Index _ | A | B | C | D | E | F | G | H | I | L | M | N | O | P | Q | R | S | T | U | V | W | Y _ __call__() (AbstractRunner method) (Coverage method) (Distance method) (DTWDistance method) (EuclideanDistance method) (LocalRunner method) (MAE method) (MAPE method) (MaxDeviation method) (MedAE method) (Metric method) (ModelRelevanceTable method) (MSE method) (MSLE method) (ParallelLocalRunner method) (R2 method) (RelevanceTable method) (RMSE method) (Sign method) (SMAPE method) (StatisticsRelevanceTable method) (WAPE method) (Width method) _Logger (class in etna.loggers) A AbstractRunner (class in etna.auto.runner) acf_plot() (in module etna.analysis) add (BinaryOperator attribute) add() (_Logger method) add_columns_from_pandas() (TSDataset method) add_prediction_intervals() (TSDataset method) add_target_components() (TSDataset method) AddConstTransform (class in etna.transforms) aggregate() (BaseReconciliator method) (BottomUpReconciliator method) (TopDownReconciliator method) AggregationMode (class in etna.analysis) Aligned time series analyze_predictability() (PredictabilityAnalyzer method) apply_alignment() (in module etna.datasets) assemble_pipelines() (in module etna.pipeline) Auto (class in etna.auto) AutoARIMAModel (class in etna.models) AutoRegressivePipeline (class in etna.pipeline) average (ClusteringLinkageMode attribute) B backtest() (AutoRegressivePipeline method) (BasePipeline method) (BasePredictionIntervals method) (ConformalPredictionIntervals method) (DirectEnsemble method) (EmpiricalPredictionIntervals method) (HierarchicalPipeline method) (NaiveVariancePredictionIntervals method) (Pipeline method) (StackingEnsemble method) (VotingEnsemble method) Backtesting BaseDistribution (class in etna.distributions) BaseMixin (class in etna.core) BasePipeline (class in etna.pipeline) BasePredictionIntervals (class in etna.experimental.prediction_intervals) BaseReconciliator (class in etna.reconciliation) BATSModel (class in etna.models) BinaryOperationTransform (class in etna.transforms) BinaryOperator (class in etna.transforms) BottomUpReconciliator (class in etna.reconciliation) box (MetricPlotType attribute) BoxCoxTransform (class in etna.transforms) build_clustering_algo() (DTWClustering method) (EuclideanClustering method) (HierarchicalClustering method) build_distance_matrix() (DTWClustering method) (EuclideanClustering method) (HierarchicalClustering method) C CatBoostMultiSegmentModel (class in etna.models) CatBoostPerSegmentModel (class in etna.models) CategoricalDistribution (class in etna.distributions) Change-point ChangePointsLevelTransform (class in etna.transforms) ChangePointsSegmentationTransform (class in etna.transforms) ChangePointsTrendTransform (class in etna.transforms) Classification Clustering (class in etna.clustering) ClusteringLinkageMode (class in etna.clustering) columns (TSDataset property) complete (ClusteringLinkageMode attribute) CompositeSSM (class in etna.models.nn.deepstate) compute_metrics() (in module etna.metrics) ConformalPredictionIntervals (class in etna.experimental.prediction_intervals) ConsoleLogger (class in etna.loggers) context_size (AutoARIMAModel property) (BATSModel property) (CatBoostMultiSegmentModel property) (CatBoostPerSegmentModel property) (DeadlineMovingAverageModel property) (DeepARModel property) (DeepARNativeModel property) (DeepStateModel property) (ElasticMultiSegmentModel property) (ElasticPerSegmentModel property) (HoltModel property) (HoltWintersModel property) (LinearMultiSegmentModel property) (LinearPerSegmentModel property) (MLPModel property) (MovingAverageModel property) (NaiveModel property) (NBeatsGenericModel property) (NBeatsInterpretableModel property) (NonPredictionIntervalContextIgnorantAbstractModel property) (NonPredictionIntervalContextRequiredAbstractModel property) (PatchTSModel property) (PredictionIntervalContextIgnorantAbstractModel property) (PredictionIntervalContextRequiredAbstractModel property) (ProphetModel property) (RNNModel property) (SARIMAXModel property) (SeasonalMovingAverageModel property) (SimpleExpSmoothingModel property) (SklearnMultiSegmentModel property) (SklearnPerSegmentModel property) (StatsForecastARIMAModel property) (StatsForecastAutoARIMAModel property) (StatsForecastAutoCESModel property) (StatsForecastAutoETSModel property) (StatsForecastAutoThetaModel property) (TBATSModel property) (TFTModel property) (TFTNativeModel property) Coverage (class in etna.metrics) create_from_misaligned() (TSDataset class method) create_inference_dataset() (PytorchForecastingDatasetBuilder method) create_train_dataset() (PytorchForecastingDatasetBuilder method) cross_corr_plot() (in module etna.analysis) D DataFrameFormat (class in etna.datasets) Dataset Date flags DateFlagsTransform (class in etna.transforms) day (SeasonalPlotCycle attribute) DaylySeasonalitySSM (class in etna.models.nn.deepstate) DeadlineMovingAverageModel (class in etna.models) DeepARModel (class in etna.models.nn) DeepARNativeModel (class in etna.models.nn) DeepStateModel (class in etna.models.nn) default (Pool attribute) DensityOutliersTransform (class in etna.transforms) describe() (TSDataset method) DeseasonalityTransform (class in etna.transforms) detect_outliers() (DensityOutliersTransform method) (IForestOutlierTransform method) (IQROutlierTransform method) (MADOutlierTransform method) (MedianOutliersTransform method) (PredictionIntervalOutliersTransform method) determine() (DataFrameFormat class method) Differencing DifferencingTransform (class in etna.transforms) DirectEnsemble (class in etna.ensembles) disable() (_Logger method) Distance (class in etna.clustering) DistanceMatrix (class in etna.clustering) distribution_plot() (in module etna.analysis) div (BinaryOperator attribute) download_model() (PredictabilityAnalyzer static method) drop_features() (TSDataset method) drop_prediction_intervals() (TSDataset method) drop_target_components() (TSDataset method) DTWClustering (class in etna.clustering) DTWDistance (class in etna.clustering) dump() (PredictabilityAnalyzer method) (TimeSeriesBinaryClassifier method) (TSFreshFeatureExtractor method) (WEASELFeatureExtractor method) duplicate_data() (in module etna.datasets) E ElasticMultiSegmentModel (class in etna.models) ElasticPerSegmentModel (class in etna.models) EmbeddingSegmentTransform (class in etna.transforms) EmbeddingWindowTransform (class in etna.transforms) emission_coeff() (CompositeSSM method) (DaylySeasonalitySSM method) (LevelSSM method) (LevelTrendSSM method) (SeasonalitySSM method) (YearlySeasonalitySSM method) EmpiricalPredictionIntervals (class in etna.experimental.prediction_intervals) encode_segment() (TS2VecEmbeddingModel method) (TSTCCEmbeddingModel method) encode_window() (TS2VecEmbeddingModel method) (TSTCCEmbeddingModel method) Endogenous data eq (BinaryOperator attribute) etna.analysis module etna.auto module etna.clustering module etna.commands module etna.core module etna.datasets module etna.distributions module etna.ensembles module etna.loggers module etna.metrics module etna.models module etna.pipeline module etna.reconciliation module etna.settings module etna.transforms module EuclideanClustering (class in etna.clustering) EuclideanDistance (class in etna.clustering) EventTransform (class in etna.transforms) Exogenous data ExogShiftTransform (class in etna.transforms) experiment (WandbLogger property) F features (TSDataset property) FilterFeaturesTransform (class in etna.transforms) find_change_points() (in module etna.analysis) finish_experiment() (_Logger method) (ConsoleLogger method) (LocalFileLogger method) (S3FileLogger method) (WandbLogger method) first (SeasonalPlotAlignment attribute) fit() (AddConstTransform