdapter method) (TSCGridSearchCV method) (TSCStrategy method) (TSCTask method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (TSInterpolator method) (TSRGridSearchCV method) (TSRStrategy method) (TSRTask method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (USChange method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (VmdTransformer method) (WEASEL method) (WeightedEnsembleClassifier method) (WhiteNoiseAugmenter method) (WindowSegmenter method) (WindowSummarizer method) (YtoX method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) is_fitted (ADICVTransformer property) (AggrDist property) (Aggregator property) (AlignerDTW property) (AlignerDtwDtai property) (AlignerDTWfromDist property) (AlignerDtwNumba property) (AlignerEditNumba property) (AlignerLuckyDtw property) (AlignerNaive property) (ARCH property) (ARDL property) (ARIMA property) (ARLagOrderSelector property) (Arsenal property) (AutoARIMA property) (AutoCorrelationTransformer property) (AutoEnsembleForecaster property) (AutoETS property) (AutoREG property) (AutoTS property) (BaggingClassifier property) (BaggingForecaster property) (BaseClassifier property) (BaseClusterer property) (BaseDeepClassifier property) (BaseDeepRegressor property) (BaseEarlyClassifier property) (BaseEstimator property) (BaseForecaster property) (BasePairwiseTransformer property) (BasePairwiseTransformerPanel property) (BaseRegressor property) (BaseStrategy property) (BaseSupervisedLearningStrategy property) (BaseTimeSeriesLloyds property) (BATS property) (BinarySegmentation property) (BKFilter property) (Bollinger property) (BOSSEnsemble property) (BOSSVSClassifierPyts property) (BottomUpReconciler property) (BoxCoxBiasAdjustedForecaster property) (BoxCoxTransformer property) (CanonicalIntervalForest property) (CAPA property) (Catch22 property) (Catch22Classifier property) (Catch22Wrapper property) (CFFilter property) (ChronosForecaster property) (CINNForecaster property) (CircularBinarySegmentation property) (ClaSPSegmentation property) (ClaSPTransformer property) (ClassifierPipeline property) (ClearSky property) (ClustererAsTransformer property) (ClustererPipeline property) (ClusterSegmenter property) (CNNClassifier property) (CNNRegressor property) (CNTCClassifier property) (CNTCRegressor property) (ColumnConcatenator property) (ColumnEnsembleClassifier property) (ColumnEnsembleForecaster property) (ColumnEnsembleTransformer property) (ColumnSelect property) (ColumnTransformer property) (ColumnwiseTransformer property) (CombinedDistance property) (ComposableTimeSeriesForestClassifier property) (ComposableTimeSeriesForestRegressor property) (ConditionalDeseasonalizer property) (ConformalIntervals property) (ConstantPwTrafoPanel property) (ContractableBOSS property) (CosineTransformer property) (CountryHolidaysTransformer property) (Croston property) (CtwDistTslearn property) (CurveFitForecaster property) (DartsLinearRegressionModel property) (DartsRegressionModel property) (DartsXGBModel property) (DateTimeFeatures property) (DerivativeSlopeTransformer property) (Deseasonalizer property) (DetectorAsTransformer property) (DetectorPipeline property) (Detrender property) (Differencer property) (DilationMappingTransformer property) (DirectReductionForecaster property) (DirectTabularRegressionForecaster property) (DirectTimeSeriesRegressionForecaster property) (DirRecTabularRegressionForecaster property) (DirRecTimeSeriesRegressionForecaster property) (DistanceFeatures property) (DistFromAligner property) (DistFromKernel property) (DOBIN property) (DontUpdate property) (DrCIF property) (DropNA property) (DtwDist property) (DtwDistTslearn property) (DtwDtaidistMultiv property) (DtwDtaidistUniv property) (DtwPythonDist property) (DummyClassifier property) (DummyRegressor property) (DummyRegularAnomalies property) (DummyRegularChangePoints property) (DWTTransformer property) (DynamicFactor property) (EAgglo property) (EditDist property) (ElasticEnsemble property) (ElbowClassPairwise property) (ElbowClassSum property) (EnbPIForecaster property) (EnsembleForecaster property) (ESRNNForecaster property) (ExponentialSmoothing property) (ExponentTransformer property) (FallbackForecaster property) (FCNClassifier property) (FCNRegressor property) (FeatureSelection property) (FeatureUnion property) (FhPlexForecaster property) (Filter property) (FinancialHolidaysTransformer property) (FitInTransform property) (FittedParamExtractor property) (FixedParams property) (FlatDist property) (ForecastByLevel property) (ForecastingGridSearchCV property) (ForecastingOptunaSearchCV property) (ForecastingPipeline property) (ForecastingRandomizedSearchCV property) (ForecastingSkoptSearchCV property) (ForecastKnownValues property) (ForecastX property) (FourierFeatures property) (FourierTransform property) (FreshPRINCE property) (FunctionParamFitter property) (FunctionTransformer property) (GAKernel property) (GaussianHMM property) (GMMHMM property) (GreedyGaussianSegmentation property) (GreykiteForecaster property) (GroupbyCategoryForecaster property) (GRUClassifier property) (GRUFCNNClassifier property) (HampelFilter property) (HCrystalBallAdapter property) (HFTransformersForecaster property) (HierarchicalProphet property) (HierarchyEnsembleForecaster property) (HIVECOTEV1 property) (HIVECOTEV2 property) (HMM property) (HOG1DTransformer property) (HolidayFeatures property) (HPFilter property) (HurstExponentTransformer property) (Id property) (IgnoreX property) (Imputer property) (InceptionTimeClassifier property) (InceptionTimeRegressor property) (IndepDist property) (IndexSubset property) (IndividualBOSS property) (IndividualTDE property) (InformationGainSegmentation property) (IntervalSegmenter property) (InvertAugmenter property) (InvertTransform property) (IxToX property) (KalmanFilterTransformerFP property) (KalmanFilterTransformerPK property) (KalmanFilterTransformerSIMD property) (KernelFromDist property) (KinematicFeatures property) (KNeighborsTimeSeriesClassifier property) (KNeighborsTimeSeriesClassifierPyts property) (KNeighborsTimeSeriesClassifierTslearn property) (KNeighborsTimeSeriesRegressor property) (Lag property) (LcssTslearn property) (Logger property) (LogTransformer property) (LSTMFCNClassifier property) (LSTMFCNRegressor property) (LTSFDLinearForecaster property) (LTSFLinearForecaster property) (LTSFNLinearForecaster property) (LTSFTransformerForecaster property) (LuckyDtwDist property) (MACNNClassifier property) (MACNNRegressor property) (MAPAForecaster property) (MatrixProfile property) (MatrixProfileClassifier property) (MatrixProfileTransformer property) (MCDCNNClassifier property) (MCDCNNRegressor property) (Merger property) (MiddleOutReconciler property) (MiniRocket property) (MiniRocketMultivariate property) (MiniRocketMultivariateVariable property) (MLPClassifier property) (MLPRegressor property) (MOIRAIForecaster property) (MomentFMClassifier property) (MomentFMForecaster property) (MovingBlockBootstrapTransformer property) (MovingWindow property) (MrSEQL property) (MrSQM property) (MSTL property) (MultioutputTabularRegressionForecaster property) (MultioutputTimeSeriesRegressionForecaster property) (MultiplexClassifier property) (MultiplexForecaster property) (MultiplexRegressor property) (MultiplexTransformer property) (MultiRocket property) (MultiRocketMultivariate property) (MUSE property) (MVCAPA property) (MVTSTransformerClassifier property) (NaiveForecaster property) (NaiveVariance property) (NeuralForecastDilatedRNN property) (NeuralForecastGRU property) (NeuralForecastLSTM property) (NeuralForecastRNN property) (NeuralForecastTCN property) (NonNegativeOptimalReconciler property) (OnlineEnsembleForecaster property) (OptimalReconciler property) (OptionalPassthrough property) (PAA property) (PAAlegacy property) (PaddingTransformer property) (PandasTransformAdaptor property) (ParamFitterPipeline property) (PartialAutoCorrelationTransformer property) (PCATransformer property) (PeakTimeFeature property) (PELT property) (Permute property) (Pipeline property) (PlateauFinder property) (PluginParamsForecaster property) (PluginParamsTransformer property) (PoissonHMM property) (PolynomialTrendForecaster property) (ProbabilityThresholdEarlyClassifier property) (Prophet property) (ProphetPiecewiseLinearTrendForecaster property) (Prophetverse property) (ProximityForest property) (ProximityStump property) (ProximityTree property) (PwTrafoPanelPipeline property) (PyKANForecaster property) (PyODDetector property) (PytorchForecastingDeepAR property) (PytorchForecastingNBeats property) (PytorchForecastingNHiTS property) (PytorchForecastingTFT property) (RandomIntervalClassifier property) (RandomIntervalFeatureExtractor property) (RandomIntervals property) (RandomIntervalSegmenter property) (RandomIntervalSpectralEnsemble property) (RandomSamplesAugmenter property) (RandomShapeletTransform property) (RBFForecaster property) (RBFTransformer property) (Reconciler property) (ReconcilerForecaster property) (RecursiveReductionForecaster property) (RecursiveTabularRegressionForecaster property) (RecursiveTimeSeriesRegressionForecaster property) (ReducerTransform property) (RegressorPipeline property) (RepeatBootstrapTransformer property) (ResNetClassifier property) (ResNetRegressor property) (ReverseAugmenter property) (Rocket property) (RocketClassifier property) (RocketPyts property) (RocketRegressor property) (SARIMAX property) (SAX property) (SAXlegacy property) (ScaledAsinhTransformer property) (ScaledLogitTransformer property) (SCINetForecaster property) (ScipyDist property) (SeasonalDummiesOneHot property) (SeasonalityACF property) (SeasonalityACFqstat property) (SeasonalityPeriodogram property) (SeededBinarySegmentation property) (SFA property) (SFAFast property) (ShapeDTW property) (ShapeletLearningClassifierPyts property) (ShapeletLearningClassifierTslearn property) (ShapeletTransform property) (ShapeletTransformClassifier property) (ShapeletTransformPyts property) (SignatureClassifier property) (SignatureKernel property) (SignatureMoments property) (SignatureTransformer property) (SimpleRNNClassifier property) (SimpleRNNRegressor property) (SkforecastAutoreg property) (SkforecastRecursive property) (SklearnClassifierPipeline property) (SklearnClustererPipeline property) (SklearnRegressorPipeline property) (SlidingWindowSegmenter property) (SlopeTransformer property) (SoftDtwDistTslearn property) (SplineTrendForecaster property) (SplitterBootstrapTransformer property) (SplitterSummarizer property) (SqrtTransformer property) (SquaringResiduals property) (StackingForecaster property) (StationarityADF property) (StationarityADFArch property) (StationarityDFGLS property) (StationarityKPSS property) (StationarityKPSSArch property) (StationarityPhillipsPerron property) (StationarityVarianceRatio property) (StationarityZivotAndrews property) (StatsForecastADIDA property) (StatsForecastARCH property) (StatsForecastAutoARIMA property) (StatsForecastAutoCES property) (StatsForecastAutoETS property) (StatsForecastAutoTBATS property) (StatsForecastAutoTheta property) (StatsForecastGARCH property) (StatsForecastMSTL property) (StatsModelsARIMA property) (StatThresholdAnomaliser property) (STDBSCAN property) (STLBootstrapTransformer property) (STLForecaster property) (STLTransformer property) (STRAY property) (SubLOF property) (SubsequenceExtractionTransformer property) (SummaryClassifier property) (SummaryTransformer property) (SupervisedIntervals property) (SupervisedTimeSeriesForest property) (Tabularizer property) (TabularToSeriesAdaptor property) (TapNetClassifier property) (TapNetRegressor property) (TBATS property) (TEASER property) (TemporalDictionaryEnsemble property) (TemporianTransformer property) (ThetaForecaster property) (ThetaLinesTransformer property) (ThetaModularForecaster property) (ThresholdDetector property) (TimeBinAggregate property) (TimeBinner property) (TimeLLMForecaster property) (TimeMoEForecaster property) (TimeSeriesDBSCAN property) (TimeSeriesForestClassifier property) (TimeSeriesForestRegressor property) (TimeSeriesKernelKMeans property) (TimeSeriesKMeans property) (TimeSeriesKMeansTslearn property) (TimeSeriesKMedoids property) (TimeSeriesKShapes property) (TimeSeriesKvisibility property) (TimeSeriesSVC property) (TimeSeriesSVCTslearn property) (TimeSeriesSVRTslearn property) (TimesFMForecaster property) (TimeSince property) (TinyTimeMixerForecaster property) (TopdownReconciler property) (TransformByLevel property) (TransformedTargetForecaster property) (TransformerPipeline property) (TransformIf property) (TransformSelectForecaster property) (TrendForecaster property) (TruncationTransformer property) (TSBootstrapAdapter property) (TSCGridSearchCV property) (TSCStrategy property) (TSFreshClassifier property) (TSFreshFeatureExtractor property) (TSFreshRelevantFeatureExtractor property) (TSInterpolator property) (TSRGridSearchCV property) (TSRStrategy property) (UnobservedComponents property) (UpdateEvery property) (UpdateRefitsEvery property) (VAR property) (VARMAX property) (VARReduce property) (VECM property) (VmdTransformer property) (WEASEL property) (WeightedEnsembleClassifier property) (WhiteNoiseAugmenter property) (WindowSegmenter property) (WindowSummarizer property) (YtoX property) (ZeroAnomalies property) (ZeroChangePoints property) (ZeroSegments property) is_relative (ForecastingHorizon property) ItalyPowerDemand (class in sktime.datasets.classification.italy_power_demand) IxToX (class in sktime.transformations.compose) J JapaneseVowels (class in sktime.datasets.classification.japanese_vowels) K KalmanFilterTransformerFP (class in sktime.transformations.series.kalman_filter) KalmanFilterTransformerPK (class in sktime.transformations.series.kalman_filter) KalmanFilterTransformerSIMD (class in sktime.transformations.series.kalman_filter) KernelFromDist (class in sktime.dists_kernels.dist_to_kern) keys() (Airline method) (ArrowHead method) (BasicMotions method) (GunPoint method) (HierarchicalSalesToydata method) (ItalyPowerDemand method) (JapaneseVowels method) (Longley method) (Lynx method) (M5Dataset method) (Macroeconomic method) (OSULeaf method) (PLAID method) (ShampooSales method) (Solar method) (Tecator method) (USChange method) KinematicFeatures (class in sktime.transformations.series.kinematic) kneighbors() (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesRegressor method) KNeighborsTimeSeriesClassifier (class in sktime.classification.distance_based) KNeighborsTimeSeriesClassifierPyts (class in sktime.classification.distance_based) KNeighborsTimeSeriesClassifierTslearn (class in sktime.classification.distance_based) KNeighborsTimeSeriesRegressor (class in sktime.regression.distance_based) L Lag (class in sktime.transformations.series.lag) lcss_distance() (in module sktime.distances) LcssTslearn (class in sktime.dists_kernels.lcss) learning_type() (in module sktime.registry._tags) load() (Airline method) (ArrowHead method) (BaseDataset method) (BaseStrategy method) (BaseSupervisedLearningStrategy method) (BasicMotions method) (GunPoint method) (HDDBaseDataset method) (HierarchicalSalesToydata method) (ItalyPowerDemand method) (JapaneseVowels method) (Longley method) (Lynx method) (M5Dataset method) (Macroeconomic method) (OSULeaf method) (PLAID method) (RAMDataset method) (ShampooSales method) (Solar method) (Tecator method) (TSCStrategy method) (TSRStrategy method) (UEADataset method) (USChange method) load_acsf1() (in module sktime.datasets) load_airline() (in module sktime.datasets) load_and_run_classification_experiment() (in module sktime.benchmarking.experiments) load_and_run_clustering_experiment() (in module sktime.benchmarking.experiments) load_arrow_head() (in module sktime.datasets) load_basic_motions() (in module sktime.datasets) load_fitted_strategy() (BaseResults method) (HDDBaseResults method) (HDDResults method) (RAMResults method) load_forecastingdata() (in module sktime.datasets) load_fpp3() (in module sktime.datasets) load_from_arff_to_dataframe() (in module sktime.datasets) load_from_long_to_dataframe() (in module sktime.datasets) load_from_path() (ADICVTransformer class method) (AggrDist class method) (Aggregator class method) (Airline class method) (AlignerDTW class method) (AlignerDtwDtai class method) (AlignerDTWfromDist class method) (AlignerDtwNumba class method) (AlignerEditNumba class method) (AlignerLuckyDtw class method) (AlignerNaive class method) (ARCH class method) (ARDL class method) (ARIMA class method) (ARLagOrderSelector class method) (ArrowHead class method) (Arsenal class method) (AUCalibration class method) (AutoARIMA class method) (AutoCorrelationTransformer class method) (AutoEnsembleForecaster class method) (AutoETS class method) (AutoREG class method) (AutoTS class method) (BaggingClassifier class method) (BaggingForecaster class method) (BaseClassifier class method) (BaseClusterer class method) (BaseDeepClassifier class method) (BaseDeepRegressor class method) (BaseEarlyClassifier class method) (BaseEstimator class method) (BaseForecaster class method) (BaseObject class method) (BasePairwiseTransformer class method) (BasePairwiseTransformerPanel class method) (BaseRegressor class method) (BaseStrategy class method) (BaseSupervisedLearningStrategy class method) (BaseTask class method) (BaseTimeSeriesLloyds class method) (BasicMotions class method) (BATS class method) (BinarySegmentation class method) (BKFilter class method) (Bollinger class method) (BOSSEnsemble class method) (BOSSVSClassifierPyts class method) (BottomUpReconciler class method) (BoxCoxBiasAdjustedForecaster class method) (BoxCoxTransformer class method) (CanonicalIntervalForest class method) (CAPA class method) (Catch22 class method) (Catch22Classifier class method) (Catch22Wrapper class method) (CFFilter class method) (ChronosForecaster class method) (CINNForecaster class method) (CircularBinarySegmentation class method) (ClaSPSegmentation class method) (ClaSPTransformer class method) (ClassifierPipeline class method) (ClearSky class method) (ClustererAsTransformer class method) (ClustererPipeline class method) (ClusterSegmenter class method) (CNNClassifier class method) (CNNRegressor class method) (CNTCClassifier class method) (CNTCRegressor class method) (ColumnConcatenator class method) (ColumnEnsembleClassifier class method) (ColumnEnsembleForecaster class method) (ColumnEnsembleTransformer class method) (ColumnSelect class method) (ColumnTransformer class method) (ColumnwiseTransformer class method) (CombinedDistance class method) (ComposableTimeSeriesForestClassifier class method) (ComposableTimeSeriesForestRegressor class method) (ConditionalDeseasonalizer class method) (ConformalIntervals class method) (ConstantPwTrafoPanel class method) (ConstraintViolation class method) (ContractableBOSS class method) (CosineTransformer class method) (CountryHolidaysTransformer class method) (Croston class method) (CRPS class method) (CtwDistTslearn class method) (CurveFitForecaster class method) (CutoffFhSplitter class method) (CutoffSplitter class method) (DartsLinearRegressionModel class method) (DartsRegressionModel class method) (DartsXGBModel class method) (DateTimeFeatures class method) (DerivativeSlopeTransformer class method) (Deseasonalizer class method) (DetectorAsTransformer class method) (DetectorPipeline class method) (Detrender class method) (Differencer class method) (DilationMappingTransformer class method) (DirectReductionForecaster class method) (DirectTabularRegressionForecaster class method) (DirectTimeSeriesRegressionForecaster class method) (DirRecTabularRegressionForecaster class method) (DirRecTimeSeriesRegressionForecaster class method) (DistanceFeatures class method) (DistFromAligner class method) (DistFromKernel class method) (DOBIN class method) (DontUpdate class method) (DrCIF class method) (DropNA class method) (DtwDist class method) (DtwDistTslearn class method) (DtwDtaidistMultiv class method) (DtwDtaidistUniv class method) (DtwPythonDist class method) (DummyClassifier class method) (DummyRegressor class method) (DummyRegularAnomalies class method) (DummyRegularChangePoints class method) (DWTTransformer class method) (DynamicFactor class method) (EAgglo class method) (EditDist class method) (ElasticEnsemble class method) (ElbowClassPairwise class method) (ElbowClassSum class method) (EmpiricalCoverage class method) (EnbPIForecaster class method) (EnsembleForecaster class method) (ESRNNForecaster class method) (ExpandingCutoffSplitter class method) (ExpandingGreedySplitter class method) (ExpandingSlidingWindowSplitter class method) (ExpandingWindowSplitter class method) (ExponentialSmoothing class method) (ExponentTransformer class method) (FallbackForecaster class method) (FCNClassifier class method) (FCNRegressor class method) (FeatureSelection class method) (FeatureUnion class method) (FhPlexForecaster class method) (Filter class method) (FinancialHolidaysTransformer class method) (FitInTransform class method) (FittedParamExtractor class method) (FixedParams class method) (FlatDist class method) (ForecastByLevel class method) (ForecastingGridSearchCV class method) (ForecastingOptunaSearchCV class method) (ForecastingPipeline class method) (ForecastingRandomizedSearchCV class method) (ForecastingSkoptSearchCV class method) (ForecastKnownValues class method) (ForecastX class method) (FourierFeatures class method) (FourierTransform class method) (FreshPRINCE class method) (FunctionParamFitter class method) (FunctionTransformer class method) (GAKernel class method) (GaussianHMM class method) (GeometricMeanAbsoluteError class method) (GeometricMeanRelativeAbsoluteError class method) (GeometricMeanRelativeSquaredError class method) (GeometricMeanSquaredError class method) (GMMHMM class method) (GreedyGaussianSegmentation class method) (GreykiteForecaster class method) (GroupbyCategoryForecaster class method) (GRUClassifier class method) (GRUFCNNClassifier class method) (GunPoint class method) (HampelFilter class method) (HCrystalBallAdapter class method) (HFTransformersForecaster class method) (HierarchicalDask class method) (HierarchicalPdMultiIndex class method) (HierarchicalPolarsEager class method) (HierarchicalProphet class method) (HierarchicalSalesToydata class method) (HierarchyEnsembleForecaster class method) (HIVECOTEV1 class method) (HIVECOTEV2 class method) (HMM class method) (HOG1DTransformer class method) (HolidayFeatures class method) (HPFilter class method) (HurstExponentTransformer class method) (Id class method) (IgnoreX class method) (Imputer class method) (InceptionTimeClassifier class method) (InceptionTimeRegressor class method) (IndepDist class method) (IndexSubset class method) (IndividualBOSS class method) (IndividualTDE class method) (InformationGainSegmentation class method) (InstanceSplitter class method) (IntervalSegmenter class method) (IntervalWidth class method) (InvertAugmenter class method) (InvertTransform class method) (ItalyPowerDemand class method) (IxToX class method) (JapaneseVowels class method) (KalmanFilterTransformerFP class method) (KalmanFilterTransformerPK class method) (KalmanFilterTransformerSIMD class method) (KernelFromDist class method) (KinematicFeatures class method) (KNeighborsTimeSeriesClassifier class method) (KNeighborsTimeSeriesClassifierPyts class method) (KNeighborsTimeSeriesClassifierTslearn class method) (KNeighborsTimeSeriesRegressor class method) (Lag class method) (LcssTslearn class method) (Logger class method) (LogLoss class method) (LogTransformer class method) (Longley class method) (LSTMFCNClassifier class method) (LSTMFCNRegressor class method) (LTSFDLinearForecaster class method) (LTSFLinearForecaster class method) (LTSFNLinearForecaster class method) (LTSFTransformerForecaster class method) (LuckyDtwDist class method) (Lynx class method) (M5Dataset class method) (MACNNClassifier class method) (MACNNRegressor class method) (Macroeconomic class method) (MAPAForecaster class method) (MatrixProfile class method) (MatrixProfileClassifier class