Index

_

_CatBoostAdapter (class in etna.models.catboost) _create_holidays_df() (in module etna.analysis.plotters) _find_change_points_segment() (in module etna.analysis.change_points_trend.search) _get_existing_quantiles() (in module etna.analysis.plotters) _get_labels_names() (in module etna.analysis.plotters) _get_optional_value() (in module etna.settings) _get_seasonal_cycle_name() (in module etna.analysis.eda_utils) _get_seasonal_in_cycle_name() (in module etna.analysis.eda_utils) _get_seasonal_in_cycle_num() (in module etna.analysis.eda_utils) _HoltWintersAdapter (class in etna.models.holt_winters) _is_prophet_available() (in module etna.settings) _is_torch_available() (in module etna.settings) _is_wandb_available() (in module etna.settings) _LabelEncoder (class in etna.transforms.encoders.categorical) _Logger (class in etna.loggers.base) _module_available() (in module etna.settings) _OneSegmentAddConstTransform (class in etna.transforms.math.add_constant) _OneSegmentChangePointsTrendTransform (class in etna.transforms.decomposition.change_points_trend) _OneSegmentLagTransform (class in etna.transforms.math.lags)

_OneSegmentLinearTrendBaseTransform (class in etna.transforms.decomposition.detrend) _OneSegmentLogTransform (class in etna.transforms.math.log) _OneSegmentResampleWithDistributionTransform (class in etna.transforms.missing_values.resample) _OneSegmentSpecialDaysTransform (class in etna.transforms.timestamp.special_days) _OneSegmentSTLTransform (class in etna.transforms.decomposition.stl) _OneSegmentTimeSeriesImputerTransform (class in etna.transforms.missing_values.imputation) _OneSegmentTrendTransform (class in etna.transforms.decomposition.trend) _prepare_forecast_results() (in module etna.analysis.plotters) _prepare_seasonal_plot_df() (in module etna.analysis.eda_utils) _prepare_signal() (in module etna.analysis.change_points_trend.search) _ProphetAdapter (class in etna.models.prophet) _QuantileMetricMixin (class in etna.metrics.intervals_metrics) _resample() (in module etna.analysis.eda_utils) _SARIMAXAdapter (class in etna.models.sarimax) _seasonal_split() (in module etna.analysis.eda_utils) _SeasonalMovingAverageModel (class in etna.models.seasonal_ma) _select_quantiles() (in module etna.analysis.plotters) _SingleDifferencingTransform (class in etna.transforms.math.differencing) _SklearnAdapter (class in etna.models.sklearn) _TrendTransform (class in etna.transforms.decomposition.trend)

A

absolute_difference_distance() (in module etna.analysis.outliers.density_outliers) AbstractPipeline (class in etna.pipeline.base) add() (_Logger method) AddConstTransform (class in etna.transforms.math.add_constant)

adjust_estimation() (in module etna.analysis.outliers.hist_outliers) aggregate_metrics_df() (in module etna.loggers.base) AggregationMode (class in etna.analysis.feature_selection.mrmr_selection) AutoRegressivePipeline (class in etna.pipeline.autoregressive_pipeline)

B

backtest() (AbstractPipeline method) (BasePipeline method) (in module etna.commands.backtest_command) BaseAdapter (class in etna.models.base) BaseFeatureSelectionTransform (class in etna.transforms.feature_selection.base) BaseFileLogger (class in etna.loggers.file_logger) BaseGaleShapley (class in etna.transforms.feature_selection.gale_shapley) BaseLogger (class in etna.loggers.base)

BasePipeline (class in etna.pipeline.base) BinsegTrendTransform (class in etna.transforms.decomposition.binseg) BoxCoxTransform (class in etna.transforms.math.power) break_match() (GaleShapleyMatcher static method) build_clustering_algo() (HierarchicalClustering method) build_distance_matrix() (DTWClustering method) (EuclideanClustering method) (HierarchicalClustering method)