method) (Auto method) (AutoARIMAModel method) (AutoRegressivePipeline method) (BasePipeline method) (BasePredictionIntervals method) (BaseReconciliator method) (BATSModel method) (BinaryOperationTransform method) (BottomUpReconciliator method) (BoxCoxTransform method) (CatBoostMultiSegmentModel method) (CatBoostPerSegmentModel method) (ChangePointsLevelTransform method) (ChangePointsSegmentationTransform method) (ChangePointsTrendTransform method) (ConformalPredictionIntervals method) (DateFlagsTransform method) (DeadlineMovingAverageModel method) (DeepARModel method) (DeepARNativeModel method) (DeepStateModel method) (DensityOutliersTransform method) (DeseasonalityTransform method) (DifferencingTransform method) (DirectEnsemble method) (DistanceMatrix method) (ElasticMultiSegmentModel method) (ElasticPerSegmentModel method) (EmbeddingSegmentTransform method) (EmbeddingWindowTransform method) (EmpiricalPredictionIntervals method) (EventTransform method) (ExogShiftTransform method) (FilterFeaturesTransform method) (FourierDecomposeTransform method) (FourierTransform method) (GaleShapleyFeatureSelectionTransform method) (HierarchicalPipeline method) (HolidayTransform method) (HoltModel method) (HoltWintersModel method) (IForestOutlierTransform method) (IQROutlierTransform method) (IrreversiblePerSegmentWrapper method) (IrreversibleTransform method) (LabelEncoderTransform method) (LagTransform method) (LambdaTransform method) (LimitTransform method) (LinearMultiSegmentModel method) (LinearPerSegmentModel method) (LinearTrendTransform method) (LogTransform method) (MADOutlierTransform method) (MADTransform method) (MaxAbsScalerTransform method) (MaxTransform method) (MeanEncoderTransform method) (MeanPerIntervalModel method) (MeanSegmentEncoderTransform method) (MeanTransform method) (MedianOutliersTransform method) (MedianPerIntervalModel method) (MedianTransform method) (MinMaxDifferenceTransform method) (MinMaxScalerTransform method) (MinTransform method) (MLPModel method) (ModelDecomposeTransform method) (MovingAverageModel method) (MRMRFeatureSelectionTransform method) (NaiveModel method) (NaiveVariancePredictionIntervals method) (NBeatsGenericModel method) (NBeatsInterpretableModel method) (NonPredictionIntervalContextIgnorantAbstractModel method) (NonPredictionIntervalContextRequiredAbstractModel method) (OneHotEncoderTransform method) (OneSegmentTransform method) (PatchTSModel method) (Pipeline method) (PredictabilityAnalyzer method) (PredictionIntervalContextIgnorantAbstractModel method) (PredictionIntervalContextRequiredAbstractModel method) (PredictionIntervalOutliersTransform method) (ProphetModel method) (QuantileTransform method) (ResampleWithDistributionTransform method) (ReversiblePerSegmentWrapper method) (ReversibleTransform method) (RNNModel method) (RobustScalerTransform method) (SARIMAXModel method) (SeasonalMovingAverageModel method) (SegmentEncoderTransform method) (SimpleExpSmoothingModel method) (SklearnMultiSegmentModel method) (SklearnPerSegmentModel method) (SklearnPreprocessingPerIntervalModel method) (SklearnRegressionPerIntervalModel method) (SpecialDaysTransform method) (StackingEnsemble method) (StandardScalerTransform method) (StatisticsPerIntervalModel method) (StatsForecastARIMAModel method) (StatsForecastAutoARIMAModel method) (StatsForecastAutoCESModel method) (StatsForecastAutoETSModel method) (StatsForecastAutoThetaModel method) (StdTransform method) (STLTransform method) (SumTransform method) (TBATSModel method) (TFTModel method) (TFTNativeModel method) (TheilSenTrendTransform method) (TimeFlagsTransform method) (TimeSeriesBinaryClassifier method) (TimeSeriesImputerTransform method) (TopDownReconciliator method) (TreeFeatureSelectionTransform method) (TrendTransform method) (TS2VecEmbeddingModel method) (TSFreshFeatureExtractor method) (TSTCCEmbeddingModel method) (Tune method) (VotingEnsemble method) (WEASELFeatureExtractor method) (YeoJohnsonTransform method) fit_predict() (Clustering method) (DistanceMatrix method) (DTWClustering method) (EuclideanClustering method) (HierarchicalClustering method) fit_transform() (AddConstTransform method) (BinaryOperationTransform method) (BoxCoxTransform method) (ChangePointsLevelTransform method) (ChangePointsSegmentationTransform method) (ChangePointsTrendTransform method) (DateFlagsTransform method) (DensityOutliersTransform method) (DeseasonalityTransform method) (DifferencingTransform method) (EmbeddingSegmentTransform method) (EmbeddingWindowTransform method) (EventTransform method) (ExogShiftTransform method) (FilterFeaturesTransform method) (FourierDecomposeTransform method) (FourierTransform method) (GaleShapleyFeatureSelectionTransform method) (HolidayTransform method) (IForestOutlierTransform method) (IQROutlierTransform method) (IrreversiblePerSegmentWrapper method) (IrreversibleTransform method) (LabelEncoderTransform method) (LagTransform method) (LambdaTransform method) (LimitTransform method) (LinearTrendTransform method) (LogTransform method) (MADOutlierTransform method) (MADTransform method) (MaxAbsScalerTransform method) (MaxTransform method) (MeanEncoderTransform method) (MeanSegmentEncoderTransform method) (MeanTransform method) (MedianOutliersTransform method) (MedianTransform method) (MinMaxDifferenceTransform method) (MinMaxScalerTransform method) (MinTransform method) (ModelDecomposeTransform method) (MRMRFeatureSelectionTransform method) (OneHotEncoderTransform method) (OneSegmentTransform method) (PredictionIntervalOutliersTransform method) (QuantileTransform method) (ResampleWithDistributionTransform method) (ReversiblePerSegmentWrapper method) (ReversibleTransform method) (RobustScalerTransform method) (SegmentEncoderTransform method) (SpecialDaysTransform method) (StandardScalerTransform method) (StdTransform method) (STLTransform method) (SumTransform method) (TheilSenTrendTransform method) (TimeFlagsTransform method) (TimeSeriesImputerTransform method) (TreeFeatureSelectionTransform method) (TrendTransform method) (TSDataset method) (TSFreshFeatureExtractor method) (WEASELFeatureExtractor method) (YeoJohnsonTransform method) FloatDistribution (class in etna.distributions) floordiv (BinaryOperator attribute) FoldMask (class in etna.pipeline) Forecast confidence intervals Forecast prediction components Forecast prediction intervals forecast() (AutoARIMAModel method) (AutoRegressivePipeline method) (BasePipeline method) (BasePredictionIntervals method) (BATSModel method) (CatBoostMultiSegmentModel method) (CatBoostPerSegmentModel method) (ConformalPredictionIntervals method) (DeadlineMovingAverageModel method) (DeepARModel method) (DeepARNativeModel method) (DeepStateModel method) (DirectEnsemble method) (ElasticMultiSegmentModel method) (ElasticPerSegmentModel method) (EmpiricalPredictionIntervals method) (HierarchicalPipeline method) (HoltModel method) (HoltWintersModel method) (LinearMultiSegmentModel method) (LinearPerSegmentModel method) (MLPModel method) (MovingAverageModel method) (NaiveModel method) (NaiveVariancePredictionIntervals method) (NBeatsGenericModel method) (NBeatsInterpretableModel method) (NonPredictionIntervalContextIgnorantAbstractModel method) (NonPredictionIntervalContextRequiredAbstractModel method) (PatchTSModel method) (Pipeline method) (PredictionIntervalContextIgnorantAbstractModel method) (PredictionIntervalContextRequiredAbstractModel method) (ProphetModel method) (RNNModel method) (SARIMAXModel method) (SeasonalMovingAverageModel method) (SimpleExpSmoothingModel method) (SklearnMultiSegmentModel method) (SklearnPerSegmentModel method) (StackingEnsemble method) (StatsForecastARIMAModel method) (StatsForecastAutoARIMAModel method) (StatsForecastAutoCESModel