method) (MatrixProfileTransformer class method) (MCDCNNClassifier class method) (MCDCNNRegressor class method) (MeanAbsoluteError class method) (MeanAbsolutePercentageError class method) (MeanAbsoluteScaledError class method) (MeanAsymmetricError class method) (MeanLinexError class method) (MeanRelativeAbsoluteError class method) (MeanSquaredError class method) (MeanSquaredErrorPercentage 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) (Merger class method) (MiddleOutReconciler class method) (MiniRocket class method) (MiniRocketMultivariate class method) (MiniRocketMultivariateVariable class method) (MLPClassifier class method) (MLPRegressor class method) (MOIRAIForecaster class method) (MomentFMClassifier class method) (MomentFMForecaster class method) (MovingBlockBootstrapTransformer class method) (MovingWindow class method) (MrSEQL class method) (MrSQM class method) (MSTL class method) (MultioutputTabularRegressionForecaster class method) (MultioutputTimeSeriesRegressionForecaster class method) (MultiplexClassifier class method) (MultiplexForecaster class method) (MultiplexRegressor class method) (MultiplexTransformer class method) (MultiRocket class method) (MultiRocketMultivariate class method) (MUSE class method) (MVCAPA class method) (MVTSTransformerClassifier class method) (NaiveForecaster class method) (NaiveVariance class method) (NeuralForecastDilatedRNN class method) (NeuralForecastGRU class method) (NeuralForecastLSTM class method) (NeuralForecastRNN class method) (NeuralForecastTCN class method) (NonNegativeOptimalReconciler class method) (OnlineEnsembleForecaster class method) (OptimalReconciler class method) (OptionalPassthrough class method) (OSULeaf class method) (PAA class method) (PAAlegacy class method) (PaddingTransformer class method) (PandasTransformAdaptor class method) (PanelDask class method) (PanelDfList class method) (PanelGluontsList class method) (PanelGluontsPandas class method) (PanelNp3D class method) (PanelPdMultiIndex class method) (PanelPolarsEager class method) (ParamFitterPipeline class method) (PartialAutoCorrelationTransformer class method) (PCATransformer class method) (PeakTimeFeature class method) (PELT class method) (Permute class method) (PinballLoss class method) (Pipeline class method) (PLAID class method) (PlateauFinder class method) (PluginParamsForecaster class method) (PluginParamsTransformer class method) (PoissonHMM class method) (PolynomialTrendForecaster class method) (ProbabilityThresholdEarlyClassifier class method) (Prophet class method) (ProphetPiecewiseLinearTrendForecaster class method) (Prophetverse class method) (ProximityForest class method) (ProximityStump class method) (ProximityTree class method) (PwTrafoPanelPipeline class method) (PyKANForecaster class method) (PyODDetector class method) (PytorchForecastingDeepAR class method) (PytorchForecastingNBeats class method) (PytorchForecastingNHiTS class method) (PytorchForecastingTFT class method) (RandomIntervalClassifier class method) (RandomIntervalFeatureExtractor class method) (RandomIntervals class method) (RandomIntervalSegmenter class method) (RandomIntervalSpectralEnsemble class method) (RandomSamplesAugmenter class method) (RandomShapeletTransform class method) (RBFForecaster class method) (RBFTransformer class method) (Reconciler class method) (ReconcilerForecaster class method) (RecursiveReductionForecaster class method) (RecursiveTabularRegressionForecaster class method) (RecursiveTimeSeriesRegressionForecaster class method) (ReducerTransform class method) (RegressorPipeline class method) (RelativeLoss class method) (Repeat class method) (RepeatBootstrapTransformer class method) (ResNetClassifier class method) (ResNetRegressor class method) (ReverseAugmenter class method) (Rocket class method) (RocketClassifier class method) (RocketPyts class method) (RocketRegressor class method) (SameLocSplitter class method) (SARIMAX class method) (SAX class method) (SAXlegacy class method) (ScaledAsinhTransformer class method) (ScaledLogitTransformer class method) (SCINetForecaster class method) (ScipyDist class method) (ScitypeHierarchical class method) (ScitypePanel class method) (ScitypeSeries class method) (ScitypeTable class method) (SeasonalDummiesOneHot class method) (SeasonalityACF class method) (SeasonalityACFqstat class method) (SeasonalityPeriodogram class method) (SeededBinarySegmentation class method) (SeriesDask class method) (SeriesGluontsList class method) (SeriesGluontsPandas class method) (SeriesNp2D class method) (SeriesPdDataFrame class method) (SeriesPdSeries class method) (SeriesPolarsEager class method) (SeriesXarray class method) (SFA class method) (SFAFast class method) (ShampooSales class method) (ShapeDTW class method) (ShapeletLearningClassifierPyts class method) (ShapeletLearningClassifierTslearn class method) (ShapeletTransform class method) (ShapeletTransformClassifier class method) (ShapeletTransformPyts class method) (SignatureClassifier class method) (SignatureKernel class method) (SignatureMoments class method) (SignatureTransformer class method) (SimpleRNNClassifier class method) (SimpleRNNRegressor class method) (SingleWindowSplitter class method) (SkforecastAutoreg class method) (SkforecastRecursive class method) (SklearnClassifierPipeline class method) (SklearnClustererPipeline class method) (SklearnRegressorPipeline class method) (SlidingGreedySplitter class method) (SlidingWindowSegmenter class method) (SlidingWindowSplitter class method) (SlopeTransformer class method) (SoftDtwDistTslearn class method) (Solar class method) (SplineTrendForecaster class method) (SplitterBootstrapTransformer class method) (SplitterSummarizer class method) (SqrtTransformer class method) (SquaredDistrLoss class method) (SquaringResiduals class method) (StackingForecaster class method) (StationarityADF class method) (StationarityADFArch class method) (StationarityDFGLS class method) (StationarityKPSS class method) (StationarityKPSSArch class method) (StationarityPhillipsPerron class method) (StationarityVarianceRatio class method) (StationarityZivotAndrews class method) (StatsForecastADIDA class method) (StatsForecastARCH class method) (StatsForecastAutoARIMA class method) (StatsForecastAutoCES class method) (StatsForecastAutoETS class method) (StatsForecastAutoTBATS class method) (StatsForecastAutoTheta class method) (StatsForecastGARCH class method) (StatsForecastMSTL class method) (StatsModelsARIMA class method) (StatThresholdAnomaliser class method) (STDBSCAN class method) (STLBootstrapTransformer class method) (STLForecaster class method) (STLTransformer class method) (STRAY class method) (SubLOF class method) (SubsequenceExtractionTransformer class method) (SummaryClassifier class method) (SummaryTransformer class method) (SupervisedIntervals class method) (SupervisedTimeSeriesForest class method) (TableListOfDict class method) (TableNp1D class method) (TableNp2D class method) (TablePdDataFrame class method) (TablePdSeries class method) (TablePolarsEager class method) (Tabularizer class method) (TabularToSeriesAdaptor class method) (TapNetClassifier class method) (TapNetRegressor class method) (TBATS class method) (TEASER class method) (Tecator class method) (TemporalDictionaryEnsemble class method) (TemporalTrainTestSplitter class method) (TemporianTransformer class method) (TestPlusTrainSplitter class method) (ThetaForecaster class method) (ThetaLinesTransformer class method) (ThetaModularForecaster class method) (ThresholdDetector class method) (TimeBinAggregate class method) (TimeBinner class method) (TimeLLMForecaster class method) (TimeMoEForecaster class method) (TimeSeriesDBSCAN class method) (TimeSeriesForestClassifier class method) (TimeSeriesForestRegressor class method) (TimeSeriesKernelKMeans class method) (TimeSeriesKMeans class method) (TimeSeriesKMeansTslearn class method) (TimeSeriesKMedoids class method) (TimeSeriesKShapes class method) (TimeSeriesKvisibility class method) (TimeSeriesSVC class method) (TimeSeriesSVCTslearn class method) (TimeSeriesSVRTslearn class method) (TimesFMForecaster class method) (TimeSince class method) (TinyTimeMixerForecaster class method) (TopdownReconciler class method) (TransformByLevel class method) (TransformedTargetForecaster class method) (TransformerPipeline class method) (TransformIf class method) (TransformSelectForecaster class method) (TrendForecaster class method) (TruncationTransformer class method) (TSBootstrapAdapter class method) (TSCGridSearchCV class method) (TSCStrategy class method) (TSCTask class method) (TSFreshClassifier class method) (TSFreshFeatureExtractor class method) (TSFreshRelevantFeatureExtractor class method) (TSInterpolator class method) (TSRGridSearchCV class method) (TSRStrategy class method) (TSRTask class method) (UnobservedComponents class method) (UpdateEvery class method) (UpdateRefitsEvery class method) (USChange class method) (VAR class method) (VARMAX class method) (VARReduce class method) (VECM class method) (VmdTransformer class method) (WEASEL class method) (WeightedEnsembleClassifier class method) (WhiteNoiseAugmenter class method) (WindowSegmenter class method) (WindowSummarizer class method) (YtoX class method) (ZeroAnomalies class method) (ZeroChangePoints class method) (ZeroSegments class method) load_from_serial() (ADICVTransformer class method) (AggrDist class method) (Aggregator class method) (Airline class method) (AlignerDTW class method) (AlignerDtwDtai class method) (AlignerDTWfromDist class method) (AlignerDtwNumba class method) (AlignerEditNumba class method) (AlignerLuckyDtw class method) (AlignerNaive class method) (ARCH class method) (ARDL class method) (ARIMA class method) (ARLagOrderSelector class method) (ArrowHead class method) (Arsenal class method) (AUCalibration class method) (AutoARIMA class method) (AutoCorrelationTransformer class method) (AutoEnsembleForecaster class method) (AutoETS class method) (AutoREG class method) (AutoTS class method) (BaggingClassifier class method) (BaggingForecaster class method) (BaseClassifier class method) (BaseClusterer class method) (BaseDeepClassifier class method) (BaseDeepRegressor class method) (BaseEarlyClassifier class method) (BaseEstimator class method) (BaseForecaster class method) (BaseObject class method) (BasePairwiseTransformer class method) (BasePairwiseTransformerPanel class method) (BaseRegressor class method) (BaseStrategy class method) (BaseSupervisedLearningStrategy class method) (BaseTask class method) (BaseTimeSeriesLloyds class method) (BasicMotions class method) (BATS class method) (BinarySegmentation class method) (BKFilter class method) (Bollinger class method) (BOSSEnsemble class method) (BOSSVSClassifierPyts class method) (BottomUpReconciler class method) (BoxCoxBiasAdjustedForecaster class method) (BoxCoxTransformer class method) (CanonicalIntervalForest class method) (CAPA class method) (Catch22 class method) (Catch22Classifier class method) (Catch22Wrapper class method) (CFFilter class method) (ChronosForecaster class method) (CINNForecaster class method) (CircularBinarySegmentation class method) (ClaSPSegmentation class method) (ClaSPTransformer class method) (ClassifierPipeline class method) (ClearSky class method) (ClustererAsTransformer class method) (ClustererPipeline class method) (ClusterSegmenter class method) (CNNClassifier class method) (CNNRegressor class method) (CNTCClassifier class method) (CNTCRegressor class method) (ColumnConcatenator class method) (ColumnEnsembleClassifier class method) (ColumnEnsembleForecaster class method) (ColumnEnsembleTransformer class method) (ColumnSelect class method) (ColumnTransformer class method) (ColumnwiseTransformer class method) (CombinedDistance class method) (ComposableTimeSeriesForestClassifier class method) (ComposableTimeSeriesForestRegressor class method) (ConditionalDeseasonalizer class method) (ConformalIntervals class method) (ConstantPwTrafoPanel class method) (ConstraintViolation class method) (ContractableBOSS class method) (CosineTransformer class method) (CountryHolidaysTransformer class method) (Croston class method) (CRPS class method) (CtwDistTslearn class method) (CurveFitForecaster class method) (CutoffFhSplitter class method) (CutoffSplitter class method) (DartsLinearRegressionModel class method) (DartsRegressionModel class method) (DartsXGBModel class method) (DateTimeFeatures class method) (DerivativeSlopeTransformer class method) (Deseasonalizer class method) (DetectorAsTransformer class method) (DetectorPipeline class method) (Detrender class method) (Differencer class method) (DilationMappingTransformer class method) (DirectReductionForecaster class method) (DirectTabularRegressionForecaster class method) (DirectTimeSeriesRegressionForecaster class method) (DirRecTabularRegressionForecaster class method) (DirRecTimeSeriesRegressionForecaster class method) (DistanceFeatures class method) (DistFromAligner class method) (DistFromKernel class method) (DOBIN class method) (DontUpdate class method) (DrCIF class method) (DropNA class method) (DtwDist class method) (DtwDistTslearn class method) (DtwDtaidistMultiv class method) (DtwDtaidistUniv class method) (DtwPythonDist class method) (DummyClassifier class method) (DummyRegressor class method) (DummyRegularAnomalies class method) (DummyRegularChangePoints class method) (DWTTransformer class method) (DynamicFactor class method) (EAgglo class method) (EditDist class method) (ElasticEnsemble class method) (ElbowClassPairwise class method) (ElbowClassSum class method) (EmpiricalCoverage class method) (EnbPIForecaster class method) (EnsembleForecaster class method) (ESRNNForecaster class method) (ExpandingCutoffSplitter class method) (ExpandingGreedySplitter class method) (ExpandingSlidingWindowSplitter class method) (ExpandingWindowSplitter class method) (ExponentialSmoothing class method) (ExponentTransformer class method) (FallbackForecaster class method) (FCNClassifier class method) (FCNRegressor class method) (FeatureSelection class method) (FeatureUnion class method) (FhPlexForecaster class method) (Filter class method) (FinancialHolidaysTransformer class method) (FitInTransform class method) (FittedParamExtractor class method) (FixedParams class method) (FlatDist class method) (ForecastByLevel class method) (ForecastingGridSearchCV class method) (ForecastingOptunaSearchCV class method) (ForecastingPipeline class method) (ForecastingRandomizedSearchCV class method) (ForecastingSkoptSearchCV class method) (ForecastKnownValues class method) (ForecastX class method) (FourierFeatures class method) (FourierTransform class method) (FreshPRINCE class method) (FunctionParamFitter class method) (FunctionTransformer class method) (GAKernel class method) (GaussianHMM class method) (GeometricMeanAbsoluteError class method) (GeometricMeanRelativeAbsoluteError class method) (GeometricMeanRelativeSquaredError class method) (GeometricMeanSquaredError class method) (GMMHMM class method) (GreedyGaussianSegmentation class method) (GreykiteForecaster class method) (GroupbyCategoryForecaster class method) (GRUClassifier class method) (GRUFCNNClassifier class method) (GunPoint class method) (HampelFilter class method) (HCrystalBallAdapter class method) (HFTransformersForecaster class method) (HierarchicalDask class method) (HierarchicalPdMultiIndex class method) (HierarchicalPolarsEager class method) (HierarchicalProphet class method) (HierarchicalSalesToydata class method) (HierarchyEnsembleForecaster class method) (HIVECOTEV1 class method) (HIVECOTEV2 class method) (HMM class method) (HOG1DTransformer class method) (HolidayFeatures class method) (HPFilter class method) (HurstExponentTransformer class method) (Id class method) (IgnoreX class method) (Imputer class method) (InceptionTimeClassifier class method) (InceptionTimeRegressor class method) (IndepDist class method) (IndexSubset class method) (IndividualBOSS class method) (IndividualTDE class method) (InformationGainSegmentation class method) (InstanceSplitter class method) (IntervalSegmenter class method) (IntervalWidth class method) (InvertAugmenter class method) (InvertTransform class method) (ItalyPowerDemand class method) (IxToX class method) (JapaneseVowels class method) (KalmanFilterTransformerFP class method) (KalmanFilterTransformerPK class method) (KalmanFilterTransformerSIMD class method) (KernelFromDist class method) (KinematicFeatures class method) (KNeighborsTimeSeriesClassifier class method) (KNeighborsTimeSeriesClassifierPyts class method) (KNeighborsTimeSeriesClassifierTslearn class method) (KNeighborsTimeSeriesRegressor class method) (Lag class method) (LcssTslearn class method) (Logger class method) (LogLoss class method) (LogTransformer class method) (Longley class method) (LSTMFCNClassifier class method) (LSTMFCNRegressor class method) (LTSFDLinearForecaster class method) (LTSFLinearForecaster class method) (LTSFNLinearForecaster class method) (LTSFTransformerForecaster class method) (LuckyDtwDist class method) (Lynx class method) (M5Dataset class method) (MACNNClassifier class method) (MACNNRegressor class method) (Macroeconomic class method) (MAPAForecaster class method) (MatrixProfile class method) (MatrixProfileClassifier class method) (MatrixProfileTransformer class method) (MCDCNNClassifier class method) (MCDCNNRegressor class method) (MeanAbsoluteError class method) (MeanAbsolutePercentageError class method) (MeanAbsoluteScaledError class method) (MeanAsymmetricError class method) (MeanLinexError class method) (MeanRelativeAbsoluteError class method) (MeanSquaredError class method) (MeanSquaredErrorPercentage 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) (Merger class method) (MiddleOutReconciler class method) (MiniRocket class method) (MiniRocketMultivariate class method) (MiniRocketMultivariateVariable class method) (MLPClassifier class method) (MLPRegressor class method) (MOIRAIForecaster class method) (MomentFMClassifier class method) (MomentFMForecaster class method) (MovingBlockBootstrapTransformer class method) (MovingWindow class method) (MrSEQL class method) (MrSQM class method) (MSTL class method) (MultioutputTabularRegressionForecaster class method) (MultioutputTimeSeriesRegressionForecaster class method) (MultiplexClassifier class method) (MultiplexForecaster class method) (MultiplexRegressor class method) (MultiplexTransformer class method) (MultiRocket class method) (MultiRocketMultivariate class method) (MUSE class method) (MVCAPA class method) (MVTSTransformerClassifier class method) (NaiveForecaster class method) (NaiveVariance class method) (NeuralForecastDilatedRNN class method) (NeuralForecastGRU class method) (NeuralForecastLSTM class method) (NeuralForecastRNN class method) (NeuralForecastTCN class method) (NonNegativeOptimalReconciler class method) (OnlineEnsembleForecaster class method) (OptimalReconciler class method) (OptionalPassthrough class method) (OSULeaf class method) (PAA class method) (PAAlegacy class method) (PaddingTransformer class method) (PandasTransformAdaptor class method) (PanelDask class method) (PanelDfList class method) (PanelGluontsList class method) (PanelGluontsPandas class method) (PanelNp3D class method) (PanelPdMultiIndex class method) (PanelPolarsEager class method) (ParamFitterPipeline class method) (PartialAutoCorrelationTransformer class method) (PCATransformer class method) (PeakTimeFeature class method) (PELT class method) (Permute class method) (PinballLoss class method) (Pipeline class method) (PLAID class method) (PlateauFinder class method) (PluginParamsForecaster class method) (PluginParamsTransformer class method) (PoissonHMM class method) (PolynomialTrendForecaster class method) (ProbabilityThresholdEarlyClassifier class method) (Prophet class method) (ProphetPiecewiseLinearTrendForecaster class method) (Prophetverse class method) (ProximityForest class method) (ProximityStump class method) (ProximityTree class method) (PwTrafoPanelPipeline class method) (PyKANForecaster class method) (PyODDetector class method) (PytorchForecastingDeepAR class method) (PytorchForecastingNBeats class method) (PytorchForecastingNHiTS class method) (PytorchForecastingTFT class method) (RandomIntervalClassifier class method) (RandomIntervalFeatureExtractor class method) (RandomIntervals class method) (RandomIntervalSegmenter class method) (RandomIntervalSpectralEnsemble class method) (RandomSamplesAugmenter class method) (RandomShapeletTransform class method) (RBFForecaster class method) (RBFTransformer class method) (Reconciler class method) (ReconcilerForecaster class method) (RecursiveReductionForecaster class method) (RecursiveTabularRegressionForecaster class method) (RecursiveTimeSeriesRegressionForecaster class method) (ReducerTransform class method) (RegressorPipeline class method) (RelativeLoss class method) (Repeat class method) (RepeatBootstrapTransformer class method) (ResNetClassifier class method) (ResNetRegressor class method) (ReverseAugmenter class method) (Rocket class method) (RocketClassifier class method) (RocketPyts class method) (RocketRegressor class method) (SameLocSplitter class method) (SARIMAX class method) (SAX class method) (SAXlegacy class method) (ScaledAsinhTransformer class method) (ScaledLogitTransformer class method) (SCINetForecaster class method) (ScipyDist class method) (ScitypeHierarchical class method) (ScitypePanel class method) (ScitypeSeries class method) (ScitypeTable class method) (SeasonalDummiesOneHot class method) (SeasonalityACF class method) (SeasonalityACFqstat class method) (SeasonalityPeriodogram class method) (SeededBinarySegmentation class method) (SeriesDask class method) (SeriesGluontsList class method) (SeriesGluontsPandas class method) (SeriesNp2D class method) (SeriesPdDataFrame class method) (SeriesPdSeries class method) (SeriesPolarsEager class method) (SeriesXarray class method) (SFA class method) (SFAFast class method) (ShampooSales class method) (ShapeDTW class method) (ShapeletLearningClassifierPyts class method) (ShapeletLearningClassifierTslearn class method) (ShapeletTransform class method) (ShapeletTransformClassifier class method) (ShapeletTransformPyts class method) (SignatureClassifier class method) (SignatureKernel class method) (SignatureMoments class method) (SignatureTransformer class method) (SimpleRNNClassifier class method) (SimpleRNNRegressor class method) (SingleWindowSplitter class method) (SkforecastAutoreg class method) (SkforecastRecursive class method) (SklearnClassifierPipeline class method) (SklearnClustererPipeline class method) (SklearnRegressorPipeline class method) (SlidingGreedySplitter class method) (SlidingWindowSegmenter class method) (SlidingWindowSplitter class method) (SlopeTransformer class method) (SoftDtwDistTslearn class method) (Solar class method) (SplineTrendForecaster class method) (SplitterBootstrapTransformer class method) (SplitterSummarizer class method) (SqrtTransformer class method) (SquaredDistrLoss class method) (SquaringResiduals class method) (StackingForecaster class method) (StationarityADF class method) (StationarityADFArch class method) (StationarityDFGLS class method) (StationarityKPSS class method) (StationarityKPSSArch class method) (StationarityPhillipsPerron class method) (StationarityVarianceRatio class method) (StationarityZivotAndrews class method) (StatsForecastADIDA class method) (StatsForecastARCH class method) (StatsForecastAutoARIMA class method) (StatsForecastAutoCES class method) (StatsForecastAutoETS class method) (StatsForecastAutoTBATS class method) (StatsForecastAutoTheta class method) (StatsForecastGARCH class method) (StatsForecastMSTL class method) (StatsModelsARIMA class method) (StatThresholdAnomaliser class method) (STDBSCAN class method) (STLBootstrapTransformer class method) (STLForecaster class method) (STLTransformer class method) (STRAY class method) (SubLOF class method) (SubsequenceExtractionTransformer class method) (SummaryClassifier class method) (SummaryTransformer class method) (SupervisedIntervals class method) (SupervisedTimeSeriesForest class method) (TableListOfDict class method) (TableNp1D class method) (TableNp2D class method) (TablePdDataFrame class method) (TablePdSeries class method) (TablePolarsEager class method) (Tabularizer class method) (TabularToSeriesAdaptor class method) (TapNetClassifier class method) (TapNetRegressor class method) (TBATS class method) (TEASER class method) (Tecator class method) (TemporalDictionaryEnsemble class method) (TemporalTrainTestSplitter class method) (TemporianTransformer class method) (TestPlusTrainSplitter class method) (ThetaForecaster class method) (ThetaLinesTransformer class method) (ThetaModularForecaster class method) (ThresholdDetector class method) (TimeBinAggregate class method) (TimeBinner class method) (TimeLLMForecaster class method) (TimeMoEForecaster class method) (TimeSeriesDBSCAN class method) (TimeSeriesForestClassifier class method) (TimeSeriesForestRegressor class method) (TimeSeriesKernelKMeans class method) (TimeSeriesKMeans class method) (TimeSeriesKMeansTslearn class method) (TimeSeriesKMedoids class method) (TimeSeriesKShapes class method) (TimeSeriesKvisibility class method) (TimeSeriesSVC class method) (TimeSeriesSVCTslearn class method) (TimeSeriesSVRTslearn class method) (TimesFMForecaster class method) (TimeSince class method) (TinyTimeMixerForecaster class method) (TopdownReconciler class method) (TransformByLevel class method) (TransformedTargetForecaster class method) (TransformerPipeline class method) (TransformIf class method) (TransformSelectForecaster class method) (TrendForecaster class method) (TruncationTransformer class method) (TSBootstrapAdapter class method) (TSCGridSearchCV class method) (TSCStrategy class method) (TSCTask class method) (TSFreshClassifier class method) (TSFreshFeatureExtractor class method) (TSFreshRelevantFeatureExtractor class method) (TSInterpolator class method) (TSRGridSearchCV class method) (TSRStrategy class method) (TSRTask class method) (UnobservedComponents class method) (UpdateEvery class method) (UpdateRefitsEvery class method) (USChange class method) (VAR class method) (VARMAX class method) (VARReduce class method) (VECM class method) (VmdTransformer class method) (WEASEL class method) (WeightedEnsembleClassifier class method) (WhiteNoiseAugmenter class method) (WindowSegmenter class method) (WindowSummarizer class method) (YtoX class method) (ZeroAnomalies class method) (ZeroChangePoints class method) (ZeroSegments class method) load_from_tsfile() (in module sktime.datasets) load_from_tsfile_to_dataframe() (in module sktime.datasets) load_from_ucr_tsv_to_dataframe() (in module sktime.datasets) load_gunpoint() (in module sktime.datasets) load_hierarchical_sales_toydata() (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_m5() (in module sktime.datasets) load_macroeconomic() (in module sktime.datasets) load_model() (in module sktime.utils.mlflow_sktime) load_osuleaf() (in module sktime.datasets) load_predictions() (BaseResults method) (HDDBaseResults method) (HDDResults method) (RAMResults method) load_shampoo_sales() (in module sktime.datasets) load_solar() (in module sktime.datasets) load_tecator() (in module sktime.datasets) load_tsf_to_dataframe() (in module sktime.datasets) load_UCR_UEA_dataset() (in module sktime.datasets) load_uschange() (in module sktime.datasets) loader_func() (Airline method) (ArrowHead method) (BasicMotions method) (GunPoint method) (HierarchicalSalesToydata method) (ItalyPowerDemand method) (JapaneseVowels method) (Longley method) (Lynx method) (Macroeconomic method) (OSULeaf method) (PLAID method) (ShampooSales method) (Solar method) (Tecator method) (USChange method) log_model() (in module sktime.utils.mlflow_sktime) Logger (class in sktime.transformations.compose) LogLoss (class in sktime.performance_metrics.forecasting.probabilistic) LogTransformer (class in sktime.transformations.series.boxcox) Longley (class in sktime.datasets.forecasting.longley) LSTMFCNClassifier (class in sktime.classification.deep_learning.lstmfcn) LSTMFCNRegressor (class in sktime.regression.deep_learning.lstmfcn) LTSFDLinearForecaster (class in sktime.forecasting.ltsf) LTSFLinearForecaster (class in sktime.forecasting.ltsf) LTSFNLinearForecaster (class in sktime.forecasting.ltsf) LTSFTransformerForecaster (class in sktime.forecasting.ltsf) LuckyDtwDist (class in sktime.dists_kernels.lucky) Lynx (class in sktime.datasets.forecasting.lynx) M M5Dataset (class in sktime.datasets.forecasting.m5_competition) MACNNClassifier (class in sktime.classification.deep_learning.macnn) MACNNRegressor (class in sktime.regression.deep_learning.macnn) Macroeconomic (class in sktime.datasets.forecasting.macroeconomic) maintainers() (in module sktime.registry._tags) make_forecasting_scorer() (in module sktime.performance_metrics.forecasting) make_pipeline() (in module sktime.pipeline) (in module sktime.pipeline._make_pipeline) make_reduction() (in module sktime.forecasting.compose) MAPAForecaster (class in sktime.forecasting.mapa) MatrixProfile (class in sktime.transformations.panel.matrix_profile) MatrixProfileClassifier (class in sktime.classification.feature_based) MatrixProfileTransformer (class in sktime.transformations.series.matrix_profile) MCDCNNClassifier (class in sktime.classification.deep_learning.mcdcnn) MCDCNNRegressor (class in sktime.regression.deep_learning.mcdcnn) 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) MeanSquaredErrorPercentage (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) Merger (class in sktime.transformations.merger) metadata (BaseTask property) (TSCTask property) (TSRTask property) metric_names (Evaluator property) metrics (Evaluator property) metrics_by_strategy (Evaluator property) metrics_by_strategy_dataset (Evaluator property) MiddleOutReconciler (class in sktime.transformations.hierarchical.reconcile) MiniRocket (class in sktime.transformations.panel.rocket) MiniRocketMultivariate (class in sktime.transformations.panel.rocket) MiniRocketMultivariateVariable (class in sktime.transformations.panel.rocket) MLPClassifier (class in sktime.classification.deep_learning.mlp) MLPRegressor (class in sktime.regression.deep_learning.mlp) Model selection: module sktime.base sktime.datasets, [1], [2], [3], [4] sktime.datatypes sktime.exceptions sktime.performance_metrics sktime.pipeline sktime.registry, [1] sktime.series_as_features sktime.utils.estimator_checks sktime.utils.mlflow_sktime sktime.utils.plotting MOIRAIForecaster (class in sktime.forecasting.moirai_forecaster) MomentFMClassifier (class in sktime.classification.foundation_models) MomentFMForecaster (class in sktime.forecasting.hf_momentfm_forecaster) MovingBlockBootstrapTransformer (class in sktime.transformations.bootstrap) MovingWindow (class in sktime.detection.skchange_cp.moving_window) MrSEQL (class in sktime.classification.shapelet_based) MrSQM (class in sktime.classification.shapelet_based) msm_distance() (in module sktime.distances) MSTL (class in sktime.transformations.series.detrend.mstl) mtype mtype() (in module sktime.datatypes) mtype_to_scitype() (in module sktime.datatypes) MultioutputTabularRegressionForecaster (class in sktime.forecasting.compose) MultioutputTimeSeriesRegressionForecaster (class in sktime.forecasting.compose) MultiplexClassifier (class in sktime.classification.compose) MultiplexForecaster (class in sktime.forecasting.compose) MultiplexRegressor (class in sktime.regression.compose) MultiplexTransformer (class in sktime.transformations.compose) MultiRocket (class in sktime.transformations.panel.rocket) MultiRocketMultivariate (class in sktime.transformations.panel.rocket) Multivariate time series MUSE (class in sktime.classification.dictionary_based) MVCAPA (class in sktime.detection.skchange_aseg.mvcapa) MVTSTransformerClassifier (class in sktime.classification.deep_learning.mvts_transformer) N NaiveForecaster (class in sktime.forecasting.naive) NaiveVariance (class in sktime.forecasting.naive) name (BaseDataset property) (BaseStrategy property) (BaseSupervisedLearningStrategy property) (HDDBaseDataset property) (NotEvaluatedError attribute) (NotFittedError attribute) (RAMDataset property) (TSCStrategy property) (TSRStrategy property) (UEADataset property) named_steps (DetectorPipeline property) (ForecastingPipeline property) (TransformedTargetForecaster property) named_transformers_ (ColumnTransformer property) nemenyi() (Evaluator method) NeuralForecastDilatedRNN (class in sktime.forecasting.neuralforecast) NeuralForecastGRU (class in sktime.forecasting.neuralforecast) NeuralForecastLSTM (class in sktime.forecasting.neuralforecast) NeuralForecastRNN (class in sktime.forecasting.neuralforecast) NeuralForecastTCN (class in sktime.forecasting.neuralforecast) NNLSEnsemble (class in sktime.forecasting.online_learning) NonNegativeOptimalReconciler (class in sktime.transformations.hierarchical.reconcile) NormalHedgeEnsemble (class in sktime.forecasting.online_learning) NotEvaluatedError (class in sktime.exceptions) NotFittedError (class in sktime.exceptions) O obj (NotEvaluatedError attribute) (NotFittedError attribute) object_type() (in module sktime.registry._tags) OnlineEnsembleForecaster (class in sktime.forecasting.online_learning) OptimalReconciler (class in sktime.transformations.hierarchical.reconcile) OptionalPassthrough (class in sktime.transformations.compose) Orchestrator (class in sktime.benchmarking.orchestration) OSULeaf (class in sktime.datasets.classification.osuleaf) P PAA (class in sktime.transformations.series.paa) PAAlegacy (class in sktime.transformations.panel.dictionary_based) PaddingTransformer (class in sktime.transformations.panel.padder) pairwise_distance() (in module sktime.distances) PairwiseMetric (class in sktime.benchmarking.metrics) PandasTransformAdaptor (class in sktime.transformations.series.adapt) Panel time series PanelDask (class in sktime.datatypes._panel._check) PanelDfList (class in sktime.datatypes._panel._check) PanelGluontsList (class in sktime.datatypes._panel._check) PanelGluontsPandas (class in sktime.datatypes._panel._check) PanelNp3D (class in sktime.datatypes._panel._check) PanelPdMultiIndex (class in sktime.datatypes._panel._check) PanelPolarsEager (class in sktime.datatypes._panel._check) ParamFitterPipeline (class in sktime.param_est.compose) PartialAutoCorrelationTransformer (class in sktime.transformations.series.acf) path (HDDBaseDataset property) (HDDBaseResults property) (HDDResults property) (UEADataset property) path_to_data_dir (M5Dataset property) PCATransformer (class in sktime.transformations.panel.pca) PeakTimeFeature (class in sktime.transformations.series.peak) PELT (class in sktime.detection.skchange_cp.pelt) Permute (class in sktime.forecasting.compose) pick_distance_measure() (ProximityForest method) (ProximityStump method) (ProximityTree method) PinballLoss (class in sktime.performance_metrics.forecasting.probabilistic) Pipeline (class in sktime.pipeline.pipeline) PLAID (class in sktime.datasets.classification.plaid) PlateauFinder (class in sktime.transformations.panel.summarize) plot_boxplots() (Evaluator method) plot_calibration() (in module sktime.utils.plotting) plot_components() (STLForecaster method) plot_correlations() (in module sktime.utils.plotting) plot_critical_difference_diagram() (Evaluator method) plot_diagnostics() (DynamicFactor method) (UnobservedComponents method) plot_interval() (in module sktime.utils.plotting) plot_lags() (in module sktime.utils.plotting) plot_log_log() (HurstExponentTransformer method) plot_series() (in module sktime.utils.plotting) plot_windows() (in module sktime.utils.plotting) PluginParamsForecaster (class in sktime.param_est.plugin) PluginParamsTransformer (class in sktime.param_est.plugin) PoissonHMM (class in sktime.detection.hmm_learn.poisson) PolynomialTrendForecaster (class in sktime.forecasting.trend) predict() (ARCH method) (ARDL method) (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingClassifier method) (BaggingForecaster method) (BaseClassifier method) (BaseClusterer method) (BaseDeepClassifier method) (BaseDeepRegressor method) (BaseEarlyClassifier method) (BaseForecaster method) (BaseRegressor method) (BaseSupervisedLearningStrategy method) (BaseTimeSeriesLloyds method) (BATS method) (BinarySegmentation method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (BoxCoxBiasAdjustedForecaster method) (CanonicalIntervalForest method) (CAPA method) (Catch22Classifier method) (ChronosForecaster method) (CINNForecaster method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClassifierPipeline method) (ClustererPipeline method) (ClusterSegmenter method) (CNNClassifier method) (CNNRegressor method) (CNTCClassifier method) (CNTCRegressor method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (ConformalIntervals method) (ContinuousIntervalTree method) (ContractableBOSS method) (Croston method) (CurveFitForecaster method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DetectorPipeline method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DontUpdate method) (DrCIF method) (DummyClassifier method) (DummyRegressor method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DynamicFactor method) (ElasticEnsemble method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExponentialSmoothing method) (FallbackForecaster method) (FCNClassifier method) (FCNRegressor method) (FhPlexForecaster method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FreshPRINCE method) (GaussianHMM method) (GMMHMM method) (GreedyGaussianSegmentation method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (GRUClassifier method) (GRUFCNNClassifier method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalProphet method) (HierarchyEnsembleForecaster method) (HIVECOTEV1 method) (HIVECOTEV2 method) (HMM method) (IgnoreX method) (InceptionTimeClassifier method) (InceptionTimeRegressor method) (IndividualBOSS method) (IndividualTDE method) (InformationGainSegmentation method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (KNeighborsTimeSeriesRegressor method) (LSTMFCNClassifier method) (LSTMFCNRegressor method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (MACNNClassifier method) (MACNNRegressor method) (MAPAForecaster method) (MatrixProfileClassifier method) (MCDCNNClassifier method) (MCDCNNRegressor method) (MLPClassifier method) (MLPRegressor method) (MOIRAIForecaster method) (MomentFMClassifier method) (MomentFMForecaster method) (MovingWindow method) (MrSEQL method) (MrSQM method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexClassifier method) (MultiplexForecaster method) (MultiplexRegressor method) (MUSE method) (MVCAPA method) (MVTSTransformerClassifier method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (OnlineEnsembleForecaster method) (Orchestrator method) (PELT method) (Permute method) (Pipeline method) (PluginParamsForecaster method) (PoissonHMM method) (PolynomialTrendForecaster method) (ProbabilityThresholdEarlyClassifier method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyKANForecaster method) (PyODDetector method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RandomIntervalClassifier method) (RandomIntervalSpectralEnsemble method) (RBFForecaster method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (RegressorPipeline method) (ResNetClassifier method) (ResNetRegressor method) (RocketClassifier method) (RocketRegressor method) (RotationForest method) (SARIMAX method) (SCINetForecaster method) (SeededBinarySegmentation method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SimpleRNNClassifier method) (SimpleRNNRegressor method) (SkforecastAutoreg method) (SkforecastRecursive method) (SklearnClassifierPipeline method) (SklearnClustererPipeline method) (SklearnRegressorPipeline method) (SplineTrendForecaster method) (SquaringResiduals method) (StackingForecaster method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (StatThresholdAnomaliser method) (STDBSCAN method) (STLForecaster method) (SubLOF method) (SummaryClassifier method) (SupervisedTimeSeriesForest method) (TapNetClassifier method) (TapNetRegressor method) (TBATS method) (TEASER method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaModularForecaster method) (ThresholdDetector method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimeSeriesDBSCAN method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMeansTslearn method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesKvisibility method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TimeSeriesSVRTslearn method) (TimesFMForecaster method) (TinyTimeMixerForecaster method) (TransformedTargetForecaster method) (TransformSelectForecaster method) (TrendForecaster method) (TSCGridSearchCV method) (TSCStrategy method) (TSFreshClassifier method) (TSRGridSearchCV method) (TSRStrategy method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (WEASEL method) (WeightedEnsembleClassifier method) (WindowSegmenter method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) predict_interval() (ARCH method) (ARDL method) (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingForecaster method) (BaseForecaster method) (BATS method) (BoxCoxBiasAdjustedForecaster method) (ChronosForecaster method) (CINNForecaster method) (ColumnEnsembleForecaster method) (ConformalIntervals method) (Croston method) (CurveFitForecaster method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DontUpdate method) (DynamicFactor method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExponentialSmoothing method) (FallbackForecaster method) (FhPlexForecaster method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalProphet method) (HierarchyEnsembleForecaster method) (IgnoreX method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (MAPAForecaster method) (MOIRAIForecaster method) (MomentFMForecaster method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (OnlineEnsembleForecaster method) (Permute method) (Pipeline method) (PluginParamsForecaster method) (PolynomialTrendForecaster method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (PyKANForecaster method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RBFForecaster method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (SARIMAX method) (SCINetForecaster method) (SkforecastAutoreg method) (SkforecastRecursive method) (SplineTrendForecaster method) (SquaringResiduals method) (StackingForecaster method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (STLForecaster method) (TBATS method) (ThetaForecaster method) (ThetaModularForecaster method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimesFMForecaster method) (TinyTimeMixerForecaster method) (TransformedTargetForecaster method) (TransformSelectForecaster method) (TrendForecaster method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) predict_log_proba() (ComposableTimeSeriesForestClassifier method) (TimeSeriesForestClassifier method) predict_points() (BinarySegmentation method) (CAPA method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClusterSegmenter method) (DetectorPipeline method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (GaussianHMM method) (GMMHMM method) (GreedyGaussianSegmentation method) (HMM method) (MovingWindow method) (MVCAPA method) (PELT method) (PoissonHMM method) (PyODDetector method) (SeededBinarySegmentation method) (StatThresholdAnomaliser method) (SubLOF method) (ThresholdDetector method) (WindowSegmenter method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) predict_proba() (ARCH method) (ARDL method) (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingClassifier method) (BaggingForecaster method) (BaseClassifier method) (BaseClusterer method) (BaseDeepClassifier method) (BaseEarlyClassifier method) (BaseForecaster method) (BaseTimeSeriesLloyds method) (BATS method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (BoxCoxBiasAdjustedForecaster method) (CanonicalIntervalForest method) (Catch22Classifier method) (ChronosForecaster method) (CINNForecaster method) (ClassifierPipeline method) (ClustererPipeline method) (CNNClassifier method) (CNTCClassifier method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (ConformalIntervals method) (ContinuousIntervalTree method) (ContractableBOSS method) (Croston method) (CurveFitForecaster method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DontUpdate method) (DrCIF method) (DummyClassifier method) (DynamicFactor method) (ElasticEnsemble method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExponentialSmoothing method) (FallbackForecaster method) (FCNClassifier method) (FhPlexForecaster method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FreshPRINCE method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (GRUClassifier method) (GRUFCNNClassifier method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalProphet method) (HierarchyEnsembleForecaster method) (HIVECOTEV1 method) (HIVECOTEV2 method) (IgnoreX method) (InceptionTimeClassifier method) (IndividualBOSS method) (IndividualTDE method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (LSTMFCNClassifier method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (MACNNClassifier method) (MAPAForecaster method) (MatrixProfileClassifier method) (MCDCNNClassifier method) (MLPClassifier method) (MOIRAIForecaster method) (MomentFMClassifier method) (MomentFMForecaster method) (MrSEQL method) (MrSQM method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexClassifier method) (MultiplexForecaster method) (MUSE method) (MVTSTransformerClassifier method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (OnlineEnsembleForecaster method) (Permute method) (PluginParamsForecaster method) (PolynomialTrendForecaster method) (ProbabilityThresholdEarlyClassifier method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyKANForecaster method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RandomIntervalClassifier method) (RandomIntervalSpectralEnsemble method) (RBFForecaster method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ResNetClassifier method) (RocketClassifier method) (RotationForest method) (SARIMAX method) (SCINetForecaster method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SimpleRNNClassifier method) (SkforecastAutoreg method) (SkforecastRecursive method) (SklearnClassifierPipeline method) (SklearnClustererPipeline method) (SplineTrendForecaster method) (SquaringResiduals method) (StackingForecaster method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (STDBSCAN method) (STLForecaster method) (SummaryClassifier method) (SupervisedTimeSeriesForest method) (TapNetClassifier method) (TBATS method) (TEASER method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaModularForecaster method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimeSeriesDBSCAN method) (TimeSeriesForestClassifier method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMeansTslearn method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesKvisibility method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TimesFMForecaster method) (TinyTimeMixerForecaster method) (TransformedTargetForecaster method) (TransformSelectForecaster method) (TrendForecaster method) (TSCGridSearchCV method) (TSFreshClassifier method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (WEASEL method) (WeightedEnsembleClassifier method) predict_quantiles() (ARCH method) (ARDL method) (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingForecaster method) (BaseForecaster method) (BATS method) (BoxCoxBiasAdjustedForecaster method) (ChronosForecaster method) (CINNForecaster method) (ColumnEnsembleForecaster method) (ConformalIntervals method) (Croston method) (CurveFitForecaster method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DontUpdate method) (DynamicFactor method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExponentialSmoothing method) (FallbackForecaster method) (FhPlexForecaster method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalProphet method) (HierarchyEnsembleForecaster method) (IgnoreX method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (MAPAForecaster