method) (StatsForecastAutoETSModel method) (StatsForecastAutoThetaModel method) (TBATSModel method) (TFTModel method) (TFTNativeModel method) (VotingEnsemble method) Forecasting Forecasting context Forecasting horizon Forecasting strategy Fourier terms FourierDecomposeTransform (class in etna.transforms) FourierTransform (class in etna.transforms) freeze() (TS2VecEmbeddingModel method) (TSTCCEmbeddingModel method) G GaleShapleyFeatureSelectionTransform (class in etna.transforms) ge (BinaryOperator attribute) generate_ar_df() (in module etna.datasets) generate_const_df() (in module etna.datasets) generate_datetime_index() (CompositeSSM method) (DaylySeasonalitySSM method) (LevelSSM method) (LevelTrendSSM method) (SeasonalitySSM method) (YearlySeasonalitySSM method) generate_from_patterns_df() (in module etna.datasets) generate_hierarchical_df() (in module etna.datasets) generate_periodic_df() (in module etna.datasets) get_anomalies_density() (in module etna.analysis) get_anomalies_hist() (in module etna.analysis) get_anomalies_iqr() (in module etna.analysis) get_anomalies_isolation_forest() (in module etna.analysis) get_anomalies_mad() (in module etna.analysis) get_anomalies_median() (in module etna.analysis) get_anomalies_prediction_interval() (in module etna.analysis) get_available_models() (PredictabilityAnalyzer static method) get_average() (Distance method) (DTWDistance method) (EuclideanDistance method) get_centroids() (Clustering method) (DTWClustering method) (EuclideanClustering method) (HierarchicalClustering method) get_change_points() (RupturesChangePointsModel method) get_change_points_intervals() (RupturesChangePointsModel method) get_correlation_matrix() (in module etna.analysis) get_function() (MetricPlotType method) (PerFoldAggregation method) (SeasonalPlotAggregation method) get_historical_forecasts() (AutoRegressivePipeline method) (BasePipeline method) (BasePredictionIntervals method) (ConformalPredictionIntervals method) (DirectEnsemble method) (EmpiricalPredictionIntervals method) (HierarchicalPipeline method) (NaiveVariancePredictionIntervals method) (Pipeline method) (StackingEnsemble method) (VotingEnsemble method) get_level_dataset() (TSDataset method) get_level_depth() (HierarchicalStructure method) get_level_segments() (HierarchicalStructure method) get_model() (AutoARIMAModel method) (BATSModel method) (CatBoostMultiSegmentModel method) (CatBoostPerSegmentModel method) (DeadlineMovingAverageModel method) (DeepARModel method) (DeepARNativeModel method) (DeepStateModel method) (ElasticMultiSegmentModel method) (ElasticPerSegmentModel method) (HoltModel method) (HoltWintersModel method) (LinearMultiSegmentModel method) (LinearPerSegmentModel method) (MLPModel method) (MovingAverageModel method) (NaiveModel method) (NBeatsGenericModel method) (NBeatsInterpretableModel method) (NonPredictionIntervalContextIgnorantAbstractModel method) (NonPredictionIntervalContextRequiredAbstractModel method) (PatchTSModel method) (PredictionIntervalContextIgnorantAbstractModel method) (PredictionIntervalContextRequiredAbstractModel method) (ProphetModel method) (RNNModel method) (SARIMAXModel method) (SeasonalMovingAverageModel method) (SimpleExpSmoothingModel method) (SklearnMultiSegmentModel method) (SklearnPerSegmentModel method) (StatsForecastARIMAModel method) (StatsForecastAutoARIMAModel method) (StatsForecastAutoCESModel method) (StatsForecastAutoETSModel method) (StatsForecastAutoThetaModel method) (TBATSModel method) (TFTModel method) (TFTNativeModel method) get_model_relevance_table() (in module etna.analysis) get_prediction_intervals() (TSDataset method) get_regressors_info() (AddConstTransform method) (BinaryOperationTransform method) (BoxCoxTransform method) (ChangePointsLevelTransform method) (ChangePointsSegmentationTransform method) (ChangePointsTrendTransform method) (DateFlagsTransform method) (DensityOutliersTransform method) (DeseasonalityTransform method) (DifferencingTransform method) (EmbeddingSegmentTransform method) (EmbeddingWindowTransform method) (EventTransform method) (ExogShiftTransform method) (FilterFeaturesTransform method) (FourierDecomposeTransform method) (FourierTransform method) (GaleShapleyFeatureSelectionTransform method) (HolidayTransform method) (IForestOutlierTransform method) (IQROutlierTransform method) (IrreversiblePerSegmentWrapper method) (IrreversibleTransform method) (LabelEncoderTransform method) (LagTransform method) (LambdaTransform method) (LimitTransform method) (LinearTrendTransform method) (LogTransform method) (MADOutlierTransform method) (MADTransform method) (MaxAbsScalerTransform method) (MaxTransform method) (MeanEncoderTransform method) (MeanSegmentEncoderTransform method) (MeanTransform method) (MedianOutliersTransform method) (MedianTransform method) (MinMaxDifferenceTransform method) (MinMaxScalerTransform method) (MinTransform method) (ModelDecomposeTransform method) (MRMRFeatureSelectionTransform method) (OneHotEncoderTransform method) (PredictionIntervalOutliersTransform method) (QuantileTransform method) (ResampleWithDistributionTransform method) (ReversiblePerSegmentWrapper method) (ReversibleTransform method) (RobustScalerTransform method) (SegmentEncoderTransform method) (SpecialDaysTransform method) (StandardScalerTransform method) (StdTransform method) (STLTransform method) (SumTransform method) (TheilSenTrendTransform method) (TimeFlagsTransform method) (TimeSeriesImputerTransform method) (TreeFeatureSelectionTransform method) (TrendTransform method) (YeoJohnsonTransform method) get_residuals() (in module etna.analysis) get_ruptures_regularization() (in module etna.experimental.change_points) get_segment_level() (HierarchicalStructure method) get_series_from_dataset() (PredictabilityAnalyzer static method) get_statistics_relevance_table() (in module etna.analysis) get_summing_matrix() (HierarchicalStructure method) get_target_components() (TSDataset method) get_timestamp_transform() (DaylySeasonalitySSM method) (YearlySeasonalitySSM method) greater_is_better (Coverage property) (MAE property) (MAPE property) (MaxDeviation property) (MedAE property) (Metric property) (MSE property) (MSLE property) (R2 property) (RMSE property) (Sign property) (SMAPE property) (WAPE property) (Width property) gt (BinaryOperator attribute) H has_hierarchy() (TSDataset method) head() (TSDataset method) Hierarchical time series HierarchicalClustering (class in etna.clustering) HierarchicalPipeline (class in etna.pipeline) HierarchicalStructure (class in etna.datasets) hist (MetricPlotType attribute) HolidayTransform (class in etna.transforms) HoltModel (class in etna.models) HoltWintersModel (class in etna.models) hour (SeasonalPlotCycle attribute) I idx (TSDataset attribute) IForestOutlierTransform (class in etna.transforms) index (TSDataset property) infer_alignment() (in module etna.datasets) info() (TSDataset method) innovation_coeff() (CompositeSSM method) (DaylySeasonalitySSM method) (LevelSSM method) (LevelTrendSSM method) (SeasonalitySSM method) (YearlySeasonalitySSM method) IntDistribution (class in etna.distributions) inverse() (SklearnPreprocessingPerIntervalModel method) inverse_transform() (AddConstTransform method) (BinaryOperationTransform method) (BoxCoxTransform method) (ChangePointsLevelTransform method) (ChangePointsSegmentationTransform method) (ChangePointsTrendTransform method) (DateFlagsTransform method) (DensityOutliersTransform method) (DeseasonalityTransform method) (DifferencingTransform method) (EmbeddingSegmentTransform method) (EmbeddingWindowTransform method) (EventTransform method) (ExogShiftTransform method) (FilterFeaturesTransform method) (FourierDecomposeTransform