method) (MOIRAIForecaster method) (MomentFMForecaster method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (OnlineEnsembleForecaster method) (Permute method) (Pipeline method) (PluginParamsForecaster method) (PolynomialTrendForecaster method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (PyKANForecaster method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RBFForecaster method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (SARIMAX method) (SCINetForecaster method) (SkforecastAutoreg method) (SkforecastRecursive method) (SplineTrendForecaster method) (SquaringResiduals method) (StackingForecaster method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (STLForecaster method) (TBATS method) (ThetaForecaster method) (ThetaModularForecaster method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimesFMForecaster method) (TinyTimeMixerForecaster method) (TransformedTargetForecaster method) (TransformSelectForecaster method) (TrendForecaster method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) predict_residuals() (ARCH method) (ARDL method) (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingForecaster method) (BaseForecaster method) (BATS method) (BoxCoxBiasAdjustedForecaster method) (ChronosForecaster method) (CINNForecaster method) (ColumnEnsembleForecaster method) (ConformalIntervals method) (Croston method) (CurveFitForecaster method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DontUpdate method) (DynamicFactor method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExponentialSmoothing method) (FallbackForecaster method) (FhPlexForecaster method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalProphet method) (HierarchyEnsembleForecaster method) (IgnoreX method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (MAPAForecaster method) (MOIRAIForecaster method) (MomentFMForecaster method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (OnlineEnsembleForecaster method) (Permute method) (Pipeline method) (PluginParamsForecaster method) (PolynomialTrendForecaster method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (PyKANForecaster method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RBFForecaster method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (SARIMAX method) (SCINetForecaster method) (SkforecastAutoreg method) (SkforecastRecursive method) (SplineTrendForecaster method) (SquaringResiduals method) (StackingForecaster method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (STLForecaster method) (TBATS method) (ThetaForecaster method) (ThetaModularForecaster method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimesFMForecaster method) (TinyTimeMixerForecaster method) (TransformedTargetForecaster method) (TransformSelectForecaster method) (TrendForecaster method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) predict_scores() (BinarySegmentation method) (CAPA method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClusterSegmenter method) (DetectorPipeline method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (GaussianHMM method) (GMMHMM method) (GreedyGaussianSegmentation method) (HMM method) (MovingWindow method) (MVCAPA method) (PELT method) (PoissonHMM method) (PyODDetector method) (SeededBinarySegmentation method) (StatThresholdAnomaliser method) (SubLOF method) (ThresholdDetector method) (WindowSegmenter method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) predict_segments() (BinarySegmentation method) (CAPA method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClusterSegmenter method) (DetectorPipeline method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (GaussianHMM method) (GMMHMM method) (GreedyGaussianSegmentation method) (HMM method) (MovingWindow method) (MVCAPA method) (PELT method) (PoissonHMM method) (PyODDetector method) (SeededBinarySegmentation method) (StatThresholdAnomaliser method) (SubLOF method) (ThresholdDetector method) (WindowSegmenter method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) predict_var() (ARCH method) (ARDL method) (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingForecaster method) (BaseForecaster method) (BATS method) (BoxCoxBiasAdjustedForecaster method) (ChronosForecaster method) (CINNForecaster method) (ColumnEnsembleForecaster method) (ConformalIntervals method) (Croston method) (CurveFitForecaster method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DontUpdate method) (DynamicFactor method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExponentialSmoothing method) (FallbackForecaster method) (FhPlexForecaster method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalProphet method) (HierarchyEnsembleForecaster method) (IgnoreX method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (MAPAForecaster method) (MOIRAIForecaster method) (MomentFMForecaster method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (OnlineEnsembleForecaster method) (Permute method) (PluginParamsForecaster method) (PolynomialTrendForecaster method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (PyKANForecaster method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RBFForecaster method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (SARIMAX method) (SCINetForecaster method) (SkforecastAutoreg method) (SkforecastRecursive method) (SplineTrendForecaster method) (SquaringResiduals method) (StackingForecaster method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (STLForecaster method) (TBATS method) (ThetaForecaster method) (ThetaModularForecaster method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimesFMForecaster method) (TinyTimeMixerForecaster method) (TransformedTargetForecaster method) (TransformSelectForecaster method) (TrendForecaster method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) prediction_ratio() (in module sktime.performance_metrics.annotation) prepare_input() (CNTCClassifier method) (CNTCRegressor method) PresplitFilesCV (class in sktime.series_as_features.model_selection) ProbabilityThresholdEarlyClassifier (class in sktime.classification.early_classification) Prophet (class in sktime.forecasting.fbprophet) ProphetPiecewiseLinearTrendForecaster (class in sktime.forecasting.trend) Prophetverse (class in sktime.forecasting.prophetverse) ProximityForest (class in sktime.classification.distance_based) ProximityStump (class in sktime.classification.distance_based) ProximityTree (class in sktime.classification.distance_based) PwTrafoPanelPipeline (class in sktime.dists_kernels.compose) PyKANForecaster (class in sktime.forecasting.pykan_forecaster) PyODDetector (class in sktime.detection.adapters) python_dependencies() (in module sktime.registry._tags) python_version() (in module sktime.registry._tags) PytorchForecastingDeepAR (class in sktime.forecasting.pytorchforecasting) PytorchForecastingNBeats (class in sktime.forecasting.pytorchforecasting) PytorchForecastingNHiTS (class in sktime.forecasting.pytorchforecasting) PytorchForecastingTFT (class in sktime.forecasting.pytorchforecasting) R RAMDataset (class in sktime.benchmarking.data) RAMResults (class in sktime.benchmarking.results) RandIndex() (in module sktime.performance_metrics.detection) RandomIntervalClassifier (class in sktime.classification.feature_based) RandomIntervalFeatureExtractor (class in sktime.transformations.panel.summarize) RandomIntervals (class in sktime.transformations.panel.random_intervals) RandomIntervalSegmenter (class in sktime.transformations.panel.segment) RandomIntervalSpectralEnsemble (class in sktime.classification.interval_based) RandomSamplesAugmenter (class in sktime.transformations.series.augmenter) RandomShapeletTransform (class in sktime.transformations.panel.shapelet_transform) rank() (Evaluator method) ranksum_test() (Evaluator method) RBFForecaster (class in sktime.forecasting.rbf_forecaster) RBFTransformer (class in sktime.transformations.series.basisfunction) Reconciler (class in sktime.transformations.hierarchical.reconcile) ReconcilerForecaster (class in sktime.forecasting.reconcile) RecursiveReductionForecaster (class in sktime.forecasting.compose) RecursiveTabularRegressionForecaster (class in sktime.forecasting.compose) RecursiveTimeSeriesRegressionForecaster (class in sktime.forecasting.compose) ReducerTransform (class in sktime.transformations.series.lag) Reduction RegressorPipeline (class in sktime.regression.compose) relative_loss() (in module sktime.performance_metrics.forecasting) RelativeLoss (class in sktime.performance_metrics.forecasting) remove_self_similar_shapelets() (ShapeletTransform static method) Repeat (class in sktime.split.compose) RepeatBootstrapTransformer (class in sktime.transformations.bootstrap) requires_cython() (in module sktime.registry._tags) requires_fh_in_fit() (in module sktime.registry._tags) requires_x() (in module sktime.registry._tags) requires_y() (in module sktime.registry._tags) reset() (ADICVTransformer method) (AggrDist method) (Aggregator method) (Airline method) (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) (ARCH method) (ARDL method) (ARIMA method) (ARLagOrderSelector method) (ArrowHead method) (Arsenal method) (AUCalibration method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingClassifier method) (BaggingForecaster method) (BaseClassifier method) (BaseClusterer method) (BaseDeepClassifier method) (BaseDeepRegressor method) (BaseEarlyClassifier method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BasePairwiseTransformer method) (BasePairwiseTransformerPanel method) (BaseRegressor method) (BaseStrategy method) (BaseSupervisedLearningStrategy method) (BaseTask method) (BaseTimeSeriesLloyds method) (BasicMotions method) (BATS method) (BinarySegmentation method) (BKFilter method) (Bollinger method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (BottomUpReconciler method) (BoxCoxBiasAdjustedForecaster method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (CAPA method) (Catch22 method) (Catch22Classifier method) (Catch22Wrapper method) (CFFilter method) (ChronosForecaster method) (CINNForecaster method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClaSPTransformer method) (ClassifierPipeline method) (ClearSky method) (ClustererAsTransformer method) (ClustererPipeline method) (ClusterSegmenter method) (CNNClassifier method) (CNNRegressor method) (CNTCClassifier method) (CNTCRegressor method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnEnsembleTransformer method) (ColumnSelect method) (ColumnTransformer method) (ColumnwiseTransformer method) (CombinedDistance method) (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ConstantPwTrafoPanel method) (ConstraintViolation method) (ContractableBOSS method) (CosineTransformer method) (CountryHolidaysTransformer method) (Croston method) (CRPS method) (CtwDistTslearn method) (CurveFitForecaster method) (CutoffFhSplitter method) (CutoffSplitter method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (DetectorAsTransformer method) (DetectorPipeline method) (Detrender method) (Differencer method) (DilationMappingTransformer method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DistanceFeatures method) (DistFromAligner method) (DistFromKernel method) (DOBIN method) (DontUpdate method) (DrCIF method) (DropNA method) (DtwDist method) (DtwDistTslearn method) (DtwDtaidistMultiv method) (DtwDtaidistUniv method) (DtwPythonDist method) (DummyClassifier method) (DummyRegressor method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DWTTransformer method) (DynamicFactor method) (EAgglo method) (EditDist method) (ElasticEnsemble method) (ElbowClassPairwise method) (ElbowClassSum method) (EmpiricalCoverage method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExpandingCutoffSplitter method) (ExpandingGreedySplitter method) (ExpandingSlidingWindowSplitter method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FallbackForecaster method) (FCNClassifier method) (FCNRegressor method) (FeatureSelection method) (FeatureUnion method) (FhPlexForecaster method) (Filter method) (FinancialHolidaysTransformer method) (FitInTransform method) (FittedParamExtractor method) (FixedParams method) (FlatDist method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FourierFeatures method) (FourierTransform method) (FreshPRINCE method) (FunctionParamFitter method) (FunctionTransformer method) (GAKernel method) (GaussianHMM method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (GMMHMM method) (GreedyGaussianSegmentation method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (GRUClassifier method) (GRUFCNNClassifier method) (GunPoint method) (HampelFilter method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalDask method) (HierarchicalPdMultiIndex method) (HierarchicalPolarsEager method) (HierarchicalProphet method) (HierarchicalSalesToydata method) (HierarchyEnsembleForecaster method) (HIVECOTEV1 method) (HIVECOTEV2 method) (HMM method) (HOG1DTransformer method) (HolidayFeatures method) (HPFilter method) (HurstExponentTransformer method) (Id method) (IgnoreX method) (Imputer method) (InceptionTimeClassifier method) (InceptionTimeRegressor method) (IndepDist method) (IndexSubset method) (IndividualBOSS method) (IndividualTDE method) (InformationGainSegmentation method) (InstanceSplitter method) (IntervalSegmenter method) (IntervalWidth method) (InvertAugmenter method) (InvertTransform method) (ItalyPowerDemand method) (IxToX method) (JapaneseVowels method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KalmanFilterTransformerSIMD method) (KernelFromDist method) (KinematicFeatures method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (KNeighborsTimeSeriesRegressor method) (Lag method) (LcssTslearn method) (Logger method) (LogLoss method) (LogTransformer method) (Longley method) (LSTMFCNClassifier method) (LSTMFCNRegressor method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (LuckyDtwDist method) (Lynx method) (M5Dataset method) (MACNNClassifier method) (MACNNRegressor method) (Macroeconomic method) (MAPAForecaster method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MCDCNNClassifier method) (MCDCNNRegressor method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredErrorPercentage method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (Merger method) (MiddleOutReconciler method) (MiniRocket method) (MiniRocketMultivariate method) (MiniRocketMultivariateVariable method) (MLPClassifier method) (MLPRegressor method) (MOIRAIForecaster method) (MomentFMClassifier method) (MomentFMForecaster method) (MovingBlockBootstrapTransformer method) (MovingWindow method) (MrSEQL method) (MrSQM method) (MSTL method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexClassifier method) (MultiplexForecaster method) (MultiplexRegressor method) (MultiplexTransformer method) (MultiRocket method) (MultiRocketMultivariate method) (MUSE method) (MVCAPA method) (MVTSTransformerClassifier method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (NonNegativeOptimalReconciler method) (OnlineEnsembleForecaster method) (OptimalReconciler method) (OptionalPassthrough method) (OSULeaf method) (PAA method) (PAAlegacy method) (PaddingTransformer method) (PandasTransformAdaptor method) (PanelDask method) (PanelDfList method) (PanelGluontsList method) (PanelGluontsPandas method) (PanelNp3D method) (PanelPdMultiIndex method) (PanelPolarsEager method) (ParamFitterPipeline method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PeakTimeFeature method) (PELT method) (Permute method) (PinballLoss method) (Pipeline method) (PLAID method) (PlateauFinder method) (PluginParamsForecaster method) (PluginParamsTransformer method) (PoissonHMM method) (PolynomialTrendForecaster method) (ProbabilityThresholdEarlyClassifier method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PwTrafoPanelPipeline method) (PyKANForecaster method) (PyODDetector method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervals method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RandomShapeletTransform method) (RBFForecaster method) (RBFTransformer method) (Reconciler method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ReducerTransform method) (RegressorPipeline method) (RelativeLoss method) (Repeat method) (RepeatBootstrapTransformer method) (ResNetClassifier method) (ResNetRegressor method) (ReverseAugmenter method) (Rocket method) (RocketClassifier method) (RocketPyts method) (RocketRegressor method) (SameLocSplitter method) (SARIMAX method) (SAX method) (SAXlegacy method) (ScaledAsinhTransformer method) (ScaledLogitTransformer method) (SCINetForecaster method) (ScipyDist method) (ScitypeHierarchical method) (ScitypePanel method) (ScitypeSeries method) (ScitypeTable method) (SeasonalDummiesOneHot method) (SeasonalityACF method) (SeasonalityACFqstat method) (SeasonalityPeriodogram method) (SeededBinarySegmentation method) (SeriesDask method) (SeriesGluontsList method) (SeriesGluontsPandas method) (SeriesNp2D method) (SeriesPdDataFrame method) (SeriesPdSeries method) (SeriesPolarsEager method) (SeriesXarray method) (SFA method) (SFAFast method) (ShampooSales method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransform method) (ShapeletTransformClassifier method) (ShapeletTransformPyts method) (SignatureClassifier method) (SignatureKernel method) (SignatureMoments method) (SignatureTransformer method) (SimpleRNNClassifier method) (SimpleRNNRegressor method) (SingleWindowSplitter method) (SkforecastAutoreg method) (SkforecastRecursive method) (SklearnClassifierPipeline method) (SklearnClustererPipeline method) (SklearnRegressorPipeline method) (SlidingGreedySplitter method) (SlidingWindowSegmenter method) (SlidingWindowSplitter method) (SlopeTransformer method) (SoftDtwDistTslearn method) (Solar method) (SplineTrendForecaster method) (SplitterBootstrapTransformer method) (SplitterSummarizer method) (SqrtTransformer method) (SquaredDistrLoss method) (SquaringResiduals method) (StackingForecaster method) (StationarityADF method) (StationarityADFArch method) (StationarityDFGLS method) (StationarityKPSS method) (StationarityKPSSArch method) (StationarityPhillipsPerron method) (StationarityVarianceRatio method) (StationarityZivotAndrews method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (StatThresholdAnomaliser method) (STDBSCAN method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (STRAY method) (SubLOF method) (SubsequenceExtractionTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedIntervals method) (SupervisedTimeSeriesForest method) (TableListOfDict method) (TableNp1D method) (TableNp2D method) (TablePdDataFrame method) (TablePdSeries method) (TablePolarsEager method) (Tabularizer method) (TabularToSeriesAdaptor method) (TapNetClassifier method) (TapNetRegressor method) (TBATS method) (TEASER method) (Tecator method) (TemporalDictionaryEnsemble method) (TemporalTrainTestSplitter method) (TemporianTransformer method) (TestPlusTrainSplitter method) (ThetaForecaster method) (ThetaLinesTransformer method) (ThetaModularForecaster method) (ThresholdDetector method) (TimeBinAggregate method) (TimeBinner method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimeSeriesDBSCAN method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMeansTslearn method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesKvisibility method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TimeSeriesSVRTslearn method) (TimesFMForecaster method) (TimeSince method) (TinyTimeMixerForecaster method) (TopdownReconciler method) (TransformByLevel method) (TransformedTargetForecaster method) (TransformerPipeline method) (TransformIf method) (TransformSelectForecaster method) (TrendForecaster method) (TruncationTransformer method) (TSBootstrapAdapter method) (TSCGridSearchCV method) (TSCStrategy method) (TSCTask method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (TSInterpolator method) (TSRGridSearchCV method) (TSRStrategy method) (TSRTask method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (USChange method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (VmdTransformer method) (WEASEL method) (WeightedEnsembleClassifier method) (WhiteNoiseAugmenter method) (WindowSegmenter method) (WindowSummarizer method) (YtoX method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) reset_state_info() (BaseEarlyClassifier method) (TEASER method) ResNetClassifier (class in sktime.classification.deep_learning.resnet) ResNetRegressor (class in sktime.regression.deep_learning.resnet) return_time_index() (MOIRAIForecaster method) ReverseAugmenter (class in sktime.transformations.series.augmenter) Rocket (class in sktime.transformations.panel.rocket) RocketClassifier (class in sktime.classification.kernel_based) RocketPyts (class in sktime.transformations.panel.rocket) RocketRegressor (class in sktime.regression.kernel_based) RotationForest (class in sktime.classification.sklearn) row_wise_get_der() (DerivativeSlopeTransformer static method) run() (BaseBenchmark method) (ForecastingBenchmark method) run_classification_experiment() (in module sktime.benchmarking.experiments) run_clustering_experiment() (in module sktime.benchmarking.experiments) S SameLocSplitter (class in sktime.split.sameloc) sample() (GaussianHMM method) (GMMHMM method) (PoissonHMM method) SARIMAX (class in sktime.forecasting.sarimax) save() (ADICVTransformer method) (AggrDist method) (Aggregator method) (Airline method) (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) (ARCH method) (ARDL method) (ARIMA method) (ARLagOrderSelector method) (ArrowHead method) (Arsenal method) (AUCalibration method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingClassifier method) (BaggingForecaster method) (BaseClassifier method) (BaseClusterer method) (BaseDeepClassifier method) (BaseDeepRegressor method) (BaseEarlyClassifier method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BasePairwiseTransformer method) (BasePairwiseTransformerPanel method) (BaseRegressor method) (BaseResults method) (BaseStrategy method) (BaseSupervisedLearningStrategy method) (BaseTask method) (BaseTimeSeriesLloyds method) (BasicMotions method) (BATS method) (BinarySegmentation method) (BKFilter method) (Bollinger method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (BottomUpReconciler method) (BoxCoxBiasAdjustedForecaster method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (CAPA method) (Catch22 method) (Catch22Classifier method) (Catch22Wrapper method) (CFFilter method) (ChronosForecaster method) (CINNForecaster method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClaSPTransformer method) (ClassifierPipeline method) (ClearSky method) (ClustererAsTransformer method) (ClustererPipeline method) (ClusterSegmenter method) (CNNClassifier method) (CNNRegressor method) (CNTCClassifier method) (CNTCRegressor method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnEnsembleTransformer method) (ColumnSelect method) (ColumnTransformer method) (ColumnwiseTransformer method) (CombinedDistance method) (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ConstantPwTrafoPanel method) (ConstraintViolation method) (ContractableBOSS method) (CosineTransformer method) (CountryHolidaysTransformer method) (Croston method) (CRPS method) (CtwDistTslearn method) (CurveFitForecaster method) (CutoffFhSplitter method) (CutoffSplitter method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (DetectorAsTransformer method) (DetectorPipeline method) (Detrender method) (Differencer method) (DilationMappingTransformer method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DistanceFeatures method) (DistFromAligner method) (DistFromKernel method) (DOBIN method) (DontUpdate method) (DrCIF method) (DropNA method) (DtwDist method) (DtwDistTslearn method) (DtwDtaidistMultiv method) (DtwDtaidistUniv method) (DtwPythonDist method) (DummyClassifier method) (DummyRegressor method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DWTTransformer method) (DynamicFactor method) (EAgglo method) (EditDist method) (ElasticEnsemble method) (ElbowClassPairwise method) (ElbowClassSum method) (EmpiricalCoverage method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExpandingCutoffSplitter method) (ExpandingGreedySplitter method) (ExpandingSlidingWindowSplitter method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FallbackForecaster method) (FCNClassifier method) (FCNRegressor method) (FeatureSelection method) (FeatureUnion method) (FhPlexForecaster method) (Filter method) (FinancialHolidaysTransformer method) (FitInTransform method) (FittedParamExtractor method) (FixedParams method) (FlatDist method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FourierFeatures method) (FourierTransform method) (FreshPRINCE method) (FunctionParamFitter method) (FunctionTransformer method) (GAKernel method) (GaussianHMM method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (GMMHMM method) (GreedyGaussianSegmentation method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (GRUClassifier method) (GRUFCNNClassifier method) (GunPoint method) (HampelFilter method) (HCrystalBallAdapter method) (HDDBaseResults method) (HDDResults method) (HFTransformersForecaster method) (HierarchicalDask method) (HierarchicalPdMultiIndex method) (HierarchicalPolarsEager method) (HierarchicalProphet method) (HierarchicalSalesToydata method) (HierarchyEnsembleForecaster method) (HIVECOTEV1 method) (HIVECOTEV2 method) (HMM method) (HOG1DTransformer method) (HolidayFeatures method) (HPFilter method) (HurstExponentTransformer method) (Id method) (IgnoreX method) (Imputer method) (InceptionTimeClassifier method) (InceptionTimeRegressor method) (IndepDist method) (IndexSubset method) (IndividualBOSS method) (IndividualTDE method) (InformationGainSegmentation method) (InstanceSplitter method) (IntervalSegmenter method) (IntervalWidth method) (InvertAugmenter method) (InvertTransform method) (ItalyPowerDemand method) (IxToX method) (JapaneseVowels method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KalmanFilterTransformerSIMD method) (KernelFromDist method) (KinematicFeatures method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (KNeighborsTimeSeriesRegressor method) (Lag method) (LcssTslearn method) (Logger method) (LogLoss method) (LogTransformer method) (Longley method) (LSTMFCNClassifier method) (LSTMFCNRegressor method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (LuckyDtwDist method) (Lynx method) (M5Dataset method) (MACNNClassifier method) (MACNNRegressor method) (Macroeconomic method) (MAPAForecaster method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MCDCNNClassifier method) (MCDCNNRegressor method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredErrorPercentage method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (Merger method) (MiddleOutReconciler method) (MiniRocket method) (MiniRocketMultivariate method) (MiniRocketMultivariateVariable method) (MLPClassifier method) (MLPRegressor method) (MOIRAIForecaster method) (MomentFMClassifier method) (MomentFMForecaster method) (MovingBlockBootstrapTransformer method) (MovingWindow method) (MrSEQL method) (MrSQM method) (MSTL method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexClassifier method) (MultiplexForecaster method) (MultiplexRegressor method) (MultiplexTransformer method) (MultiRocket method) (MultiRocketMultivariate method) (MUSE method) (MVCAPA method) (MVTSTransformerClassifier method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (NonNegativeOptimalReconciler method) (OnlineEnsembleForecaster method) (OptimalReconciler method) (OptionalPassthrough method) (OSULeaf method) (PAA method) (PAAlegacy method) (PaddingTransformer method) (PandasTransformAdaptor method) (PanelDask method) (PanelDfList method) (PanelGluontsList method) (PanelGluontsPandas method) (PanelNp3D method) (PanelPdMultiIndex method) (PanelPolarsEager method) (ParamFitterPipeline method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PeakTimeFeature method) (PELT method) (Permute method) (PinballLoss method) (Pipeline method) (PLAID method) (PlateauFinder method) (PluginParamsForecaster method) (PluginParamsTransformer method) (PoissonHMM method) (PolynomialTrendForecaster method) (ProbabilityThresholdEarlyClassifier method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PwTrafoPanelPipeline method) (PyKANForecaster method) (PyODDetector method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RAMResults method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervals method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RandomShapeletTransform method) (RBFForecaster method) (RBFTransformer method) (Reconciler method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ReducerTransform method) (RegressorPipeline method) (RelativeLoss method) (Repeat method) (RepeatBootstrapTransformer method) (ResNetClassifier method) (ResNetRegressor method) (ReverseAugmenter method) (Rocket method) (RocketClassifier method) (RocketPyts method) (RocketRegressor method) (SameLocSplitter method) (SARIMAX method) (SAX method) (SAXlegacy method) (ScaledAsinhTransformer method) (ScaledLogitTransformer method) (SCINetForecaster method) (ScipyDist method) (ScitypeHierarchical method) (ScitypePanel method) (ScitypeSeries method) (ScitypeTable method) (SeasonalDummiesOneHot method) (SeasonalityACF method) (SeasonalityACFqstat method) (SeasonalityPeriodogram method) (SeededBinarySegmentation method) (SeriesDask method) (SeriesGluontsList method) (SeriesGluontsPandas method) (SeriesNp2D method) (SeriesPdDataFrame method) (SeriesPdSeries method) (SeriesPolarsEager method) (SeriesXarray method) (SFA method) (SFAFast method) (ShampooSales method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransform method) (ShapeletTransformClassifier method) (ShapeletTransformPyts method) (SignatureClassifier method) (SignatureKernel method) (SignatureMoments method) (SignatureTransformer method) (SimpleRNNClassifier method) (SimpleRNNRegressor method) (SingleWindowSplitter method) (SkforecastAutoreg method) (SkforecastRecursive method) (SklearnClassifierPipeline method) (SklearnClustererPipeline method) (SklearnRegressorPipeline method) (SlidingGreedySplitter method) (SlidingWindowSegmenter method) (SlidingWindowSplitter method) (SlopeTransformer method) (SoftDtwDistTslearn method) (Solar method) (SplineTrendForecaster method) (SplitterBootstrapTransformer method) (SplitterSummarizer method) (SqrtTransformer method) (SquaredDistrLoss method) (SquaringResiduals method) (StackingForecaster method) (StationarityADF method) (StationarityADFArch method) (StationarityDFGLS method) (StationarityKPSS method) (StationarityKPSSArch method) (StationarityPhillipsPerron method) (StationarityVarianceRatio method) (StationarityZivotAndrews method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (StatThresholdAnomaliser method) (STDBSCAN method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (STRAY method) (SubLOF method) (SubsequenceExtractionTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedIntervals method) (SupervisedTimeSeriesForest method) (TableListOfDict method) (TableNp1D method) (TableNp2D method) (TablePdDataFrame method) (TablePdSeries method) (TablePolarsEager method) (Tabularizer method) (TabularToSeriesAdaptor method) (TapNetClassifier method) (TapNetRegressor method) (TBATS method) (TEASER method) (Tecator method) (TemporalDictionaryEnsemble method) (TemporalTrainTestSplitter method) (TemporianTransformer method) (TestPlusTrainSplitter method) (ThetaForecaster method) (ThetaLinesTransformer method) (ThetaModularForecaster method) (ThresholdDetector method) (TimeBinAggregate method) (TimeBinner method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimeSeriesDBSCAN method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMeansTslearn method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesKvisibility method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TimeSeriesSVRTslearn method) (TimesFMForecaster method) (TimeSince method) (TinyTimeMixerForecaster method) (TopdownReconciler method) (TransformByLevel method) (TransformedTargetForecaster method) (TransformerPipeline method) (TransformIf method) (TransformSelectForecaster method) (TrendForecaster method) (TruncationTransformer method) (TSBootstrapAdapter method) (TSCGridSearchCV method) (TSCStrategy method) (TSCTask method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (TSInterpolator method) (TSRGridSearchCV method) (TSRStrategy method) (TSRTask method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (USChange method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (VmdTransformer method) (WEASEL method) (WeightedEnsembleClassifier method) (WhiteNoiseAugmenter method) (WindowSegmenter method) (WindowSummarizer method) (YtoX method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) save_fitted_strategy() (BaseResults method) (HDDBaseResults method) (HDDResults method) (RAMResults method) save_model() (in module sktime.utils.mlflow_sktime) save_predictions() (BaseResults method) (HDDBaseResults method) (HDDResults method) (RAMResults method) SAX (class in sktime.transformations.series.sax) SAXlegacy (class in sktime.transformations.panel.dictionary_based) ScaledAsinhTransformer (class in sktime.transformations.series.scaledasinh) ScaledLogitTransformer (class in sktime.transformations.series.scaledlogit) Scientific type SCINetForecaster (class in sktime.forecasting.scinet) ScipyDist (class in sktime.dists_kernels.scipy_dist) scitype scitype() (in module sktime.datatypes) scitype__transform_input() (in module sktime.registry._tags) scitype__transform_labels() (in module sktime.registry._tags) scitype__transform_output() (in module sktime.registry._tags) scitype_to_mtype() (in module sktime.datatypes) ScitypeHierarchical (class in sktime.datatypes._hierarchical._base) ScitypePanel (class in sktime.datatypes._panel._base) ScitypeSeries (class in sktime.datatypes._series._base) ScitypeTable (class in sktime.datatypes._table._base) score() (ARCH method) (ARDL method) (ARIMA method) (Arsenal method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingClassifier method) (BaggingForecaster method) (BaseClassifier method) (BaseClusterer method) (BaseDeepClassifier method) (BaseDeepRegressor method) (BaseEarlyClassifier method) (BaseForecaster method) (BaseRegressor method) (BaseTimeSeriesLloyds method) (BATS method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (BoxCoxBiasAdjustedForecaster method) (CanonicalIntervalForest method) (Catch22Classifier method) (ChronosForecaster method) (CINNForecaster method) (ClassifierPipeline method) (ClustererPipeline method) (CNNClassifier method) (CNNRegressor method) (CNTCClassifier method) (CNTCRegressor method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (ConformalIntervals method) (ContractableBOSS method) (Croston method) (CurveFitForecaster method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DontUpdate method) (DrCIF method) (DummyClassifier method) (DummyRegressor method) (DynamicFactor method) (ElasticEnsemble method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExponentialSmoothing method) (FallbackForecaster method) (FCNClassifier method) (FCNRegressor method) (FhPlexForecaster method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FreshPRINCE method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (GRUClassifier method) (GRUFCNNClassifier method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalProphet method) (HierarchyEnsembleForecaster method) (HIVECOTEV1 method) (HIVECOTEV2 method) (IgnoreX method) (InceptionTimeClassifier method) (InceptionTimeRegressor method) (IndividualBOSS method) (IndividualTDE method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (KNeighborsTimeSeriesRegressor method) (LSTMFCNClassifier method) (LSTMFCNRegressor method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (MACNNClassifier method) (MACNNRegressor method) (MAPAForecaster method) (MatrixProfileClassifier method) (MCDCNNClassifier method) (MCDCNNRegressor method) (MLPClassifier method) (MLPRegressor method) (MOIRAIForecaster method) (MomentFMClassifier method) (MomentFMForecaster method) (MrSEQL method) (MrSQM method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexClassifier method) (MultiplexForecaster method) (MultiplexRegressor method) (MUSE method) (MVTSTransformerClassifier method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (OnlineEnsembleForecaster method) (Permute method) (PluginParamsForecaster method) (PolynomialTrendForecaster method) (ProbabilityThresholdEarlyClassifier method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PyKANForecaster method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RandomIntervalClassifier method) (RandomIntervalSpectralEnsemble method) (RBFForecaster method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (RegressorPipeline method) (ResNetClassifier method) (ResNetRegressor method) (RocketClassifier method) (RocketRegressor method) (RotationForest method) (SARIMAX method) (SCINetForecaster method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransformClassifier method) (SignatureClassifier method) (SimpleRNNClassifier method) (SimpleRNNRegressor method) (SkforecastAutoreg method) (SkforecastRecursive method) (SklearnClassifierPipeline method) (SklearnClustererPipeline method) (SklearnRegressorPipeline method) (SplineTrendForecaster method) (SquaringResiduals method) (StackingForecaster method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (STDBSCAN method) (STLForecaster method) (SummaryClassifier method) (SupervisedTimeSeriesForest method) (TapNetClassifier method) (TapNetRegressor method) (TBATS method) (TEASER method) (TemporalDictionaryEnsemble method) (ThetaForecaster method) (ThetaModularForecaster method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimeSeriesDBSCAN method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMeansTslearn method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesKvisibility method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TimeSeriesSVRTslearn method) (TimesFMForecaster method) (TinyTimeMixerForecaster method) (TransformedTargetForecaster method) (TransformSelectForecaster method) (TrendForecaster method) (TSCGridSearchCV method) (TSFreshClassifier method) (TSRGridSearchCV method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (WEASEL method) (WeightedEnsembleClassifier method) SeasonalDummiesOneHot (class in sktime.transformations.series.dummies) Seasonality SeasonalityACF (class in sktime.param_est.seasonality) SeasonalityACFqstat (class in sktime.param_est.seasonality) SeasonalityPeriodogram (class in sktime.param_est.seasonality) SeededBinarySegmentation (class in sktime.detection.skchange_cp.seeded_binseg) segments_to_change_points() (BinarySegmentation static method) (CAPA static method) (CircularBinarySegmentation static method) (ClaSPSegmentation static method) (ClusterSegmenter static method) (DetectorPipeline static method) (DummyRegularAnomalies static method) (DummyRegularChangePoints static method) (GaussianHMM static method) (GMMHMM static method) (GreedyGaussianSegmentation static method) (HMM static method) (MovingWindow static method) (MVCAPA static method) (PELT static method) (PoissonHMM static method) (PyODDetector static method) (SeededBinarySegmentation static method) (StatThresholdAnomaliser static method) (SubLOF static method) (ThresholdDetector static method) (WindowSegmenter static method) (ZeroAnomalies static method) (ZeroChangePoints static method) (ZeroSegments static method) SeriesDask (class in sktime.datatypes._series._check) SeriesGluontsList (class in sktime.datatypes._series._check) SeriesGluontsPandas (class in sktime.datatypes._series._check) SeriesNp2D (class in sktime.datatypes._series._check) SeriesPdDataFrame (class in sktime.datatypes._series._check) SeriesPdSeries (class in sktime.datatypes._series._check) SeriesPolarsEager (class in sktime.datatypes._series._check) SeriesXarray (class in sktime.datatypes._series._check) set_config() (ADICVTransformer method) (AggrDist method) (Aggregator method) (Airline method) (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) (ARCH method) (ARDL method) (ARIMA method) (ARLagOrderSelector method) (ArrowHead method) (Arsenal method) (AUCalibration method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingClassifier method) (BaggingForecaster method) (BaseClassifier method) (BaseClusterer method) (BaseDeepClassifier method) (BaseDeepRegressor method) (BaseEarlyClassifier method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BasePairwiseTransformer method) (BasePairwiseTransformerPanel method) (BaseRegressor method) (BaseStrategy method) (BaseSupervisedLearningStrategy method) (BaseTask method) (BaseTimeSeriesLloyds method) (BasicMotions method) (BATS method) (BinarySegmentation method) (BKFilter method) (Bollinger method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (BottomUpReconciler method) (BoxCoxBiasAdjustedForecaster method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (CAPA method) (Catch22 method) (Catch22Classifier method) (Catch22Wrapper method) (CFFilter method) (ChronosForecaster method) (CINNForecaster method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClaSPTransformer method) (ClassifierPipeline method) (ClearSky method) (ClustererAsTransformer method) (ClustererPipeline method) (ClusterSegmenter method) (CNNClassifier method) (CNNRegressor method) (CNTCClassifier method) (CNTCRegressor method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnEnsembleTransformer method) (ColumnSelect method) (ColumnTransformer method) (ColumnwiseTransformer method) (CombinedDistance method) (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ConstantPwTrafoPanel method) (ConstraintViolation method) (ContractableBOSS method) (CosineTransformer method) (CountryHolidaysTransformer method) (Croston method) (CRPS method) (CtwDistTslearn method) (CurveFitForecaster method) (CutoffFhSplitter method) (CutoffSplitter method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (DetectorAsTransformer method) (DetectorPipeline method) (Detrender method) (Differencer method) (DilationMappingTransformer method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DistanceFeatures method) (DistFromAligner method) (DistFromKernel method) (DOBIN method) (DontUpdate method) (DrCIF method) (DropNA method) (DtwDist method) (DtwDistTslearn method) (DtwDtaidistMultiv method) (DtwDtaidistUniv method) (DtwPythonDist method) (DummyClassifier method) (DummyRegressor method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DWTTransformer method) (DynamicFactor method) (EAgglo method) (EditDist method) (ElasticEnsemble method) (ElbowClassPairwise method) (ElbowClassSum method) (EmpiricalCoverage method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExpandingCutoffSplitter method) (ExpandingGreedySplitter method) (ExpandingSlidingWindowSplitter method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FallbackForecaster method) (FCNClassifier method) (FCNRegressor method) (FeatureSelection method) (FeatureUnion method) (FhPlexForecaster method) (Filter method) (FinancialHolidaysTransformer method) (FitInTransform method) (FittedParamExtractor method) (FixedParams method) (FlatDist method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FourierFeatures method) (FourierTransform method) (FreshPRINCE method) (FunctionParamFitter method) (FunctionTransformer method) (GAKernel method) (GaussianHMM method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (GMMHMM method) (GreedyGaussianSegmentation method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (GRUClassifier method) (GRUFCNNClassifier method) (GunPoint method) (HampelFilter method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalDask method) (HierarchicalPdMultiIndex method) (HierarchicalPolarsEager method) (HierarchicalProphet method) (HierarchicalSalesToydata method) (HierarchyEnsembleForecaster method) (HIVECOTEV1 method) (HIVECOTEV2 method) (HMM method) (HOG1DTransformer method) (HolidayFeatures method) (HPFilter method) (HurstExponentTransformer method) (Id method) (IgnoreX method) (Imputer method) (InceptionTimeClassifier method) (InceptionTimeRegressor method) (IndepDist method) (IndexSubset method) (IndividualBOSS method) (IndividualTDE method) (InformationGainSegmentation method) (InstanceSplitter method) (IntervalSegmenter method) (IntervalWidth method) (InvertAugmenter method) (InvertTransform method) (ItalyPowerDemand method) (IxToX method) (JapaneseVowels method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KalmanFilterTransformerSIMD method) (KernelFromDist method) (KinematicFeatures method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (KNeighborsTimeSeriesRegressor method) (Lag method) (LcssTslearn method) (Logger method) (LogLoss method) (LogTransformer method) (Longley method) (LSTMFCNClassifier method) (LSTMFCNRegressor method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (LuckyDtwDist method) (Lynx method) (M5Dataset method) (MACNNClassifier method) (MACNNRegressor method) (Macroeconomic method) (MAPAForecaster method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MCDCNNClassifier method) (MCDCNNRegressor method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredErrorPercentage method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (Merger method) (MiddleOutReconciler method) (MiniRocket method) (MiniRocketMultivariate method) (MiniRocketMultivariateVariable method) (MLPClassifier method) (MLPRegressor method) (MOIRAIForecaster method) (MomentFMClassifier method) (MomentFMForecaster method) (MovingBlockBootstrapTransformer method) (MovingWindow method) (MrSEQL method) (MrSQM method) (MSTL method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexClassifier method) (MultiplexForecaster method) (MultiplexRegressor method) (MultiplexTransformer method) (MultiRocket method) (MultiRocketMultivariate method) (MUSE method) (MVCAPA method) (MVTSTransformerClassifier method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (NonNegativeOptimalReconciler method) (OnlineEnsembleForecaster method) (OptimalReconciler method) (OptionalPassthrough method) (OSULeaf method) (PAA method) (PAAlegacy method) (PaddingTransformer method) (PandasTransformAdaptor method) (PanelDask method) (PanelDfList method) (PanelGluontsList method) (PanelGluontsPandas method) (PanelNp3D method) (PanelPdMultiIndex method) (PanelPolarsEager method) (ParamFitterPipeline method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PeakTimeFeature method) (PELT method) (Permute method) (PinballLoss method) (Pipeline method) (PLAID method) (PlateauFinder method) (PluginParamsForecaster method) (PluginParamsTransformer method) (PoissonHMM method) (PolynomialTrendForecaster method) (ProbabilityThresholdEarlyClassifier method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PwTrafoPanelPipeline method) (PyKANForecaster method) (PyODDetector method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervals method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RandomShapeletTransform method) (RBFForecaster method) (RBFTransformer method) (Reconciler method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ReducerTransform method) (RegressorPipeline method) (RelativeLoss method) (Repeat method) (RepeatBootstrapTransformer method) (ResNetClassifier method) (ResNetRegressor method) (ReverseAugmenter method) (Rocket method) (RocketClassifier method) (RocketPyts method) (RocketRegressor method) (SameLocSplitter method) (SARIMAX method) (SAX method) (SAXlegacy method) (ScaledAsinhTransformer method) (ScaledLogitTransformer method) (SCINetForecaster method) (ScipyDist method) (ScitypeHierarchical method) (ScitypePanel method) (ScitypeSeries method) (ScitypeTable method) (SeasonalDummiesOneHot method) (SeasonalityACF method) (SeasonalityACFqstat method) (SeasonalityPeriodogram method) (SeededBinarySegmentation method) (SeriesDask method) (SeriesGluontsList method) (SeriesGluontsPandas method) (SeriesNp2D method) (SeriesPdDataFrame