method) (FourierTransform method) (GaleShapleyFeatureSelectionTransform method) (HolidayTransform method) (IForestOutlierTransform method) (IQROutlierTransform method) (IrreversiblePerSegmentWrapper method) (IrreversibleTransform method) (LabelEncoderTransform method) (LagTransform method) (LambdaTransform method) (LimitTransform method) (LinearTrendTransform method) (LogTransform method) (MADOutlierTransform method) (MADTransform method) (MaxAbsScalerTransform method) (MaxTransform method) (MeanEncoderTransform method) (MeanSegmentEncoderTransform method) (MeanTransform method) (MedianOutliersTransform method) (MedianTransform method) (MinMaxDifferenceTransform method) (MinMaxScalerTransform method) (MinTransform method) (ModelDecomposeTransform method) (MRMRFeatureSelectionTransform method) (OneHotEncoderTransform method) (OneSegmentTransform method) (PredictionIntervalOutliersTransform method) (QuantileTransform method) (ResampleWithDistributionTransform method) (ReversiblePerSegmentWrapper method) (ReversibleTransform method) (RobustScalerTransform method) (SegmentEncoderTransform method) (SpecialDaysTransform method) (StandardScalerTransform method) (StdTransform method) (STLTransform method) (SumTransform method) (TheilSenTrendTransform method) (TimeFlagsTransform method) (TimeSeriesImputerTransform method) (TreeFeatureSelectionTransform method) (TrendTransform method) (TSDataset method) (YeoJohnsonTransform method) IQROutlierTransform (class in etna.transforms) Irregular timestamps IrreversiblePerSegmentWrapper (class in etna.transforms) IrreversibleTransform (class in etna.transforms) is_freezed (TS2VecEmbeddingModel property) (TSTCCEmbeddingModel property) isnull() (TSDataset method) L LabelEncoderTransform (class in etna.transforms) Lags LagTransform (class in etna.transforms) LambdaTransform (class in etna.transforms) last (SeasonalPlotAlignment attribute) latent_dim() (CompositeSSM method) (DaylySeasonalitySSM method) (LevelSSM method) (LevelTrendSSM method) (SeasonalitySSM method) (YearlySeasonalitySSM method) le (BinaryOperator attribute) level_names() (TSDataset method) LevelSSM (class in etna.models.nn.deepstate) LevelTrendSSM (class in etna.models.nn.deepstate) LimitTransform (class in etna.transforms) LinearMultiSegmentModel (class in etna.models) LinearPerSegmentModel (class in etna.models) LinearTrendTransform (class in etna.transforms) list_models() (TS2VecEmbeddingModel static method) (TSTCCEmbeddingModel static method) load() (AddConstTransform class method) (AutoARIMAModel class method) (AutoRegressivePipeline class method) (BasePipeline class method) (BasePredictionIntervals class method) (BATSModel class method) (BinaryOperationTransform class method) (BoxCoxTransform class method) (CatBoostMultiSegmentModel class method) (CatBoostPerSegmentModel class method) (ChangePointsLevelTransform class method) (ChangePointsSegmentationTransform class method) (ChangePointsTrendTransform class method) (ConformalPredictionIntervals class method) (DateFlagsTransform class method) (DeadlineMovingAverageModel class method) (DeepARModel class method) (DeepARNativeModel class method) (DeepStateModel class method) (DensityOutliersTransform class method) (DeseasonalityTransform class method) (DifferencingTransform class method) (DirectEnsemble class method) (ElasticMultiSegmentModel class method) (ElasticPerSegmentModel class method) (EmbeddingSegmentTransform class method) (EmbeddingWindowTransform class method) (EmpiricalPredictionIntervals class method) (EventTransform class method) (ExogShiftTransform class method) (FilterFeaturesTransform class method) (FourierDecomposeTransform class method) (FourierTransform class method) (GaleShapleyFeatureSelectionTransform class method) (HierarchicalPipeline class method) (HolidayTransform class method) (HoltModel class method) (HoltWintersModel class method) (IForestOutlierTransform class method) (in module etna.core) (IQROutlierTransform class method) (IrreversiblePerSegmentWrapper class method) (IrreversibleTransform class method) (LabelEncoderTransform class method) (LagTransform class method) (LambdaTransform class method) (LimitTransform class method) (LinearMultiSegmentModel class method) (LinearPerSegmentModel class method) (LinearTrendTransform class method) (LogTransform class method) (MADOutlierTransform class method) (MADTransform class method) (MaxAbsScalerTransform class method) (MaxTransform class method) (MeanEncoderTransform class method) (MeanSegmentEncoderTransform class method) (MeanTransform class method) (MedianOutliersTransform class method) (MedianTransform class method) (MinMaxDifferenceTransform class method) (MinMaxScalerTransform class method) (MinTransform class method) (MLPModel class method) (ModelDecomposeTransform class method) (MovingAverageModel class method) (MRMRFeatureSelectionTransform class method) (NaiveModel class method) (NaiveVariancePredictionIntervals class method) (NBeatsGenericModel class method) (NBeatsInterpretableModel class method) (NonPredictionIntervalContextIgnorantAbstractModel class method) (NonPredictionIntervalContextRequiredAbstractModel class method) (OneHotEncoderTransform class method) (PatchTSModel class method) (Pipeline class method) (PredictabilityAnalyzer static method) (PredictionIntervalContextIgnorantAbstractModel class method) (PredictionIntervalContextRequiredAbstractModel class method) (PredictionIntervalOutliersTransform class method) (ProphetModel class method) (QuantileTransform class method) (ResampleWithDistributionTransform class method) (ReversiblePerSegmentWrapper class method) (ReversibleTransform class method) (RNNModel class method) (RobustScalerTransform class method) (SARIMAXModel class method) (SeasonalMovingAverageModel class method) (SegmentEncoderTransform class method) (SimpleExpSmoothingModel class method) (SklearnMultiSegmentModel class method) (SklearnPerSegmentModel class method) (SpecialDaysTransform class method) (StackingEnsemble class method) (StandardScalerTransform class method) (StatsForecastARIMAModel class method) (StatsForecastAutoARIMAModel class method) (StatsForecastAutoCESModel class method) (StatsForecastAutoETSModel class method) (StatsForecastAutoThetaModel class method) (StdTransform class method) (STLTransform class method) (SumTransform class method) (TBATSModel class method) (TFTModel class method) (TFTNativeModel class method) (TheilSenTrendTransform class method) (TimeFlagsTransform class method) (TimeSeriesBinaryClassifier static method) (TimeSeriesImputerTransform class method) (TreeFeatureSelectionTransform class method) (TrendTransform class method) (TS2VecEmbeddingModel class method) (TSFreshFeatureExtractor static method) (TSTCCEmbeddingModel class method) (VotingEnsemble class method) (WEASELFeatureExtractor static method) (YeoJohnsonTransform class method) loc (TSDataset property) LocalFileLogger (class in etna.loggers) LocalRunner (class in etna.auto.runner) log() (_Logger method) (ConsoleLogger method) (LocalFileLogger method) (S3FileLogger method) (WandbLogger method) log_backtest_metrics() (_Logger method) (ConsoleLogger method) (LocalFileLogger method) (S3FileLogger method) (WandbLogger method) log_backtest_run() (_Logger method) (ConsoleLogger method) (LocalFileLogger method) (S3FileLogger method) (WandbLogger method) LogTransform (class in etna.transforms) long (DataFrameFormat attribute) lt (BinaryOperator attribute) M macro (MetricAggregationMode attribute) MADOutlierTransform (class in etna.transforms) MADTransform (class in etna.transforms) MAE (class in etna.metrics) make_future() (TSDataset method) make_timestamp_df_from_alignment() (in module etna.datasets) MAPE (class in etna.metrics) masked_crossval_score() (PredictabilityAnalyzer method) (TimeSeriesBinaryClassifier method) max (AggregationMode attribute) MaxAbsScalerTransform (class in etna.transforms) MaxDeviation (class in etna.metrics) MaxTransform (class in etna.transforms) mean (AggregationMode attribute) (PerFoldAggregation attribute) (SeasonalPlotAggregation attribute) MeanEncoderTransform (class in etna.transforms) MeanPerIntervalModel (class in etna.transforms.decomposition) MeanSegmentEncoderTransform (class in etna.transforms) MeanTransform (class in etna.transforms) MedAE (class in etna.metrics) median (AggregationMode attribute) MedianOutliersTransform (class in etna.transforms) MedianPerIntervalModel (class in etna.transforms.decomposition) MedianTransform (class in etna.transforms) Metric (class in etna.metrics) metric_per_segment_distribution_plot() (in module etna.analysis) MetricAggregationMode (class in etna.metrics) MetricPlotType (class in etna.analysis) min (AggregationMode attribute) MinMaxDifferenceTransform (class in etna.transforms) MinMaxScalerTransform (class in etna.transforms) MinTransform (class in etna.transforms) Misaligned time series MLPModel (class in etna.models.nn) mod (BinaryOperator attribute) Model ModelDecomposeTransform (class in etna.transforms) ModelRelevanceTable (class in etna.analysis) module etna.analysis etna.auto etna.clustering etna.commands etna.core etna.datasets etna.distributions etna.ensembles etna.loggers etna.metrics etna.models etna.pipeline etna.reconciliation etna.settings etna.transforms month (SeasonalPlotCycle attribute) MovingAverageModel (class in etna.models) MRMRFeatureSelectionTransform (class in etna.transforms) MSE (class in etna.metrics) MSLE (class in etna.metrics) mul (BinaryOperator attribute) Multi-segment / Global approach Multivariate time series N NaiveModel (class in etna.models) NaiveVariancePredictionIntervals (class in etna.experimental.prediction_intervals) name (Coverage property) (MAE property) (MAPE property) (MaxDeviation property) (MedAE property) (Metric property) (MSE property) (MSLE property) (R2 property) (RMSE property) (Sign property) (SMAPE property) (WAPE property) (Width property) NBeatsGenericModel (class in etna.models.nn) NBeatsInterpretableModel (class in etna.models.nn) ne (BinaryOperator attribute) NonPredictionIntervalContextIgnorantAbstractModel (class in etna.models) NonPredictionIntervalContextRequiredAbstractModel (class in etna.models) O objective() (Auto static method) (Tune static method) OneHotEncoderTransform (class in etna.transforms) OneSegmentTransform (class in etna.transforms) original_values (DensityOutliersTransform property) (IForestOutlierTransform property) (IQROutlierTransform property) (MADOutlierTransform property) (MedianOutliersTransform property) (PredictionIntervalOutliersTransform property) outliers_timestamps (DensityOutliersTransform property) (IForestOutlierTransform property) (IQROutlierTransform property) (MADOutlierTransform property) (MedianOutliersTransform property) (PredictionIntervalOutliersTransform property) P Panel time series ParallelLocalRunner (class in etna.auto.runner) params_to_tune() (AddConstTransform method) (AutoARIMAModel method) (AutoRegressivePipeline method) (BasePipeline method) (BasePredictionIntervals method) (BATSModel method) (BinaryOperationTransform method) (BoxCoxTransform method) (CatBoostMultiSegmentModel method) (CatBoostPerSegmentModel method) (ChangePointsLevelTransform method) (ChangePointsSegmentationTransform method) (ChangePointsTrendTransform method) (ConformalPredictionIntervals method) (DateFlagsTransform method) (DeadlineMovingAverageModel method) (DeepARModel method) (DeepARNativeModel method) (DeepStateModel method) (DensityOutliersTransform method) (DeseasonalityTransform method) (DifferencingTransform method) (DirectEnsemble method) (ElasticMultiSegmentModel method) (ElasticPerSegmentModel method) (EmbeddingSegmentTransform method) (EmbeddingWindowTransform method) (EmpiricalPredictionIntervals method) (EventTransform method) (ExogShiftTransform method) (FilterFeaturesTransform method) (FourierDecomposeTransform method) (FourierTransform method) (GaleShapleyFeatureSelectionTransform method) (HierarchicalPipeline method) (HolidayTransform method) (HoltModel method) (HoltWintersModel method) (IForestOutlierTransform method) (IQROutlierTransform method) (IrreversiblePerSegmentWrapper method) (IrreversibleTransform method) (LabelEncoderTransform method) (LagTransform method) (LambdaTransform method) (LimitTransform method) (LinearMultiSegmentModel method) (LinearPerSegmentModel method) (LinearTrendTransform method) (LogTransform method) (MADOutlierTransform method) (MADTransform method) (MaxAbsScalerTransform method) (MaxTransform method) (MeanEncoderTransform method) (MeanSegmentEncoderTransform method) (MeanTransform method) (MedianOutliersTransform method) (MedianTransform method) (MinMaxDifferenceTransform method) (MinMaxScalerTransform method) (MinTransform method) (MLPModel method) (ModelDecomposeTransform method) (MovingAverageModel method) (MRMRFeatureSelectionTransform method) (NaiveModel method) (NaiveVariancePredictionIntervals method) (NBeatsGenericModel method) (NBeatsInterpretableModel method) (NonPredictionIntervalContextIgnorantAbstractModel method) (NonPredictionIntervalContextRequiredAbstractModel method) (OneHotEncoderTransform method) (PatchTSModel method) (Pipeline method) (PredictionIntervalContextIgnorantAbstractModel method) (PredictionIntervalContextRequiredAbstractModel method) (PredictionIntervalOutliersTransform method) (ProphetModel method) (QuantileTransform method) (ResampleWithDistributionTransform method) (ReversiblePerSegmentWrapper method) (ReversibleTransform method) (RNNModel method) (RobustScalerTransform method) (SARIMAXModel method) (SeasonalMovingAverageModel method) (SegmentEncoderTransform method) (SimpleExpSmoothingModel method) (SklearnMultiSegmentModel method) (SklearnPerSegmentModel method) (SpecialDaysTransform method) (StackingEnsemble method) (StandardScalerTransform method) (StatsForecastARIMAModel method) (StatsForecastAutoARIMAModel method) (StatsForecastAutoCESModel method) (StatsForecastAutoETSModel method) (StatsForecastAutoThetaModel method) (StdTransform method) (STLTransform method) (SumTransform method) (TBATSModel method) (TFTModel method) (TFTNativeModel method) (TheilSenTrendTransform method) (TimeFlagsTransform method) (TimeSeriesImputerTransform method) (TreeFeatureSelectionTransform method) (TrendTransform method) (VotingEnsemble method) (YeoJohnsonTransform method) parse() (Settings static method) PatchTSModel (class in etna.models.nn) Per-segment / Local approach per_segment (MetricAggregationMode attribute) PerFoldAggregation (class in etna.analysis) perform() (BinaryOperator method) Pipeline (class in etna.pipeline) pl_logger (ConsoleLogger property) (WandbLogger property) pl_loggers (_Logger property) plot() (TSDataset method) plot_anomalies() (in module etna.analysis) plot_anomalies_interactive() (in module etna.analysis) plot_backtest() (in module etna.analysis) plot_backtest_interactive() (in module etna.analysis) plot_change_points_interactive() (in module etna.analysis) plot_clusters() (in module etna.analysis) plot_correlation_matrix() (in module etna.analysis) plot_feature_relevance() (in module etna.analysis) plot_forecast() (in module etna.analysis) plot_forecast_decomposition() (in module etna.analysis) plot_holidays() (in module etna.analysis) plot_imputation() (in module etna.analysis) plot_metric_per_segment() (in module etna.analysis) plot_periodogram() (in module etna.analysis) plot_residuals() (in module etna.analysis) plot_time_series_with_change_points() (in