method) (SeriesPdSeries method) (SeriesPolarsEager method) (SeriesXarray method) (SFA method) (SFAFast method) (ShampooSales method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransform method) (ShapeletTransformClassifier method) (ShapeletTransformPyts method) (SignatureClassifier method) (SignatureKernel method) (SignatureMoments method) (SignatureTransformer method) (SimpleRNNClassifier method) (SimpleRNNRegressor method) (SingleWindowSplitter method) (SkforecastAutoreg method) (SkforecastRecursive method) (SklearnClassifierPipeline method) (SklearnClustererPipeline method) (SklearnRegressorPipeline method) (SlidingGreedySplitter method) (SlidingWindowSegmenter method) (SlidingWindowSplitter method) (SlopeTransformer method) (SoftDtwDistTslearn method) (Solar method) (SplineTrendForecaster method) (SplitterBootstrapTransformer method) (SplitterSummarizer method) (SqrtTransformer method) (SquaredDistrLoss method) (SquaringResiduals method) (StackingForecaster method) (StationarityADF method) (StationarityADFArch method) (StationarityDFGLS method) (StationarityKPSS method) (StationarityKPSSArch method) (StationarityPhillipsPerron method) (StationarityVarianceRatio method) (StationarityZivotAndrews method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (StatThresholdAnomaliser method) (STDBSCAN method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (STRAY method) (SubLOF method) (SubsequenceExtractionTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedIntervals method) (SupervisedTimeSeriesForest method) (TableListOfDict method) (TableNp1D method) (TableNp2D method) (TablePdDataFrame method) (TablePdSeries method) (TablePolarsEager method) (Tabularizer method) (TabularToSeriesAdaptor method) (TapNetClassifier method) (TapNetRegressor method) (TBATS method) (TEASER method) (Tecator method) (TemporalDictionaryEnsemble method) (TemporalTrainTestSplitter method) (TemporianTransformer method) (TestPlusTrainSplitter method) (ThetaForecaster method) (ThetaLinesTransformer method) (ThetaModularForecaster method) (ThresholdDetector method) (TimeBinAggregate method) (TimeBinner method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimeSeriesDBSCAN method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMeansTslearn method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesKvisibility method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TimeSeriesSVRTslearn method) (TimesFMForecaster method) (TimeSince method) (TinyTimeMixerForecaster method) (TopdownReconciler method) (TransformByLevel method) (TransformedTargetForecaster method) (TransformerPipeline method) (TransformIf method) (TransformSelectForecaster method) (TrendForecaster method) (TruncationTransformer method) (TSBootstrapAdapter method) (TSCGridSearchCV method) (TSCStrategy method) (TSCTask method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (TSInterpolator method) (TSRGridSearchCV method) (TSRStrategy method) (TSRTask method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (USChange method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (VmdTransformer method) (WEASEL method) (WeightedEnsembleClassifier method) (WhiteNoiseAugmenter method) (WindowSegmenter method) (WindowSummarizer method) (YtoX method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) set_features_to_transform() (SupervisedIntervals method) set_fit_request() (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) set_fitted() (SFAFast method) set_metadata() (BaseTask method) (TSCTask method) (TSRTask method) set_num_intervals() (PAAlegacy method) set_output() (ColumnTransformer method) set_params() (ADICVTransformer method) (AggrDist method) (Aggregator method) (Airline method) (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) (ARCH method) (ARDL method) (ARIMA method) (ARLagOrderSelector method) (ArrowHead method) (Arsenal method) (AUCalibration method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingClassifier method) (BaggingForecaster method) (BaseClassifier method) (BaseClusterer method) (BaseDeepClassifier method) (BaseDeepRegressor method) (BaseEarlyClassifier method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BasePairwiseTransformer method) (BasePairwiseTransformerPanel method) (BaseRegressor method) (BaseStrategy method) (BaseSupervisedLearningStrategy method) (BaseTask method) (BaseTimeSeriesLloyds method) (BasicMotions method) (BATS method) (BinarySegmentation method) (BKFilter method) (Bollinger method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (BottomUpReconciler method) (BoxCoxBiasAdjustedForecaster method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (CAPA method) (Catch22 method) (Catch22Classifier method) (Catch22Wrapper method) (CFFilter method) (ChronosForecaster method) (CINNForecaster method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClaSPTransformer method) (ClassifierPipeline method) (ClearSky method) (ClustererAsTransformer method) (ClustererPipeline method) (ClusterSegmenter method) (CNNClassifier method) (CNNRegressor method) (CNTCClassifier method) (CNTCRegressor method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnEnsembleTransformer method) (ColumnSelect method) (ColumnTransformer method) (ColumnwiseTransformer method) (CombinedDistance method) (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ConstantPwTrafoPanel method) (ConstraintViolation method) (ContinuousIntervalTree method) (ContractableBOSS method) (CosineTransformer method) (CountryHolidaysTransformer method) (Croston method) (CRPS method) (CtwDistTslearn method) (CurveFitForecaster method) (CutoffFhSplitter method) (CutoffSplitter method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (DetectorAsTransformer method) (DetectorPipeline method) (Detrender method) (Differencer method) (DilationMappingTransformer method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DistanceFeatures method) (DistFromAligner method) (DistFromKernel method) (DOBIN method) (DontUpdate method) (DrCIF method) (DropNA method) (DtwDist method) (DtwDistTslearn method) (DtwDtaidistMultiv method) (DtwDtaidistUniv method) (DtwPythonDist method) (DummyClassifier method) (DummyRegressor method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DWTTransformer method) (DynamicFactor method) (EAgglo method) (EditDist method) (ElasticEnsemble method) (ElbowClassPairwise method) (ElbowClassSum method) (EmpiricalCoverage method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExpandingCutoffSplitter method) (ExpandingGreedySplitter method) (ExpandingSlidingWindowSplitter method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FallbackForecaster method) (FCNClassifier method) (FCNRegressor method) (FeatureSelection method) (FeatureUnion method) (FhPlexForecaster method) (Filter method) (FinancialHolidaysTransformer method) (FitInTransform method) (FittedParamExtractor method) (FixedParams method) (FlatDist method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FourierFeatures method) (FourierTransform method) (FreshPRINCE method) (FunctionParamFitter method) (FunctionTransformer method) (GAKernel method) (GaussianHMM method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (GMMHMM method) (GreedyGaussianSegmentation method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (GRUClassifier method) (GRUFCNNClassifier method) (GunPoint method) (HampelFilter method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalDask method) (HierarchicalPdMultiIndex method) (HierarchicalPolarsEager method) (HierarchicalProphet method) (HierarchicalSalesToydata method) (HierarchyEnsembleForecaster method) (HIVECOTEV1 method) (HIVECOTEV2 method) (HMM method) (HOG1DTransformer method) (HolidayFeatures method) (HPFilter method) (HurstExponentTransformer method) (Id method) (IgnoreX method) (Imputer method) (InceptionTimeClassifier method) (InceptionTimeRegressor method) (IndepDist method) (IndexSubset method) (IndividualBOSS method) (IndividualTDE method) (InformationGainSegmentation method) (InstanceSplitter method) (IntervalSegmenter method) (IntervalWidth method) (InvertAugmenter method) (InvertTransform method) (ItalyPowerDemand method) (IxToX method) (JapaneseVowels method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KalmanFilterTransformerSIMD method) (KernelFromDist method) (KinematicFeatures method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (KNeighborsTimeSeriesRegressor method) (Lag method) (LcssTslearn method) (Logger method) (LogLoss method) (LogTransformer method) (Longley method) (LSTMFCNClassifier method) (LSTMFCNRegressor method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (LuckyDtwDist method) (Lynx method) (M5Dataset method) (MACNNClassifier method) (MACNNRegressor method) (Macroeconomic method) (MAPAForecaster method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MCDCNNClassifier method) (MCDCNNRegressor method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredErrorPercentage method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (Merger method) (MiddleOutReconciler method) (MiniRocket method) (MiniRocketMultivariate method) (MiniRocketMultivariateVariable method) (MLPClassifier method) (MLPRegressor method) (MOIRAIForecaster method) (MomentFMClassifier method) (MomentFMForecaster method) (MovingBlockBootstrapTransformer method) (MovingWindow method) (MrSEQL method) (MrSQM method) (MSTL method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexClassifier method) (MultiplexForecaster method) (MultiplexRegressor method) (MultiplexTransformer method) (MultiRocket method) (MultiRocketMultivariate method) (MUSE method) (MVCAPA method) (MVTSTransformerClassifier method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (NonNegativeOptimalReconciler method) (OnlineEnsembleForecaster method) (OptimalReconciler method) (OptionalPassthrough method) (OSULeaf method) (PAA method) (PAAlegacy method) (PaddingTransformer method) (PandasTransformAdaptor method) (PanelDask method) (PanelDfList method) (PanelGluontsList method) (PanelGluontsPandas method) (PanelNp3D method) (PanelPdMultiIndex method) (PanelPolarsEager method) (ParamFitterPipeline method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PeakTimeFeature method) (PELT method) (Permute method) (PinballLoss method) (Pipeline method) (PLAID method) (PlateauFinder method) (PluginParamsForecaster method) (PluginParamsTransformer method) (PoissonHMM method) (PolynomialTrendForecaster method) (ProbabilityThresholdEarlyClassifier method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PwTrafoPanelPipeline method) (PyKANForecaster method) (PyODDetector method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervals method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RandomShapeletTransform method) (RBFForecaster method) (RBFTransformer method) (Reconciler method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ReducerTransform method) (RegressorPipeline method) (RelativeLoss method) (Repeat method) (RepeatBootstrapTransformer method) (ResNetClassifier method) (ResNetRegressor method) (ReverseAugmenter method) (Rocket method) (RocketClassifier method) (RocketPyts method) (RocketRegressor method) (RotationForest method) (SameLocSplitter method) (SARIMAX method) (SAX method) (SAXlegacy method) (ScaledAsinhTransformer method) (ScaledLogitTransformer method) (SCINetForecaster method) (ScipyDist method) (ScitypeHierarchical method) (ScitypePanel method) (ScitypeSeries method) (ScitypeTable method) (SeasonalDummiesOneHot method) (SeasonalityACF method) (SeasonalityACFqstat method) (SeasonalityPeriodogram method) (SeededBinarySegmentation method) (SeriesDask method) (SeriesGluontsList method) (SeriesGluontsPandas method) (SeriesNp2D method) (SeriesPdDataFrame method) (SeriesPdSeries method) (SeriesPolarsEager method) (SeriesXarray method) (SFA method) (SFAFast method) (ShampooSales method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransform method) (ShapeletTransformClassifier method) (ShapeletTransformPyts method) (SignatureClassifier method) (SignatureKernel method) (SignatureMoments method) (SignatureTransformer method) (SimpleRNNClassifier method) (SimpleRNNRegressor method) (SingleWindowSplitter method) (SkforecastAutoreg method) (SkforecastRecursive method) (SklearnClassifierPipeline method) (SklearnClustererPipeline method) (SklearnRegressorPipeline method) (SlidingGreedySplitter method) (SlidingWindowSegmenter method) (SlidingWindowSplitter method) (SlopeTransformer method) (SoftDtwDistTslearn method) (Solar method) (SplineTrendForecaster method) (SplitterBootstrapTransformer method) (SplitterSummarizer method) (SqrtTransformer method) (SquaredDistrLoss method) (SquaringResiduals method) (StackingForecaster method) (StationarityADF method) (StationarityADFArch method) (StationarityDFGLS method) (StationarityKPSS method) (StationarityKPSSArch method) (StationarityPhillipsPerron method) (StationarityVarianceRatio method) (StationarityZivotAndrews method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (StatThresholdAnomaliser method) (STDBSCAN method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (STRAY method) (SubLOF method) (SubsequenceExtractionTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedIntervals method) (SupervisedTimeSeriesForest method) (TableListOfDict method) (TableNp1D method) (TableNp2D method) (TablePdDataFrame method) (TablePdSeries method) (TablePolarsEager method) (Tabularizer method) (TabularToSeriesAdaptor method) (TapNetClassifier method) (TapNetRegressor method) (TBATS method) (TEASER method) (Tecator method) (TemporalDictionaryEnsemble method) (TemporalTrainTestSplitter method) (TemporianTransformer method) (TestPlusTrainSplitter method) (ThetaForecaster method) (ThetaLinesTransformer method) (ThetaModularForecaster method) (ThresholdDetector method) (TimeBinAggregate method) (TimeBinner method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimeSeriesDBSCAN method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMeansTslearn method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesKvisibility method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TimeSeriesSVRTslearn method) (TimesFMForecaster method) (TimeSince method) (TinyTimeMixerForecaster method) (TopdownReconciler method) (TransformByLevel method) (TransformedTargetForecaster method) (TransformerPipeline method) (TransformIf method) (TransformSelectForecaster method) (TrendForecaster method) (TruncationTransformer method) (TSBootstrapAdapter method) (TSCGridSearchCV method) (TSCStrategy method) (TSCTask method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (TSInterpolator method) (TSRGridSearchCV method) (TSRStrategy method) (TSRTask method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (USChange method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (VmdTransformer method) (WEASEL method) (WeightedEnsembleClassifier method) (WhiteNoiseAugmenter method) (WindowSegmenter method) (WindowSummarizer method) (YtoX method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) set_random_state() (ADICVTransformer method) (AggrDist method) (Aggregator method) (Airline method) (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) (ARCH method) (ARDL method) (ARIMA method) (ARLagOrderSelector method) (ArrowHead method) (Arsenal method) (AUCalibration method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingClassifier method) (BaggingForecaster method) (BaseClassifier method) (BaseClusterer method) (BaseDeepClassifier method) (BaseDeepRegressor method) (BaseEarlyClassifier method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BasePairwiseTransformer method) (BasePairwiseTransformerPanel method) (BaseRegressor method) (BaseStrategy method) (BaseSupervisedLearningStrategy method) (BaseTask method) (BaseTimeSeriesLloyds method) (BasicMotions method) (BATS method) (BinarySegmentation method) (BKFilter method) (Bollinger method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (BottomUpReconciler method) (BoxCoxBiasAdjustedForecaster method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (CAPA method) (Catch22 method) (Catch22Classifier method) (Catch22Wrapper method) (CFFilter method) (ChronosForecaster method) (CINNForecaster method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClaSPTransformer method) (ClassifierPipeline method) (ClearSky method) (ClustererAsTransformer method) (ClustererPipeline method) (ClusterSegmenter method) (CNNClassifier method) (CNNRegressor method) (CNTCClassifier method) (CNTCRegressor method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnEnsembleTransformer method) (ColumnSelect method) (ColumnTransformer method) (ColumnwiseTransformer method) (CombinedDistance method) (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ConstantPwTrafoPanel method) (ConstraintViolation method) (ContractableBOSS method) (CosineTransformer method) (CountryHolidaysTransformer method) (Croston method) (CRPS method) (CtwDistTslearn method) (CurveFitForecaster method) (CutoffFhSplitter method) (CutoffSplitter method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (DetectorAsTransformer method) (DetectorPipeline method) (Detrender method) (Differencer method) (DilationMappingTransformer method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DistanceFeatures method) (DistFromAligner method) (DistFromKernel method) (DOBIN method) (DontUpdate method) (DrCIF method) (DropNA method) (DtwDist method) (DtwDistTslearn method) (DtwDtaidistMultiv method) (DtwDtaidistUniv method) (DtwPythonDist method) (DummyClassifier method) (DummyRegressor method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DWTTransformer method) (DynamicFactor method) (EAgglo method) (EditDist method) (ElasticEnsemble method) (ElbowClassPairwise method) (ElbowClassSum method) (EmpiricalCoverage method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExpandingCutoffSplitter method) (ExpandingGreedySplitter method) (ExpandingSlidingWindowSplitter method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FallbackForecaster method) (FCNClassifier method) (FCNRegressor method) (FeatureSelection method) (FeatureUnion method) (FhPlexForecaster method) (Filter method) (FinancialHolidaysTransformer method) (FitInTransform method) (FittedParamExtractor method) (FixedParams method) (FlatDist method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FourierFeatures method) (FourierTransform method) (FreshPRINCE method) (FunctionParamFitter method) (FunctionTransformer method) (GAKernel method) (GaussianHMM method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (GMMHMM method) (GreedyGaussianSegmentation method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (GRUClassifier method) (GRUFCNNClassifier method) (GunPoint method) (HampelFilter method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalDask method) (HierarchicalPdMultiIndex method) (HierarchicalPolarsEager method) (HierarchicalProphet method) (HierarchicalSalesToydata method) (HierarchyEnsembleForecaster method) (HIVECOTEV1 method) (HIVECOTEV2 method) (HMM method) (HOG1DTransformer method) (HolidayFeatures method) (HPFilter method) (HurstExponentTransformer method) (Id method) (IgnoreX method) (Imputer method) (InceptionTimeClassifier method) (InceptionTimeRegressor method) (IndepDist method) (IndexSubset method) (IndividualBOSS method) (IndividualTDE method) (InformationGainSegmentation method) (InstanceSplitter method) (IntervalSegmenter method) (IntervalWidth method) (InvertAugmenter method) (InvertTransform method) (ItalyPowerDemand method) (IxToX method) (JapaneseVowels method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KalmanFilterTransformerSIMD method) (KernelFromDist method) (KinematicFeatures method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (KNeighborsTimeSeriesRegressor method) (Lag method) (LcssTslearn method) (Logger method) (LogLoss method) (LogTransformer method) (Longley method) (LSTMFCNClassifier method) (LSTMFCNRegressor method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (LuckyDtwDist method) (Lynx method) (M5Dataset method) (MACNNClassifier method) (MACNNRegressor method) (Macroeconomic method) (MAPAForecaster method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MCDCNNClassifier method) (MCDCNNRegressor method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredErrorPercentage method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (Merger method) (MiddleOutReconciler method) (MiniRocket method) (MiniRocketMultivariate method) (MiniRocketMultivariateVariable method) (MLPClassifier method) (MLPRegressor method) (MOIRAIForecaster method) (MomentFMClassifier method) (MomentFMForecaster method) (MovingBlockBootstrapTransformer method) (MovingWindow method) (MrSEQL method) (MrSQM method) (MSTL method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexClassifier method) (MultiplexForecaster method) (MultiplexRegressor method) (MultiplexTransformer method) (MultiRocket method) (MultiRocketMultivariate method) (MUSE method) (MVCAPA method) (MVTSTransformerClassifier method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (NonNegativeOptimalReconciler method) (OnlineEnsembleForecaster method) (OptimalReconciler method) (OptionalPassthrough method) (OSULeaf method) (PAA method) (PAAlegacy method) (PaddingTransformer method) (PandasTransformAdaptor method) (PanelDask method) (PanelDfList method) (PanelGluontsList method) (PanelGluontsPandas method) (PanelNp3D method) (PanelPdMultiIndex method) (PanelPolarsEager method) (ParamFitterPipeline method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PeakTimeFeature method) (PELT method) (Permute method) (PinballLoss method) (Pipeline method) (PLAID method) (PlateauFinder method) (PluginParamsForecaster method) (PluginParamsTransformer method) (PoissonHMM method) (PolynomialTrendForecaster method) (ProbabilityThresholdEarlyClassifier method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PwTrafoPanelPipeline method) (PyKANForecaster method) (PyODDetector method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervals method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RandomShapeletTransform method) (RBFForecaster method) (RBFTransformer method) (Reconciler method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ReducerTransform method) (RegressorPipeline method) (RelativeLoss method) (Repeat method) (RepeatBootstrapTransformer method) (ResNetClassifier method) (ResNetRegressor method) (ReverseAugmenter method) (Rocket method) (RocketClassifier method) (RocketPyts method) (RocketRegressor method) (SameLocSplitter method) (SARIMAX method) (SAX method) (SAXlegacy method) (ScaledAsinhTransformer method) (ScaledLogitTransformer method) (SCINetForecaster method) (ScipyDist method) (ScitypeHierarchical method) (ScitypePanel method) (ScitypeSeries method) (ScitypeTable method) (SeasonalDummiesOneHot method) (SeasonalityACF method) (SeasonalityACFqstat method) (SeasonalityPeriodogram method) (SeededBinarySegmentation method) (SeriesDask method) (SeriesGluontsList method) (SeriesGluontsPandas method) (SeriesNp2D method) (SeriesPdDataFrame method) (SeriesPdSeries method) (SeriesPolarsEager method) (SeriesXarray method) (SFA method) (SFAFast method) (ShampooSales method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransform method) (ShapeletTransformClassifier method) (ShapeletTransformPyts method) (SignatureClassifier method) (SignatureKernel method) (SignatureMoments method) (SignatureTransformer method) (SimpleRNNClassifier method) (SimpleRNNRegressor method) (SingleWindowSplitter method) (SkforecastAutoreg method) (SkforecastRecursive method) (SklearnClassifierPipeline method) (SklearnClustererPipeline method) (SklearnRegressorPipeline method) (SlidingGreedySplitter method) (SlidingWindowSegmenter method) (SlidingWindowSplitter method) (SlopeTransformer method) (SoftDtwDistTslearn method) (Solar method) (SplineTrendForecaster method) (SplitterBootstrapTransformer method) (SplitterSummarizer method) (SqrtTransformer method) (SquaredDistrLoss