module etna.analysis) plot_trend() (in module etna.analysis) Pool (class in etna.auto) pow (BinaryOperator attribute) predict() (AutoARIMAModel method) (AutoRegressivePipeline method) (BasePipeline method) (BasePredictionIntervals method) (BATSModel method) (CatBoostMultiSegmentModel method) (CatBoostPerSegmentModel method) (ConformalPredictionIntervals method) (DeadlineMovingAverageModel method) (DeepARModel method) (DeepARNativeModel method) (DeepStateModel method) (DirectEnsemble method) (DistanceMatrix method) (ElasticMultiSegmentModel method) (ElasticPerSegmentModel method) (EmpiricalPredictionIntervals method) (HierarchicalPipeline method) (HoltModel method) (HoltWintersModel method) (LinearMultiSegmentModel method) (LinearPerSegmentModel method) (MeanPerIntervalModel method) (MedianPerIntervalModel method) (MLPModel method) (MovingAverageModel method) (NaiveModel method) (NaiveVariancePredictionIntervals method) (NBeatsGenericModel method) (NBeatsInterpretableModel method) (NonPredictionIntervalContextIgnorantAbstractModel method) (NonPredictionIntervalContextRequiredAbstractModel method) (PatchTSModel method) (Pipeline method) (PredictabilityAnalyzer method) (PredictionIntervalContextIgnorantAbstractModel method) (PredictionIntervalContextRequiredAbstractModel method) (ProphetModel method) (RNNModel method) (SARIMAXModel method) (SeasonalMovingAverageModel method) (SimpleExpSmoothingModel method) (SklearnMultiSegmentModel method) (SklearnPerSegmentModel method) (SklearnPreprocessingPerIntervalModel method) (SklearnRegressionPerIntervalModel method) (StackingEnsemble method) (StatisticsPerIntervalModel method) (StatsForecastARIMAModel method) (StatsForecastAutoARIMAModel method) (StatsForecastAutoCESModel method) (StatsForecastAutoETSModel method) (StatsForecastAutoThetaModel method) (TBATSModel method) (TFTModel method) (TFTNativeModel method) (TimeSeriesBinaryClassifier method) (VotingEnsemble method) predict_proba() (PredictabilityAnalyzer method) (TimeSeriesBinaryClassifier method) PredictabilityAnalyzer (class in etna.experimental.classification) prediction_actual_scatter_plot() (in module etna.analysis) prediction_intervals_names (TSDataset property) PredictionIntervalContextIgnorantAbstractModel (class in etna.models) PredictionIntervalContextRequiredAbstractModel (class in etna.models) PredictionIntervalOutliersTransform (class in etna.transforms) ProphetModel (class in etna.models) PytorchForecastingDatasetBuilder (class in etna.models.nn) Q qq_plot() (in module etna.analysis) QuantileTransform (class in etna.transforms) quarter (SeasonalPlotCycle attribute) R R2 (class in etna.metrics) raw_fit() (DeepARNativeModel method) (DeepStateModel method) (MLPModel method) (NBeatsGenericModel method) (NBeatsInterpretableModel method) (PatchTSModel method) (RNNModel method) (TFTNativeModel method) raw_forecast() (HierarchicalPipeline method) raw_predict() (DeepARNativeModel method) (DeepStateModel method) (HierarchicalPipeline method) (MLPModel method) (NBeatsGenericModel method) (NBeatsInterpretableModel method) (PatchTSModel method) (RNNModel method) (TFTNativeModel method) reconcile() (BaseReconciliator method) (BottomUpReconciliator method) (TopDownReconciliator method) Regressor regressors (TSDataset property) Regular timestamps reinit_experiment() (WandbLogger method) RelevanceTable (class in etna.analysis) remove() (_Logger method) ResampleWithDistributionTransform (class in etna.transforms) residuals_matrices() (in module etna.experimental.prediction_intervals.utils) ReversiblePerSegmentWrapper (class in etna.transforms) ReversibleTransform (class in etna.transforms) RMSE (class in etna.metrics) RNNModel (class in etna.models.nn) RobustScalerTransform (class in etna.transforms) RupturesChangePointsModel (class in etna.transforms.decomposition) S S3FileLogger (class in etna.loggers) SARIMAXModel (class in etna.models) save() (AddConstTransform method) (AutoARIMAModel method) (AutoRegressivePipeline method) (BasePipeline method) (BasePredictionIntervals method) (BATSModel method) (BinaryOperationTransform method) (BoxCoxTransform method) (CatBoostMultiSegmentModel method) (CatBoostPerSegmentModel method) (ChangePointsLevelTransform method) (ChangePointsSegmentationTransform method) (ChangePointsTrendTransform method) (ConformalPredictionIntervals method) (DateFlagsTransform method) (DeadlineMovingAverageModel method) (DeepARModel method) (DeepARNativeModel method) (DeepStateModel method) (DensityOutliersTransform method) (DeseasonalityTransform method) (DifferencingTransform method) (DirectEnsemble method) (ElasticMultiSegmentModel method) (ElasticPerSegmentModel method) (EmbeddingSegmentTransform method) (EmbeddingWindowTransform method) (EmpiricalPredictionIntervals method) (EventTransform method) (ExogShiftTransform method) (FilterFeaturesTransform method) (FourierDecomposeTransform method) (FourierTransform method) (GaleShapleyFeatureSelectionTransform method) (HierarchicalPipeline method) (HolidayTransform method) (HoltModel method) (HoltWintersModel method) (IForestOutlierTransform method) (IQROutlierTransform method) (IrreversiblePerSegmentWrapper method) (IrreversibleTransform method) (LabelEncoderTransform method) (LagTransform method) (LambdaTransform method) (LimitTransform method) (LinearMultiSegmentModel method) (LinearPerSegmentModel method) (LinearTrendTransform method) (LogTransform method) (MADOutlierTransform method) (MADTransform method) (MaxAbsScalerTransform method) (MaxTransform method) (MeanEncoderTransform method) (MeanSegmentEncoderTransform method) (MeanTransform method) (MedianOutliersTransform method) (MedianTransform method) (MinMaxDifferenceTransform method) (MinMaxScalerTransform method) (MinTransform method) (MLPModel method) (ModelDecomposeTransform method) (MovingAverageModel method) (MRMRFeatureSelectionTransform method) (NaiveModel method) (NaiveVariancePredictionIntervals method) (NBeatsGenericModel method) (NBeatsInterpretableModel method) (NonPredictionIntervalContextIgnorantAbstractModel method) (NonPredictionIntervalContextRequiredAbstractModel method) (OneHotEncoderTransform method) (PatchTSModel method) (Pipeline method) (PredictionIntervalContextIgnorantAbstractModel method) (PredictionIntervalContextRequiredAbstractModel method) (PredictionIntervalOutliersTransform method) (ProphetModel method) (QuantileTransform method) (ResampleWithDistributionTransform method) (ReversiblePerSegmentWrapper method) (ReversibleTransform method) (RNNModel method) (RobustScalerTransform method) (SARIMAXModel method) (SeasonalMovingAverageModel method) (SegmentEncoderTransform method) (SimpleExpSmoothingModel method) (SklearnMultiSegmentModel method) (SklearnPerSegmentModel method) (SpecialDaysTransform method) (StackingEnsemble method) (StandardScalerTransform method) (StatsForecastARIMAModel method) (StatsForecastAutoARIMAModel method) (StatsForecastAutoCESModel method) (StatsForecastAutoETSModel method) (StatsForecastAutoThetaModel method) (StdTransform method) (STLTransform method) (SumTransform method) (TBATSModel method) (TFTModel method) (TFTNativeModel method) (TheilSenTrendTransform method) (TimeFlagsTransform method) (TimeSeriesImputerTransform method) (TreeFeatureSelectionTransform method) (TrendTransform method) (TS2VecEmbeddingModel method) (TSTCCEmbeddingModel method) (VotingEnsemble method) (YeoJohnsonTransform method) seasonal_plot() (in module etna.analysis) Seasonality SeasonalitySSM (class in etna.models.nn.deepstate) SeasonalMovingAverageModel (class in etna.models) SeasonalPlotAggregation (class in etna.analysis) SeasonalPlotAlignment (class in etna.analysis) SeasonalPlotCycle (class in etna.analysis) Segment Segmentation