method) (SquaringResiduals method) (StackingForecaster method) (StationarityADF method) (StationarityADFArch method) (StationarityDFGLS method) (StationarityKPSS method) (StationarityKPSSArch method) (StationarityPhillipsPerron method) (StationarityVarianceRatio method) (StationarityZivotAndrews method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (StatThresholdAnomaliser method) (STDBSCAN method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (STRAY method) (SubLOF method) (SubsequenceExtractionTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedIntervals method) (SupervisedTimeSeriesForest method) (TableListOfDict method) (TableNp1D method) (TableNp2D method) (TablePdDataFrame method) (TablePdSeries method) (TablePolarsEager method) (Tabularizer method) (TabularToSeriesAdaptor method) (TapNetClassifier method) (TapNetRegressor method) (TBATS method) (TEASER method) (Tecator method) (TemporalDictionaryEnsemble method) (TemporalTrainTestSplitter method) (TemporianTransformer method) (TestPlusTrainSplitter method) (ThetaForecaster method) (ThetaLinesTransformer method) (ThetaModularForecaster method) (ThresholdDetector method) (TimeBinAggregate method) (TimeBinner method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimeSeriesDBSCAN method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMeansTslearn method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesKvisibility method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TimeSeriesSVRTslearn method) (TimesFMForecaster method) (TimeSince method) (TinyTimeMixerForecaster method) (TopdownReconciler method) (TransformByLevel method) (TransformedTargetForecaster method) (TransformerPipeline method) (TransformIf method) (TransformSelectForecaster method) (TrendForecaster method) (TruncationTransformer method) (TSBootstrapAdapter method) (TSCGridSearchCV method) (TSCStrategy method) (TSCTask method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (TSInterpolator method) (TSRGridSearchCV method) (TSRStrategy method) (TSRTask method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (USChange method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (VmdTransformer method) (WEASEL method) (WeightedEnsembleClassifier method) (WhiteNoiseAugmenter method) (WindowSegmenter method) (WindowSummarizer method) (YtoX method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) set_score_request() (ComposableTimeSeriesForestRegressor method) (RotationForest method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) set_tags() (ADICVTransformer method) (AggrDist method) (Aggregator method) (Airline method) (AlignerDTW method) (AlignerDtwDtai method) (AlignerDTWfromDist method) (AlignerDtwNumba method) (AlignerEditNumba method) (AlignerLuckyDtw method) (AlignerNaive method) (ARCH method) (ARDL method) (ARIMA method) (ARLagOrderSelector method) (ArrowHead method) (Arsenal method) (AUCalibration method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingClassifier method) (BaggingForecaster method) (BaseClassifier method) (BaseClusterer method) (BaseDeepClassifier method) (BaseDeepRegressor method) (BaseEarlyClassifier method) (BaseEstimator method) (BaseForecaster method) (BaseObject method) (BasePairwiseTransformer method) (BasePairwiseTransformerPanel method) (BaseRegressor method) (BaseStrategy method) (BaseSupervisedLearningStrategy method) (BaseTask method) (BaseTimeSeriesLloyds method) (BasicMotions method) (BATS method) (BinarySegmentation method) (BKFilter method) (Bollinger method) (BOSSEnsemble method) (BOSSVSClassifierPyts method) (BottomUpReconciler method) (BoxCoxBiasAdjustedForecaster method) (BoxCoxTransformer method) (CanonicalIntervalForest method) (CAPA method) (Catch22 method) (Catch22Classifier method) (Catch22Wrapper method) (CFFilter method) (ChronosForecaster method) (CINNForecaster method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClaSPTransformer method) (ClassifierPipeline method) (ClearSky method) (ClustererAsTransformer method) (ClustererPipeline method) (ClusterSegmenter method) (CNNClassifier method) (CNNRegressor method) (CNTCClassifier method) (CNTCRegressor method) (ColumnConcatenator method) (ColumnEnsembleClassifier method) (ColumnEnsembleForecaster method) (ColumnEnsembleTransformer method) (ColumnSelect method) (ColumnTransformer method) (ColumnwiseTransformer method) (CombinedDistance method) (ComposableTimeSeriesForestClassifier method) (ComposableTimeSeriesForestRegressor method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (ConstantPwTrafoPanel method) (ConstraintViolation method) (ContractableBOSS method) (CosineTransformer method) (CountryHolidaysTransformer method) (Croston method) (CRPS method) (CtwDistTslearn method) (CurveFitForecaster method) (CutoffFhSplitter method) (CutoffSplitter method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (DetectorAsTransformer method) (DetectorPipeline method) (Detrender method) (Differencer method) (DilationMappingTransformer method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DistanceFeatures method) (DistFromAligner method) (DistFromKernel method) (DOBIN method) (DontUpdate method) (DrCIF method) (DropNA method) (DtwDist method) (DtwDistTslearn method) (DtwDtaidistMultiv method) (DtwDtaidistUniv method) (DtwPythonDist method) (DummyClassifier method) (DummyRegressor method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DWTTransformer method) (DynamicFactor method) (EAgglo method) (EditDist method) (ElasticEnsemble method) (ElbowClassPairwise method) (ElbowClassSum method) (EmpiricalCoverage method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExpandingCutoffSplitter method) (ExpandingGreedySplitter method) (ExpandingSlidingWindowSplitter method) (ExpandingWindowSplitter method) (ExponentialSmoothing method) (ExponentTransformer method) (FallbackForecaster method) (FCNClassifier method) (FCNRegressor method) (FeatureSelection method) (FeatureUnion method) (FhPlexForecaster method) (Filter method) (FinancialHolidaysTransformer method) (FitInTransform method) (FittedParamExtractor method) (FixedParams method) (FlatDist method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FourierFeatures method) (FourierTransform method) (FreshPRINCE method) (FunctionParamFitter method) (FunctionTransformer method) (GAKernel method) (GaussianHMM method) (GeometricMeanAbsoluteError method) (GeometricMeanRelativeAbsoluteError method) (GeometricMeanRelativeSquaredError method) (GeometricMeanSquaredError method) (GMMHMM method) (GreedyGaussianSegmentation method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (GRUClassifier method) (GRUFCNNClassifier method) (GunPoint method) (HampelFilter method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalDask method) (HierarchicalPdMultiIndex method) (HierarchicalPolarsEager method) (HierarchicalProphet method) (HierarchicalSalesToydata method) (HierarchyEnsembleForecaster method) (HIVECOTEV1 method) (HIVECOTEV2 method) (HMM method) (HOG1DTransformer method) (HolidayFeatures method) (HPFilter method) (HurstExponentTransformer method) (Id method) (IgnoreX method) (Imputer method) (InceptionTimeClassifier method) (InceptionTimeRegressor method) (IndepDist method) (IndexSubset method) (IndividualBOSS method) (IndividualTDE method) (InformationGainSegmentation method) (InstanceSplitter method) (IntervalSegmenter method) (IntervalWidth method) (InvertAugmenter method) (InvertTransform method) (ItalyPowerDemand method) (IxToX method) (JapaneseVowels method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KalmanFilterTransformerSIMD method) (KernelFromDist method) (KinematicFeatures method) (KNeighborsTimeSeriesClassifier method) (KNeighborsTimeSeriesClassifierPyts method) (KNeighborsTimeSeriesClassifierTslearn method) (KNeighborsTimeSeriesRegressor method) (Lag method) (LcssTslearn method) (Logger method) (LogLoss method) (LogTransformer method) (Longley method) (LSTMFCNClassifier method) (LSTMFCNRegressor method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (LuckyDtwDist method) (Lynx method) (M5Dataset method) (MACNNClassifier method) (MACNNRegressor method) (Macroeconomic method) (MAPAForecaster method) (MatrixProfile method) (MatrixProfileClassifier method) (MatrixProfileTransformer method) (MCDCNNClassifier method) (MCDCNNRegressor method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAbsoluteScaledError method) (MeanAsymmetricError method) (MeanLinexError method) (MeanRelativeAbsoluteError method) (MeanSquaredError method) (MeanSquaredErrorPercentage method) (MeanSquaredPercentageError method) (MeanSquaredScaledError method) (MedianAbsoluteError method) (MedianAbsolutePercentageError method) (MedianAbsoluteScaledError method) (MedianRelativeAbsoluteError method) (MedianSquaredError method) (MedianSquaredPercentageError method) (MedianSquaredScaledError method) (Merger method) (MiddleOutReconciler method) (MiniRocket method) (MiniRocketMultivariate method) (MiniRocketMultivariateVariable method) (MLPClassifier method) (MLPRegressor method) (MOIRAIForecaster method) (MomentFMClassifier method) (MomentFMForecaster method) (MovingBlockBootstrapTransformer method) (MovingWindow method) (MrSEQL method) (MrSQM method) (MSTL method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexClassifier method) (MultiplexForecaster method) (MultiplexRegressor method) (MultiplexTransformer method) (MultiRocket method) (MultiRocketMultivariate method) (MUSE method) (MVCAPA method) (MVTSTransformerClassifier method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (NonNegativeOptimalReconciler method) (OnlineEnsembleForecaster method) (OptimalReconciler method) (OptionalPassthrough method) (OSULeaf method) (PAA method) (PAAlegacy method) (PaddingTransformer method) (PandasTransformAdaptor method) (PanelDask method) (PanelDfList method) (PanelGluontsList method) (PanelGluontsPandas method) (PanelNp3D method) (PanelPdMultiIndex method) (PanelPolarsEager method) (ParamFitterPipeline method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PeakTimeFeature method) (PELT method) (Permute method) (PinballLoss method) (Pipeline method) (PLAID method) (PlateauFinder method) (PluginParamsForecaster method) (PluginParamsTransformer method) (PoissonHMM method) (PolynomialTrendForecaster method) (ProbabilityThresholdEarlyClassifier method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (ProximityForest method) (ProximityStump method) (ProximityTree method) (PwTrafoPanelPipeline method) (PyKANForecaster method) (PyODDetector method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RandomIntervalClassifier method) (RandomIntervalFeatureExtractor method) (RandomIntervals method) (RandomIntervalSegmenter method) (RandomIntervalSpectralEnsemble method) (RandomSamplesAugmenter method) (RandomShapeletTransform method) (RBFForecaster method) (RBFTransformer method) (Reconciler method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ReducerTransform method) (RegressorPipeline method) (RelativeLoss method) (Repeat method) (RepeatBootstrapTransformer method) (ResNetClassifier method) (ResNetRegressor method) (ReverseAugmenter method) (Rocket method) (RocketClassifier method) (RocketPyts method) (RocketRegressor method) (SameLocSplitter method) (SARIMAX method) (SAX method) (SAXlegacy method) (ScaledAsinhTransformer method) (ScaledLogitTransformer method) (SCINetForecaster method) (ScipyDist method) (ScitypeHierarchical method) (ScitypePanel method) (ScitypeSeries method) (ScitypeTable method) (SeasonalDummiesOneHot method) (SeasonalityACF method) (SeasonalityACFqstat method) (SeasonalityPeriodogram method) (SeededBinarySegmentation method) (SeriesDask method) (SeriesGluontsList method) (SeriesGluontsPandas method) (SeriesNp2D method) (SeriesPdDataFrame method) (SeriesPdSeries method) (SeriesPolarsEager method) (SeriesXarray method) (SFA method) (SFAFast method) (ShampooSales method) (ShapeDTW method) (ShapeletLearningClassifierPyts method) (ShapeletLearningClassifierTslearn method) (ShapeletTransform method) (ShapeletTransformClassifier method) (ShapeletTransformPyts method) (SignatureClassifier method) (SignatureKernel method) (SignatureMoments method) (SignatureTransformer method) (SimpleRNNClassifier method) (SimpleRNNRegressor method) (SingleWindowSplitter method) (SkforecastAutoreg method) (SkforecastRecursive method) (SklearnClassifierPipeline method) (SklearnClustererPipeline method) (SklearnRegressorPipeline method) (SlidingGreedySplitter method) (SlidingWindowSegmenter method) (SlidingWindowSplitter method) (SlopeTransformer method) (SoftDtwDistTslearn method) (Solar method) (SplineTrendForecaster method) (SplitterBootstrapTransformer method) (SplitterSummarizer method) (SqrtTransformer method) (SquaredDistrLoss method) (SquaringResiduals method) (StackingForecaster method) (StationarityADF method) (StationarityADFArch method) (StationarityDFGLS method) (StationarityKPSS method) (StationarityKPSSArch method) (StationarityPhillipsPerron method) (StationarityVarianceRatio method) (StationarityZivotAndrews method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (StatThresholdAnomaliser method) (STDBSCAN method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (STRAY method) (SubLOF method) (SubsequenceExtractionTransformer method) (SummaryClassifier method) (SummaryTransformer method) (SupervisedIntervals method) (SupervisedTimeSeriesForest method) (TableListOfDict method) (TableNp1D method) (TableNp2D method) (TablePdDataFrame method) (TablePdSeries method) (TablePolarsEager method) (Tabularizer method) (TabularToSeriesAdaptor method) (TapNetClassifier method) (TapNetRegressor method) (TBATS method) (TEASER method) (Tecator method) (TemporalDictionaryEnsemble method) (TemporalTrainTestSplitter method) (TemporianTransformer method) (TestPlusTrainSplitter method) (ThetaForecaster method) (ThetaLinesTransformer method) (ThetaModularForecaster method) (ThresholdDetector method) (TimeBinAggregate method) (TimeBinner method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimeSeriesDBSCAN method) (TimeSeriesForestClassifier method) (TimeSeriesForestRegressor method) (TimeSeriesKernelKMeans method) (TimeSeriesKMeans method) (TimeSeriesKMeansTslearn method) (TimeSeriesKMedoids method) (TimeSeriesKShapes method) (TimeSeriesKvisibility method) (TimeSeriesSVC method) (TimeSeriesSVCTslearn method) (TimeSeriesSVRTslearn method) (TimesFMForecaster method) (TimeSince method) (TinyTimeMixerForecaster method) (TopdownReconciler method) (TransformByLevel method) (TransformedTargetForecaster method) (TransformerPipeline method) (TransformIf method) (TransformSelectForecaster method) (TrendForecaster method) (TruncationTransformer method) (TSBootstrapAdapter method) (TSCGridSearchCV method) (TSCStrategy method) (TSCTask method) (TSFreshClassifier method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (TSInterpolator method) (TSRGridSearchCV method) (TSRStrategy method) (TSRTask method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (USChange method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (VmdTransformer method) (WEASEL method) (WeightedEnsembleClassifier method) (WhiteNoiseAugmenter method) (WindowSegmenter method) (WindowSummarizer method) (YtoX method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) setup_feature_pipeline() (SignatureTransformer method) SFA (class in sktime.transformations.panel.dictionary_based) SFAFast (class in sktime.transformations.panel.dictionary_based) ShampooSales (class in sktime.datasets.forecasting.shampoo_sales) ShapeDTW (class in sktime.classification.distance_based) ShapeletLearningClassifierPyts (class in sktime.classification.shapelet_based) ShapeletLearningClassifierTslearn (class in sktime.classification.shapelet_based) ShapeletTransform (class in sktime.transformations.panel.shapelet_transform) ShapeletTransformClassifier (class in sktime.classification.shapelet_based) ShapeletTransformPyts (class in sktime.transformations.panel.shapelet_transform) sign_test() (Evaluator method) SignatureClassifier (class in sktime.classification.feature_based) SignatureKernel (class in sktime.dists_kernels.signature_kernel) SignatureMoments (class in sktime.transformations.series.signature) SignatureTransformer (class in sktime.transformations.panel.signature_based) SimpleRNNClassifier (class in sktime.classification.deep_learning.rnn) SimpleRNNRegressor (class in sktime.regression.deep_learning.rnn) simulate() (DynamicFactor method) (UnobservedComponents method) SingleSplit (class in sktime.series_as_features.model_selection) SingleWindowSplitter (class in sktime.split.singlewindow) SkforecastAutoreg (class in sktime.forecasting.compose) SkforecastRecursive (class in sktime.forecasting.compose) sklearn_to_sktime() (in module sktime.pipeline) SklearnClassifierPipeline (class in sktime.classification.compose) SklearnClustererPipeline (class in sktime.clustering.compose) SklearnRegressorPipeline (class in sktime.regression.compose) sktime.base module sktime.datasets module, [1], [2], [3], [4] sktime.datatypes module sktime.exceptions module sktime.performance_metrics module sktime.pipeline module sktime.registry module, [1] sktime.series_as_features module sktime.utils.estimator_checks module sktime.utils.mlflow_sktime module sktime.utils.plotting module SlidingGreedySplitter (class in sktime.split.slidinggreedy) SlidingWindowSegmenter (class in sktime.transformations.panel.segment) SlidingWindowSplitter (class in sktime.split.slidingwindow) SlopeTransformer (class in sktime.transformations.panel.slope) SoftDtwDistTslearn (class in sktime.dists_kernels.dtw) Solar (class in sktime.datasets.forecasting.solar) sparse_to_dense() (BinarySegmentation static method) (CAPA static method) (CircularBinarySegmentation static method) (ClaSPSegmentation static method) (ClusterSegmenter static method) (DetectorPipeline static method) (DummyRegularAnomalies static method) (DummyRegularChangePoints static method) (GaussianHMM static method) (GMMHMM static method) (GreedyGaussianSegmentation static method) (HMM static method) (MovingWindow static method) (MVCAPA static method) (PELT static method) (PoissonHMM static method) (PyODDetector static method) (SeededBinarySegmentation static method) (StatThresholdAnomaliser static method) (SubLOF static method) (ThresholdDetector static method) (WindowSegmenter static method) (ZeroAnomalies static method) (ZeroChangePoints static method) (ZeroSegments static method) SplineTrendForecaster (class in sktime.forecasting.trend) split() (CutoffFhSplitter method) (CutoffSplitter method) (ExpandingCutoffSplitter method) (ExpandingGreedySplitter method) (ExpandingSlidingWindowSplitter method) (ExpandingWindowSplitter method) (InstanceSplitter method) (PresplitFilesCV method) (Repeat method) (SameLocSplitter method) (SingleSplit method) (SingleWindowSplitter method) (SlidingGreedySplitter method) (SlidingWindowSplitter method) (TemporalTrainTestSplitter method) (TestPlusTrainSplitter method) split_indices() (BaseEarlyClassifier static method) (TEASER static method) split_indices_and_filter() (BaseEarlyClassifier static method) (TEASER static method) split_loc() (CutoffFhSplitter method) (CutoffSplitter method) (ExpandingCutoffSplitter method) (ExpandingGreedySplitter method) (ExpandingSlidingWindowSplitter method) (ExpandingWindowSplitter method) (InstanceSplitter method) (Repeat method) (SameLocSplitter method) (SingleWindowSplitter method) (SlidingGreedySplitter method) (SlidingWindowSplitter method) (TemporalTrainTestSplitter method) (TestPlusTrainSplitter method) split_series() (CutoffFhSplitter method) (CutoffSplitter method) (ExpandingCutoffSplitter method) (ExpandingGreedySplitter method) (ExpandingSlidingWindowSplitter method) (ExpandingWindowSplitter method) (InstanceSplitter method) (Repeat method) (SameLocSplitter method) (SingleWindowSplitter method) (SlidingGreedySplitter method) (SlidingWindowSplitter method) (TemporalTrainTestSplitter method) (TestPlusTrainSplitter method) SplitterBootstrapTransformer (class in sktime.transformations.bootstrap) SplitterSummarizer (class in sktime.transformations.series.summarize) SqrtTransformer (class in sktime.transformations.series.exponent) squared_distance() (in module sktime.distances) SquaredDistrLoss (class in sktime.performance_metrics.forecasting.probabilistic) SquaringResiduals (class in sktime.forecasting.squaring_residuals) StackingForecaster (class in sktime.forecasting.compose) StationarityADF (class in sktime.param_est.stationarity) StationarityADFArch (class in sktime.param_est.stationarity) StationarityDFGLS (class in sktime.param_est.stationarity) StationarityKPSS (class in sktime.param_est.stationarity) StationarityKPSSArch (class in sktime.param_est.stationarity) StationarityPhillipsPerron (class in sktime.param_est.stationarity) StationarityVarianceRatio (class in sktime.param_est.stationarity) StationarityZivotAndrews (class in sktime.param_est.stationarity) StatsForecastADIDA (class in sktime.forecasting.statsforecast) StatsForecastARCH (class in sktime.forecasting.arch) StatsForecastAutoARIMA (class in sktime.forecasting.statsforecast) StatsForecastAutoCES (class in sktime.forecasting.statsforecast) StatsForecastAutoETS (class in sktime.forecasting.statsforecast) StatsForecastAutoTBATS (class in sktime.forecasting.statsforecast) StatsForecastAutoTheta (class in sktime.forecasting.statsforecast) StatsForecastGARCH (class in sktime.forecasting.arch) StatsForecastMSTL (class in sktime.forecasting.statsforecast) StatsModelsARIMA (class in sktime.forecasting.arima) StatThresholdAnomaliser (class in sktime.detection.skchange_aseg.statthreshold) STDBSCAN (class in sktime.clustering.spatio_temporal) steps_ (PwTrafoPanelPipeline property) STLBootstrapTransformer (class in sktime.transformations.bootstrap) STLForecaster (class in sktime.forecasting.trend) STLTransformer (class in sktime.transformations.series.detrend) STRAY (class in sktime.detection.stray) SubLOF (class in sktime.detection.lof) SubsequenceExtractionTransformer (class in sktime.transformations.series.subsequence_extraction) summary() (ARCH method) (ARDL method) (ARIMA method) (AutoARIMA method) (AutoETS method) (BaseDeepClassifier method) (CNNClassifier method) (CNTCClassifier method) (DynamicFactor method) (FCNClassifier method) (InceptionTimeClassifier method) (LSTMFCNClassifier method) (MACNNClassifier method) (MCDCNNClassifier method) (MLPClassifier method) (ResNetClassifier method) (SARIMAX method) (SimpleRNNClassifier method) (StatsModelsARIMA method) (TapNetClassifier method) (UnobservedComponents method) SummaryClassifier (class in sktime.classification.feature_based) SummaryTransformer (class in sktime.transformations.series.summarize) SupervisedIntervals (class in sktime.transformations.panel.supervised_intervals) SupervisedTimeSeriesForest (class in sktime.classification.interval_based) T t_test() (Evaluator method) t_test_with_bonferroni_correction() (Evaluator method) TableListOfDict (class in sktime.datatypes._table._check) TableNp1D (class in sktime.datatypes._table._check) TableNp2D (class in sktime.datatypes._table._check) TablePdDataFrame (class in sktime.datatypes._table._check) TablePdSeries (class in sktime.datatypes._table._check) TablePolarsEager (class in sktime.datatypes._table._check) Tabular Tabularizer (class in sktime.transformations.panel.reduce) TabularToSeriesAdaptor (class in sktime.transformations.series.adapt) Tag TapNetClassifier (class in sktime.classification.deep_learning.tapnet) TapNetRegressor (class in sktime.regression.deep_learning.tapnet) target (BaseTask property) (TSCTask property) (TSRTask property) task() (in module sktime.registry._tags) TBATS (class in sktime.forecasting.tbats) TEASER (class in sktime.classification.early_classification) Tecator (class in sktime.datasets.regression.tecator) temporal_train_test_split() (in module sktime.split) TemporalDictionaryEnsemble (class in sktime.classification.dictionary_based) TemporalTrainTestSplitter (class in sktime.split.temporal_train_test_split) TemporianTransformer (class in sktime.transformations.series.temporian) TestPlusTrainSplitter (class in sktime.split.testplustrain) tests__core() (in module sktime.registry._tags) ThetaForecaster (class in sktime.forecasting.theta) ThetaLinesTransformer (class in sktime.transformations.series.theta) ThetaModularForecaster (class in sktime.forecasting.theta) ThresholdDetector (class in sktime.detection.naive) Time series Time series annotation Time series classification Time series clustering Time series decomposition: Time series regression TimeBinAggregate (class in sktime.transformations.series.binning) TimeBinner (class in sktime.transformations.panel.reduce) TimeLLMForecaster (class in sktime.forecasting.time_llm) TimeMoEForecaster (class in sktime.forecasting.timemoe) Timepoint TimeSeriesAUPRC() (in module sktime.performance_metrics.detection) TimeSeriesDBSCAN (class in sktime.clustering.dbscan) 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) TimeSeriesKMeansTslearn (class in sktime.clustering.k_means) TimeSeriesKMedoids (class in sktime.clustering.k_medoids) TimeSeriesKShapes (class in sktime.clustering.k_shapes) TimeSeriesKvisibility (class in sktime.clustering.kvisibility) TimeSeriesSVC (class in sktime.classification.kernel_based) TimeSeriesSVCTslearn (class in sktime.classification.kernel_based) TimeSeriesSVRTslearn (class in sktime.regression.kernel_based) TimesFMForecaster (class in sktime.forecasting.timesfm_forecaster) TimeSince (class in sktime.transformations.series.time_since) TinyTimeMixerForecaster (class in sktime.forecasting.ttm) to_absolute() (ForecastingHorizon method) to_absolute_index() (ForecastingHorizon method) to_absolute_int() (ForecastingHorizon method) to_classification() (InformationGainSegmentation method) to_clusters() (InformationGainSegmentation 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 TopdownReconciler (class in sktime.transformations.hierarchical.reconcile) transform() (ADICVTransformer method) (AggrDist method) (Aggregator method) (AutoCorrelationTransformer method) (BasePairwiseTransformer method) (BasePairwiseTransformerPanel method) (BinarySegmentation method) (BKFilter method) (Bollinger method) (BottomUpReconciler method) (BoxCoxTransformer method) (CAPA method) (Catch22 method) (Catch22Wrapper method) (CFFilter method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClaSPTransformer method) (ClearSky method) (ClustererAsTransformer method) (ClusterSegmenter method) (ColumnConcatenator method) (ColumnEnsembleTransformer method) (ColumnSelect method) (ColumnTransformer method) (ColumnwiseTransformer method) (CombinedDistance method) (ConditionalDeseasonalizer method) (ConstantPwTrafoPanel method) (CosineTransformer method) (CountryHolidaysTransformer method) (CtwDistTslearn method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (DetectorAsTransformer method) (DetectorPipeline method) (Detrender method) (Differencer method) (DilationMappingTransformer method) (DistanceFeatures method) (DistFromAligner method) (DistFromKernel method) (DOBIN method) (DropNA method) (DtwDist method) (DtwDistTslearn method) (DtwDtaidistMultiv method) (DtwDtaidistUniv method) (DtwPythonDist method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DWTTransformer method) (EAgglo method) (EditDist method) (ElbowClassPairwise method) (ElbowClassSum method) (ExponentTransformer method) (FeatureSelection method) (FeatureUnion method) (Filter method) (FinancialHolidaysTransformer method) (FitInTransform method) (FittedParamExtractor method) (FlatDist method) (FourierFeatures method) (FourierTransform method) (FunctionTransformer method) (GAKernel method) (GaussianHMM method) (GMMHMM method) (GreedyGaussianSegmentation method) (HampelFilter method) (HMM method) (HOG1DTransformer method) (HolidayFeatures method) (HPFilter method) (HurstExponentTransformer method) (Id method) (Imputer method) (IndepDist method) (IndexSubset method) (IntervalSegmenter method) (InvertAugmenter method) (InvertTransform method) (IxToX method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KalmanFilterTransformerSIMD method) (KernelFromDist method) (KinematicFeatures method) (Lag method) (LcssTslearn method) (Logger method) (LogTransformer method) (LuckyDtwDist method) (MatrixProfile method) (MatrixProfileTransformer method) (Merger method) (MiddleOutReconciler method) (MiniRocket method) (MiniRocketMultivariate method) (MiniRocketMultivariateVariable method) (MovingBlockBootstrapTransformer method) (MovingWindow method) (MSTL method) (MultiplexTransformer method) (MultiRocket method) (MultiRocketMultivariate method) (MVCAPA method) (NonNegativeOptimalReconciler method) (OptimalReconciler method) (OptionalPassthrough method) (PAA method) (PAAlegacy method) (PaddingTransformer method) (PandasTransformAdaptor method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PeakTimeFeature method) (PELT method) (Pipeline method) (PlateauFinder method) (PluginParamsTransformer method) (PoissonHMM method) (PwTrafoPanelPipeline method) (PyODDetector method) (RandomIntervalFeatureExtractor method) (RandomIntervals method) (RandomIntervalSegmenter method) (RandomSamplesAugmenter method) (RandomShapeletTransform method) (RBFTransformer method) (Reconciler method) (ReducerTransform method) (RepeatBootstrapTransformer method) (ReverseAugmenter method) (Rocket method) (RocketPyts method) (SAX method) (SAXlegacy method) (ScaledAsinhTransformer method) (ScaledLogitTransformer method) (ScipyDist method) (SeasonalDummiesOneHot method) (SeededBinarySegmentation method) (SFA method) (SFAFast method) (ShapeletTransform method) (ShapeletTransformPyts method) (SignatureKernel method) (SignatureMoments method) (SignatureTransformer method) (SlidingWindowSegmenter method) (SlopeTransformer method) (SoftDtwDistTslearn method) (SplitterBootstrapTransformer method) (SplitterSummarizer method) (SqrtTransformer method) (StatThresholdAnomaliser method) (STLBootstrapTransformer method) (STLTransformer method) (STRAY method) (SubLOF method) (SubsequenceExtractionTransformer method) (SummaryTransformer method) (SupervisedIntervals method) (Tabularizer method) (TabularToSeriesAdaptor method) (TemporianTransformer method) (ThetaLinesTransformer method) (ThresholdDetector method) (TimeBinAggregate method) (TimeBinner method) (TimeSince method) (TopdownReconciler method) (TransformByLevel method) (TransformedTargetForecaster method) (TransformerPipeline method) (TransformIf method) (TruncationTransformer method) (TSBootstrapAdapter method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (TSInterpolator method) (VmdTransformer method) (WhiteNoiseAugmenter method) (WindowSegmenter method) (WindowSummarizer method) (YtoX method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) transform_diag() (AggrDist method) (BasePairwiseTransformerPanel method) (CombinedDistance method) (ConstantPwTrafoPanel method) (CtwDistTslearn method) (DistFromAligner method) (DistFromKernel method) (DtwDist method) (DtwDistTslearn method) (DtwDtaidistMultiv method) (DtwDtaidistUniv method) (DtwPythonDist method) (EditDist method) (FlatDist method) (GAKernel method) (IndepDist method) (KernelFromDist method) (LcssTslearn method) (LuckyDtwDist method) (PwTrafoPanelPipeline method) (SignatureKernel method) (SoftDtwDistTslearn method) transform_returns_same_time_index() (in module sktime.registry._tags) transform_scores() (BinarySegmentation method) (CAPA method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClusterSegmenter method) (DetectorPipeline method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (GaussianHMM method) (GMMHMM method) (GreedyGaussianSegmentation method) (HMM method) (MovingWindow method) (MVCAPA method) (PELT method) (PoissonHMM method) (PyODDetector method) (SeededBinarySegmentation method) (StatThresholdAnomaliser method) (SubLOF method) (ThresholdDetector method) (WindowSegmenter method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) transform_to_bag() (SFAFast method) TransformByLevel (class in sktime.transformations.compose) TransformedTargetForecaster (class in sktime.forecasting.compose) TransformerPipeline (class in sktime.transformations.compose) transformers_post_ (TransformedTargetForecaster property) transformers_pre_ (TransformedTargetForecaster property) TransformIf (class in sktime.transformations.compose) TransformSelectForecaster (class in sktime.forecasting.compose) tree_node_splits_and_gain() (ContinuousIntervalTree method) Trend TrendForecaster (class in sktime.forecasting.trend) TruncationTransformer (class in sktime.transformations.panel.truncation) TSBootstrapAdapter (class in sktime.transformations.bootstrap) TSCGridSearchCV (class in sktime.classification.model_selection) TSCStrategy (class in sktime.benchmarking.strategies) TSCTask (class in sktime.benchmarking.tasks) TSFreshClassifier (class in sktime.classification.feature_based) TSFreshFeatureExtractor (class in sktime.transformations.panel.tsfresh) TSFreshRelevantFeatureExtractor (class in sktime.transformations.panel.tsfresh) TSInterpolator (class in sktime.transformations.panel.interpolate) TSRGridSearchCV (class in sktime.regression.model_selection) TSRStrategy (class in sktime.benchmarking.strategies) TSRTask (class in sktime.benchmarking.tasks) twe_distance() (in module sktime.distances) U UEADataset (class in sktime.benchmarking.data) Univariate time series UnobservedComponents (class in sktime.forecasting.structural) update() (ADICVTransformer method) (Aggregator method) (ARCH method) (ARDL method) (ARIMA method) (ARLagOrderSelector method) (AutoARIMA method) (AutoCorrelationTransformer method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingForecaster method) (BaseForecaster method) (BATS method) (BinarySegmentation method) (BKFilter method) (Bollinger method) (BottomUpReconciler method) (BoxCoxBiasAdjustedForecaster method) (BoxCoxTransformer method) (CAPA method) (Catch22 method) (Catch22Wrapper method) (CFFilter method) (ChronosForecaster method) (CINNForecaster method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClaSPTransformer method) (ClearSky method) (ClustererAsTransformer method) (ClusterSegmenter method) (ColumnConcatenator method) (ColumnEnsembleForecaster method) (ColumnEnsembleTransformer method) (ColumnSelect method) (ColumnTransformer method) (ColumnwiseTransformer method) (ConditionalDeseasonalizer method) (ConformalIntervals method) (CosineTransformer method) (CountryHolidaysTransformer method) (Croston method) (CurveFitForecaster method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DateTimeFeatures method) (DerivativeSlopeTransformer method) (Deseasonalizer method) (DetectorAsTransformer method) (DetectorPipeline method) (Detrender method) (Differencer method) (DilationMappingTransformer method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DistanceFeatures method) (DOBIN method) (DontUpdate method) (DropNA method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DWTTransformer method) (DynamicFactor method) (EAgglo method) (ElbowClassPairwise method) (ElbowClassSum method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExponentialSmoothing method) (ExponentTransformer method) (FallbackForecaster method) (FeatureSelection method) (FeatureUnion method) (FhPlexForecaster method) (Filter method) (FinancialHolidaysTransformer method) (FitInTransform method) (FittedParamExtractor method) (FixedParams method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (FourierFeatures method) (FourierTransform method) (FunctionParamFitter method) (FunctionTransformer method) (GaussianHMM method) (GMMHMM method) (GreedyGaussianSegmentation method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (HampelFilter method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalProphet method) (HierarchyEnsembleForecaster method) (HMM method) (HOG1DTransformer method) (HolidayFeatures method) (HPFilter method) (HurstExponentTransformer method) (Id method) (IgnoreX method) (Imputer method) (IndexSubset method) (IntervalSegmenter method) (InvertAugmenter method) (InvertTransform method) (IxToX method) (KalmanFilterTransformerFP method) (KalmanFilterTransformerPK method) (KalmanFilterTransformerSIMD method) (KinematicFeatures method) (Lag method) (Logger method) (LogTransformer method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (MAPAForecaster method) (MatrixProfile method) (MatrixProfileTransformer method) (Merger method) (MiddleOutReconciler method) (MiniRocket method) (MiniRocketMultivariate method) (MiniRocketMultivariateVariable method) (MOIRAIForecaster method) (MomentFMForecaster method) (MovingBlockBootstrapTransformer method) (MovingWindow method) (MSTL method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MultiplexTransformer method) (MultiRocket method) (MultiRocketMultivariate method) (MVCAPA method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (NNLSEnsemble method) (NonNegativeOptimalReconciler method) (NormalHedgeEnsemble method) (OnlineEnsembleForecaster method) (OptimalReconciler method) (OptionalPassthrough method) (PAA method) (PAAlegacy method) (PaddingTransformer method) (PandasTransformAdaptor method) (ParamFitterPipeline method) (PartialAutoCorrelationTransformer method) (PCATransformer method) (PeakTimeFeature method) (PELT method) (Permute method) (PlateauFinder method) (PluginParamsForecaster method) (PluginParamsTransformer method) (PoissonHMM method) (PolynomialTrendForecaster method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (PyKANForecaster method) (PyODDetector method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RandomIntervalFeatureExtractor method) (RandomIntervals method) (RandomIntervalSegmenter method) (RandomSamplesAugmenter method) (RandomShapeletTransform method) (RBFForecaster method) (RBFTransformer method) (Reconciler method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (ReducerTransform method) (RepeatBootstrapTransformer method) (ReverseAugmenter method) (Rocket method) (RocketPyts method) (SARIMAX method) (SAX method) (SAXlegacy method) (ScaledAsinhTransformer method) (ScaledLogitTransformer method) (SCINetForecaster method) (SeasonalDummiesOneHot method) (SeasonalityACF method) (SeasonalityACFqstat method) (SeasonalityPeriodogram method) (SeededBinarySegmentation method) (SFA method) (SFAFast method) (ShapeletTransform method) (ShapeletTransformPyts method) (SignatureMoments method) (SignatureTransformer method) (SkforecastAutoreg method) (SkforecastRecursive method) (SlidingWindowSegmenter method) (SlopeTransformer method) (SplineTrendForecaster method) (SplitterBootstrapTransformer method) (SplitterSummarizer method) (SqrtTransformer method) (SquaringResiduals method) (StackingForecaster method) (StationarityADF method) (StationarityADFArch method) (StationarityDFGLS method) (StationarityKPSS method) (StationarityKPSSArch method) (StationarityPhillipsPerron method) (StationarityVarianceRatio method) (StationarityZivotAndrews method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (StatThresholdAnomaliser method) (STLBootstrapTransformer method) (STLForecaster method) (STLTransformer method) (STRAY method) (SubLOF method) (SubsequenceExtractionTransformer method) (SummaryTransformer method) (SupervisedIntervals method) (Tabularizer method) (TabularToSeriesAdaptor method) (TBATS method) (TemporianTransformer method) (ThetaForecaster method) (ThetaLinesTransformer method) (ThetaModularForecaster method) (ThresholdDetector method) (TimeBinAggregate method) (TimeBinner method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimesFMForecaster method) (TimeSince method) (TinyTimeMixerForecaster method) (TopdownReconciler method) (TransformByLevel method) (TransformedTargetForecaster method) (TransformerPipeline method) (TransformIf method) (TransformSelectForecaster method) (TrendForecaster method) (TruncationTransformer method) (TSBootstrapAdapter method) (TSFreshFeatureExtractor method) (TSFreshRelevantFeatureExtractor method) (TSInterpolator method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (VmdTransformer method) (WhiteNoiseAugmenter method) (WindowSegmenter method) (WindowSummarizer method) (YtoX method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) update_predict() (ARCH method) (ARDL method) (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingForecaster method) (BaseEarlyClassifier method) (BaseForecaster method) (BATS method) (BinarySegmentation method) (BoxCoxBiasAdjustedForecaster method) (CAPA method) (ChronosForecaster method) (CINNForecaster method) (CircularBinarySegmentation method) (ClaSPSegmentation method) (ClusterSegmenter method) (ColumnEnsembleForecaster method) (ConformalIntervals method) (Croston method) (CurveFitForecaster method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DetectorPipeline method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DontUpdate method) (DummyRegularAnomalies method) (DummyRegularChangePoints method) (DynamicFactor method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExponentialSmoothing method) (FallbackForecaster method) (FhPlexForecaster method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (GaussianHMM method) (GMMHMM method) (GreedyGaussianSegmentation method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalProphet method) (HierarchyEnsembleForecaster method) (HMM method) (IgnoreX method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (MAPAForecaster method) (MOIRAIForecaster method) (MomentFMForecaster method) (MovingWindow method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (MVCAPA method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (OnlineEnsembleForecaster method) (PELT method) (Permute method) (PluginParamsForecaster method) (PoissonHMM method) (PolynomialTrendForecaster method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (PyKANForecaster method) (PyODDetector method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RBFForecaster method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (SARIMAX method) (SCINetForecaster method) (SeededBinarySegmentation method) (SkforecastAutoreg method) (SkforecastRecursive method) (SplineTrendForecaster method) (SquaringResiduals method) (StackingForecaster method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (StatThresholdAnomaliser method) (STLForecaster method) (SubLOF method) (TBATS method) (TEASER method) (ThetaForecaster method) (ThetaModularForecaster method) (ThresholdDetector method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimesFMForecaster method) (TinyTimeMixerForecaster method) (TransformedTargetForecaster method) (TransformSelectForecaster method) (TrendForecaster method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) (WindowSegmenter method) (ZeroAnomalies method) (ZeroChangePoints method) (ZeroSegments method) update_predict_proba() (BaseEarlyClassifier method) (TEASER method) update_predict_single() (ARCH method) (ARDL method) (ARIMA method) (AutoARIMA method) (AutoEnsembleForecaster method) (AutoETS method) (AutoREG method) (AutoTS method) (BaggingForecaster method) (BaseForecaster method) (BATS method) (BoxCoxBiasAdjustedForecaster method) (ChronosForecaster method) (CINNForecaster method) (ColumnEnsembleForecaster method) (ConformalIntervals method) (Croston method) (CurveFitForecaster method) (DartsLinearRegressionModel method) (DartsRegressionModel method) (DartsXGBModel method) (DirectReductionForecaster method) (DirectTabularRegressionForecaster method) (DirectTimeSeriesRegressionForecaster method) (DirRecTabularRegressionForecaster method) (DirRecTimeSeriesRegressionForecaster method) (DontUpdate method) (DynamicFactor method) (EnbPIForecaster method) (EnsembleForecaster method) (ESRNNForecaster method) (ExponentialSmoothing method) (FallbackForecaster method) (FhPlexForecaster method) (ForecastByLevel method) (ForecastingGridSearchCV method) (ForecastingOptunaSearchCV method) (ForecastingPipeline method) (ForecastingRandomizedSearchCV method) (ForecastingSkoptSearchCV method) (ForecastKnownValues method) (ForecastX method) (GreykiteForecaster method) (GroupbyCategoryForecaster method) (HCrystalBallAdapter method) (HFTransformersForecaster method) (HierarchicalProphet method) (HierarchyEnsembleForecaster method) (IgnoreX method) (LTSFDLinearForecaster method) (LTSFLinearForecaster method) (LTSFNLinearForecaster method) (LTSFTransformerForecaster method) (MAPAForecaster method) (MOIRAIForecaster method) (MomentFMForecaster method) (MultioutputTabularRegressionForecaster method) (MultioutputTimeSeriesRegressionForecaster method) (MultiplexForecaster method) (NaiveForecaster method) (NaiveVariance method) (NeuralForecastDilatedRNN method) (NeuralForecastGRU method) (NeuralForecastLSTM method) (NeuralForecastRNN method) (NeuralForecastTCN method) (OnlineEnsembleForecaster method) (Permute method) (PluginParamsForecaster method) (PolynomialTrendForecaster method) (Prophet method) (ProphetPiecewiseLinearTrendForecaster method) (Prophetverse method) (PyKANForecaster method) (PytorchForecastingDeepAR method) (PytorchForecastingNBeats method) (PytorchForecastingNHiTS method) (PytorchForecastingTFT method) (RBFForecaster method) (ReconcilerForecaster method) (RecursiveReductionForecaster method) (RecursiveTabularRegressionForecaster method) (RecursiveTimeSeriesRegressionForecaster method) (SARIMAX method) (SCINetForecaster method) (SkforecastAutoreg method) (SkforecastRecursive method) (SplineTrendForecaster method) (SquaringResiduals method) (StackingForecaster method) (StatsForecastADIDA method) (StatsForecastARCH method) (StatsForecastAutoARIMA method) (StatsForecastAutoCES method) (StatsForecastAutoETS method) (StatsForecastAutoTBATS method) (StatsForecastAutoTheta method) (StatsForecastGARCH method) (StatsForecastMSTL method) (StatsModelsARIMA method) (STLForecaster method) (TBATS method) (ThetaForecaster method) (ThetaModularForecaster method) (TimeLLMForecaster method) (TimeMoEForecaster method) (TimesFMForecaster method) (TinyTimeMixerForecaster method) (TransformedTargetForecaster method) (TransformSelectForecaster method) (TrendForecaster method) (UnobservedComponents method) (UpdateEvery method) (UpdateRefitsEvery method) (VAR method) (VARMAX method) (VARReduce method) (VECM method) UpdateEvery (class in sktime.forecasting.stream) UpdateRefitsEvery (class in sktime.forecasting.stream) USChange (class in sktime.datasets.forecasting.uschange) V VAR (class in sktime.forecasting.var) Variable VARMAX (class in sktime.forecasting.varmax) VARReduce (class in sktime.forecasting.var_reduce) VECM (class in sktime.forecasting.vecm) visual_block_kind() (in module sktime.registry._tags) VmdTransformer (class in sktime.transformations.series.vmd) W wddtw_distance() (in module sktime.distances) wdtw_distance() (in module sktime.distances) WEASEL (class in sktime.classification.dictionary_based) WeightedEnsembleClassifier (class in sktime.classification.ensemble) WhiteNoiseAugmenter (class in sktime.transformations.series.augmenter) wilcoxon_test() (Evaluator method) WindowedF1Score() (in module sktime.performance_metrics.detection) WindowSegmenter (class in sktime.detection.wclust) WindowSummarizer (class in sktime.transformations.series.summarize) with_traceback() (FitFailedWarning method) (NotEvaluatedError method) (NotFittedError method) word_list() (SFA method) word_list_typed() (SFA method) write_dataframe_to_tsfile() (in module sktime.datasets) write_ndarray_to_tsfile() (in module sktime.datasets) write_panel_to_tsfile() (in module sktime.datasets) write_results_to_uea_format() (in module sktime.datasets) write_tabular_transformation_to_arff() (in module sktime.datasets) X x_inner_mtype() (in module sktime.registry._tags) Y y_inner_mtype() (in module sktime.registry._tags) YfromX() (in module sktime.forecasting.compose) YtoX (class in sktime.transformations.compose) Z ZeroAnomalies (class in sktime.detection.dummy) ZeroChangePoints (class in sktime.detection.dummy) ZeroSegments (class in sktime.detection.dummy) zscore() (ShapeletTransform static method)