SegmentEncoderTransform (class in etna.transforms) segments (TSDataset property) set_columns_wide() (in module etna.datasets) set_params() (_Logger method) (AddConstTransform method) (AutoARIMAModel method) (AutoRegressivePipeline method) (BaseMixin method) (BasePipeline method) (BasePredictionIntervals method) (BaseReconciliator method) (BATSModel method) (BinaryOperationTransform method) (BottomUpReconciliator method) (BoxCoxTransform method) (CatBoostMultiSegmentModel method) (CatBoostPerSegmentModel method) (ChangePointsLevelTransform method) (ChangePointsSegmentationTransform method) (ChangePointsTrendTransform method) (Clustering method) (CompositeSSM method) (ConformalPredictionIntervals method) (ConsoleLogger method) (Coverage method) (DateFlagsTransform method) (DaylySeasonalitySSM method) (DeadlineMovingAverageModel method) (DeepARModel method) (DeepARNativeModel method) (DeepStateModel method) (DensityOutliersTransform method) (DeseasonalityTransform method) (DifferencingTransform method) (DirectEnsemble method) (Distance method) (DistanceMatrix method) (DTWClustering method) (DTWDistance method) (ElasticMultiSegmentModel method) (ElasticPerSegmentModel method) (EmbeddingSegmentTransform method) (EmbeddingWindowTransform method) (EmpiricalPredictionIntervals method) (EuclideanClustering method) (EuclideanDistance method) (EventTransform method) (ExogShiftTransform method) (FilterFeaturesTransform method) (FoldMask method) (FourierDecomposeTransform method) (FourierTransform method) (GaleShapleyFeatureSelectionTransform method) (HierarchicalClustering method) (HierarchicalPipeline method) (HierarchicalStructure method) (HolidayTransform method) (HoltModel method) (HoltWintersModel method) (IForestOutlierTransform method) (IQROutlierTransform method) (IrreversiblePerSegmentWrapper method) (IrreversibleTransform method) (LabelEncoderTransform method) (LagTransform method) (LambdaTransform method) (LevelSSM method) (LevelTrendSSM method) (LimitTransform method) (LinearMultiSegmentModel method) (LinearPerSegmentModel method) (LinearTrendTransform method) (LocalFileLogger method) (LogTransform method) (MADOutlierTransform method) (MADTransform method) (MAE method) (MAPE method) (MaxAbsScalerTransform method) (MaxDeviation method) (MaxTransform method) (MeanEncoderTransform method) (MeanPerIntervalModel method) (MeanSegmentEncoderTransform method) (MeanTransform method) (MedAE method) (MedianOutliersTransform method) (MedianPerIntervalModel method) (MedianTransform method) (Metric method) (MinMaxDifferenceTransform method) (MinMaxScalerTransform method) (MinTransform method) (MLPModel method) (ModelDecomposeTransform method) (ModelRelevanceTable method) (MovingAverageModel method) (MRMRFeatureSelectionTransform method) (MSE method) (MSLE method) (NaiveModel method) (NaiveVariancePredictionIntervals method) (NBeatsGenericModel method) (NBeatsInterpretableModel method) (NonPredictionIntervalContextIgnorantAbstractModel method) (NonPredictionIntervalContextRequiredAbstractModel method) (OneHotEncoderTransform method) (OneSegmentTransform method) (PatchTSModel method) (Pipeline method) (PredictabilityAnalyzer method) (PredictionIntervalContextIgnorantAbstractModel method) (PredictionIntervalContextRequiredAbstractModel method) (PredictionIntervalOutliersTransform method) (ProphetModel method) (PytorchForecastingDatasetBuilder method) (QuantileTransform method) (R2 method) (RelevanceTable method) (ResampleWithDistributionTransform method) (ReversiblePerSegmentWrapper method) (ReversibleTransform method) (RMSE method) (RNNModel method) (RobustScalerTransform method) (RupturesChangePointsModel method) (S3FileLogger method) (SARIMAXModel method) (SeasonalitySSM method) (SeasonalMovingAverageModel method) (SegmentEncoderTransform method) (Sign method) (SimpleExpSmoothingModel method) (SklearnMultiSegmentModel method) (SklearnPerSegmentModel method) (SklearnPreprocessingPerIntervalModel method) (SklearnRegressionPerIntervalModel method) (SMAPE method) (SpecialDaysTransform method) (StackingEnsemble method) (StandardScalerTransform method) (StatisticsPerIntervalModel method) (StatisticsRelevanceTable method) (StatsForecastARIMAModel method) (StatsForecastAutoARIMAModel method) (StatsForecastAutoCESModel method) (StatsForecastAutoETSModel method) (StatsForecastAutoThetaModel method) (StdTransform method) (STLTransform method) (SumTransform method) (TBATSModel method) (TFTModel method) (TFTNativeModel method) (TheilSenTrendTransform method) (TimeFlagsTransform method) (TimeSeriesBinaryClassifier method) (TimeSeriesImputerTransform method) (TopDownReconciliator method) (TreeFeatureSelectionTransform method) (TrendTransform method) (TS2VecEmbeddingModel method) (TSFreshFeatureExtractor method) (TSTCCEmbeddingModel method) (VotingEnsemble method) (WandbLogger method) (WAPE method) (WEASELFeatureExtractor method) (Width method) (YearlySeasonalitySSM method) (YeoJohnsonTransform method) Settings (class in etna.settings) Sign (class in etna.metrics) SimpleExpSmoothingModel (class in etna.models) single (ClusteringLinkageMode attribute) size() (TSDataset method) SklearnMultiSegmentModel (class in etna.models) SklearnPerSegmentModel (class in etna.models) SklearnPreprocessingPerIntervalModel (class in etna.transforms.decomposition) SklearnRegressionPerIntervalModel (class in etna.transforms.decomposition) SMAPE (class in etna.metrics) SpecialDaysTransform (class in etna.transforms) StackingEnsemble (class in etna.ensembles) StandardScalerTransform (class in etna.transforms) start_experiment() (_Logger method) (ConsoleLogger method) (LocalFileLogger method) (S3FileLogger method) (WandbLogger method) Stationarity StatisticsPerIntervalModel (class in etna.transforms.decomposition) StatisticsRelevanceTable (class in etna.analysis) StatsForecastARIMAModel (class in etna.models) StatsForecastAutoARIMAModel (class in etna.models) StatsForecastAutoCESModel (class in etna.models) StatsForecastAutoETSModel (class in etna.models) StatsForecastAutoThetaModel (class in etna.models) StdTransform (class in etna.transforms) stl_plot() (in module etna.analysis) STLTransform (class in etna.transforms) sub (BinaryOperator attribute) sum (PerFoldAggregation attribute) (SeasonalPlotAggregation attribute) summary() (Auto method) (Tune method) SumTransform (class in etna.transforms) T tail() (TSDataset method) target_components_names (TSDataset property) target_quantiles_names (TSDataset property) TBATSModel (class in etna.models) TFTModel (class in etna.models.nn) TFTNativeModel (class in etna.models.nn) TheilSenTrendTransform (class in etna.transforms) Time series Time series frequency TimeFlagsTransform (class in etna.transforms) TimeSeriesBinaryClassifier (class in etna.experimental.classification) TimeSeriesImputerTransform (class in etna.transforms) Timestamps to_dataset() (TSDataset static method) to_dict() (_Logger method) (AddConstTransform method) (AutoARIMAModel method) (AutoRegressivePipeline method) (BaseMixin method) (BasePipeline method) (BasePredictionIntervals method) (BaseReconciliator method) (BATSModel method) (BinaryOperationTransform method) (BottomUpReconciliator method) (BoxCoxTransform method) (CatBoostMultiSegmentModel method) (CatBoostPerSegmentModel method) (ChangePointsLevelTransform method) (ChangePointsSegmentationTransform method) (ChangePointsTrendTransform method) (Clustering method) (CompositeSSM method) (ConformalPredictionIntervals method) (ConsoleLogger method) (Coverage method) (DateFlagsTransform method) (DaylySeasonalitySSM method) (DeadlineMovingAverageModel method) (DeepARModel method) (DeepARNativeModel method) (DeepStateModel method) (DensityOutliersTransform method) (DeseasonalityTransform method) (DifferencingTransform method) (DirectEnsemble method) (Distance method) (DistanceMatrix method) (DTWClustering method) (DTWDistance method) (ElasticMultiSegmentModel method) (ElasticPerSegmentModel method) (EmbeddingSegmentTransform method) (EmbeddingWindowTransform method) (EmpiricalPredictionIntervals method) (EuclideanClustering method) (EuclideanDistance method) (EventTransform method) (ExogShiftTransform method) (FilterFeaturesTransform method) (FoldMask method) (FourierDecomposeTransform method) (FourierTransform method) (GaleShapleyFeatureSelectionTransform method) (HierarchicalClustering method) (HierarchicalPipeline method) (HierarchicalStructure method) (HolidayTransform method) (HoltModel method) (HoltWintersModel method) (IForestOutlierTransform method) (IQROutlierTransform method) (IrreversiblePerSegmentWrapper method) (IrreversibleTransform method) (LabelEncoderTransform method) (LagTransform method) (LambdaTransform method) (LevelSSM method) (LevelTrendSSM method) (LimitTransform method) (LinearMultiSegmentModel method) (LinearPerSegmentModel method) (LinearTrendTransform method) (LocalFileLogger method) (LogTransform method) (MADOutlierTransform method) (MADTransform method) (MAE method) (MAPE method) (MaxAbsScalerTransform method) (MaxDeviation method) (MaxTransform method) (MeanEncoderTransform method) (MeanPerIntervalModel method) (MeanSegmentEncoderTransform method) (MeanTransform method) (MedAE method) (MedianOutliersTransform method) (MedianPerIntervalModel method) (MedianTransform method) (Metric method) (MinMaxDifferenceTransform method) (MinMaxScalerTransform method) (MinTransform method) (MLPModel method) (ModelDecomposeTransform method) (ModelRelevanceTable method) (MovingAverageModel method) (MRMRFeatureSelectionTransform method) (MSE method) (MSLE method) (NaiveModel method) (NaiveVariancePredictionIntervals method) (NBeatsGenericModel method) (NBeatsInterpretableModel method) (NonPredictionIntervalContextIgnorantAbstractModel method) (NonPredictionIntervalContextRequiredAbstractModel method) (OneHotEncoderTransform method) (OneSegmentTransform method) (PatchTSModel method) (Pipeline method) (PredictabilityAnalyzer method) (PredictionIntervalContextIgnorantAbstractModel method) (PredictionIntervalContextRequiredAbstractModel method) (PredictionIntervalOutliersTransform method) (ProphetModel method) (PytorchForecastingDatasetBuilder method) (QuantileTransform method) (R2 method) (RelevanceTable method) (ResampleWithDistributionTransform method) (ReversiblePerSegmentWrapper method) (ReversibleTransform method) (RMSE method) (RNNModel method) (RobustScalerTransform method) (RupturesChangePointsModel method) (S3FileLogger method) (SARIMAXModel method) (SeasonalitySSM method) (SeasonalMovingAverageModel method) (SegmentEncoderTransform method) (Sign method) (SimpleExpSmoothingModel method) (SklearnMultiSegmentModel method) (SklearnPerSegmentModel method) (SklearnPreprocessingPerIntervalModel method) (SklearnRegressionPerIntervalModel method) (SMAPE method) (SpecialDaysTransform method) (StackingEnsemble method) (StandardScalerTransform method) (StatisticsPerIntervalModel method) (StatisticsRelevanceTable method) (StatsForecastARIMAModel method) (StatsForecastAutoARIMAModel method) (StatsForecastAutoCESModel method) (StatsForecastAutoETSModel method) (StatsForecastAutoThetaModel method) (StdTransform method) (STLTransform method) (SumTransform method) (TBATSModel method) (TFTModel method) (TFTNativeModel method) (TheilSenTrendTransform method) (TimeFlagsTransform method) (TimeSeriesBinaryClassifier method) (TimeSeriesImputerTransform method) (TopDownReconciliator method) (TreeFeatureSelectionTransform method) (TrendTransform method) (TS2VecEmbeddingModel method) (TSFreshFeatureExtractor method) (TSTCCEmbeddingModel method) (VotingEnsemble method) (WandbLogger method) (WAPE method) (WEASELFeatureExtractor method) (Width method) (YearlySeasonalitySSM method) (YeoJohnsonTransform method) to_flatten() (TSDataset static method) to_hierarchical_dataset() (TSDataset static method) to_pandas() (TSDataset method) to_torch_dataset() (TSDataset method) top_k() (Auto method) (Tune method) TopDownReconciliator (class in etna.reconciliation) train_test_split() (TSDataset method) Transform transform() (AddConstTransform method) (BinaryOperationTransform method) (BoxCoxTransform method) (ChangePointsLevelTransform method) (ChangePointsSegmentationTransform method) (ChangePointsTrendTransform method) (DateFlagsTransform method) (DensityOutliersTransform method) (DeseasonalityTransform method) (DifferencingTransform method) (EmbeddingSegmentTransform method) (EmbeddingWindowTransform method) (EventTransform method) (ExogShiftTransform method) (FilterFeaturesTransform method) (FourierDecomposeTransform method) (FourierTransform method) (GaleShapleyFeatureSelectionTransform method) (HolidayTransform method) (IForestOutlierTransform method) (IQROutlierTransform method) (IrreversiblePerSegmentWrapper method) (IrreversibleTransform method) (LabelEncoderTransform method) (LagTransform method) (LambdaTransform method) (LimitTransform method) (LinearTrendTransform method) (LogTransform method) (MADOutlierTransform method) (MADTransform method) (MaxAbsScalerTransform method) (MaxTransform method) (MeanEncoderTransform method) (MeanSegmentEncoderTransform method) (MeanTransform method) (MedianOutliersTransform method) (MedianTransform method) (MinMaxDifferenceTransform method) (MinMaxScalerTransform method) (MinTransform method) (ModelDecomposeTransform method) (MRMRFeatureSelectionTransform method) (OneHotEncoderTransform method) (OneSegmentTransform method) (PredictionIntervalOutliersTransform method) (QuantileTransform method) (ResampleWithDistributionTransform method) (ReversiblePerSegmentWrapper method) (ReversibleTransform method) (RobustScalerTransform method) (SegmentEncoderTransform method) (SpecialDaysTransform method) (StandardScalerTransform method) (StdTransform method) (STLTransform method) (SumTransform method) (TheilSenTrendTransform method) (TimeFlagsTransform method) (TimeSeriesImputerTransform method) (TreeFeatureSelectionTransform method) (TrendTransform method) (TSDataset method) (TSFreshFeatureExtractor method) (WEASELFeatureExtractor method) (YeoJohnsonTransform method) transition_coeff() (CompositeSSM method) (DaylySeasonalitySSM method) (LevelSSM method) (LevelTrendSSM method) (SeasonalitySSM method) (YearlySeasonalitySSM method) TreeFeatureSelectionTransform (class in etna.transforms) Trend TrendTransform (class in etna.transforms) ts (BasePredictionIntervals property) (ConformalPredictionIntervals property) (EmpiricalPredictionIntervals property) (NaiveVariancePredictionIntervals property) TS2VecEmbeddingModel (class in etna.transforms.embeddings.models) TSDataset (class in etna.datasets) tsdataset_idx_slice() (TSDataset method) TSFreshFeatureExtractor (class in etna.experimental.classification.feature_extraction) TSTCCEmbeddingModel (class in etna.transforms.embeddings.models) Tune (class in etna.auto) type_hint() (Settings method) U Univariate time series update_columns_from_pandas() (TSDataset method) V validate_on_dataset() (FoldMask method) violin (MetricPlotType attribute) VotingEnsemble (class in etna.ensembles) W WandbLogger (class in etna.loggers) WAPE (class in etna.metrics) ward (ClusteringLinkageMode attribute) WEASELFeatureExtractor (class in etna.experimental.classification.feature_extraction) week (SeasonalPlotCycle attribute) wide (DataFrameFormat attribute) Width (class in etna.metrics) Y year (SeasonalPlotCycle attribute) YearlySeasonalitySSM (class in etna.models.nn.deepstate) YeoJohnsonTransform (class in etna.transforms)