C

calc_day_number_in_month() (in module etna.transforms.timestamp.special_days) calc_day_number_in_week() (in module etna.transforms.timestamp.special_days) CatBoostModelMultiSegment (class in etna.models.catboost) CatBoostModelPerSegment (class in etna.models.catboost) ChangePointsTrendTransform (class in etna.transforms.decomposition.change_points_trend) check_segment() (FeatureGaleShapley method) Clustering (class in etna.clustering.base) ClusteringLinkageMode (class in etna.clustering.hierarchical.base)

columns (TSDataset property) compute_f() (in module etna.analysis.outliers.hist_outliers) compute_metrics() (in module etna.metrics.utils) ConfigFileFinder (class in etna.settings) ConsoleLogger (class in etna.loggers.console_logger) Coverage (class in etna.metrics.intervals_metrics) create_ts_by_column() (in module etna.analysis.outliers.prediction_interval_outliers) cross_corr_plot() (in module etna.analysis.eda_utils) CrossValidationMode (class in etna.pipeline.base)

D

DataFrameFormat (class in etna.datasets.utils) DateFlagsTransform (class in etna.transforms.timestamp.date_flags) DeepARModel (class in etna.models.nn.deepar) DensityOutliersTransform (class in etna.transforms.outliers.point_outliers) describe() (TSDataset method) detect_outliers() (DensityOutliersTransform method) (MedianOutliersTransform method) (OutliersTransform method) (PredictionIntervalOutliersTransform method)

DifferencingTransform (class in etna.transforms.math.differencing) disable() (_Logger method) Distance (class in etna.clustering.distances.base) DistanceMatrix (class in etna.clustering.distances.distance_matrix) distribution_plot() (in module etna.analysis.eda_utils) DTWClustering (class in etna.clustering.hierarchical.dtw_clustering) DTWDistance (class in etna.clustering.distances.dtw_distance) dummy() (in module etna.metrics.intervals_metrics) duplicate_data() (in module etna.datasets.utils)

E

ElasticMultiSegmentModel (class in etna.models.linear) ElasticPerSegmentModel (class in etna.models.linear) EnsembleMixin (class in etna.ensembles.base) etna.analysis module etna.analysis.change_points_trend module etna.analysis.change_points_trend.search module etna.analysis.eda_utils module etna.analysis.feature_relevance module etna.analysis.feature_relevance.relevance module etna.analysis.feature_relevance.relevance_table module etna.analysis.feature_selection module etna.analysis.feature_selection.mrmr_selection module etna.analysis.outliers module etna.analysis.outliers.density_outliers module etna.analysis.outliers.hist_outliers module etna.analysis.outliers.median_outliers module etna.analysis.outliers.prediction_interval_outliers module etna.analysis.plotters module etna.analysis.utils module etna.clustering module etna.clustering.base module etna.clustering.distances module etna.clustering.distances.base module etna.clustering.distances.distance_matrix module etna.clustering.distances.dtw_distance module etna.clustering.distances.euclidean_distance module etna.clustering.hierarchical module etna.clustering.hierarchical.base module etna.clustering.hierarchical.dtw_clustering module etna.clustering.hierarchical.euclidean_clustering module etna.commands module etna.commands.backtest_command module etna.commands.forecast_command module etna.commands.resolvers module etna.datasets module etna.datasets.datasets_generation module etna.datasets.tsdataset module etna.datasets.utils module etna.ensembles module etna.ensembles.base module etna.ensembles.stacking_ensemble module etna.ensembles.voting_ensemble module etna.loggers module etna.loggers.base module etna.loggers.console_logger module etna.loggers.file_logger module etna.loggers.wandb_logger module etna.metrics module etna.metrics.base module etna.metrics.functional_metrics module etna.metrics.intervals_metrics module etna.metrics.metrics module etna.metrics.utils module etna.models module etna.models.base module etna.models.catboost module etna.models.holt_winters module etna.models.linear module

etna.models.moving_average module etna.models.naive module etna.models.nn module etna.models.nn.deepar module etna.models.nn.tft module etna.models.prophet module etna.models.sarimax module etna.models.seasonal_ma module etna.models.sklearn module etna.pipeline module etna.pipeline.autoregressive_pipeline module etna.pipeline.base module etna.pipeline.pipeline module etna.settings module etna.transforms module etna.transforms.base module etna.transforms.decomposition module etna.transforms.decomposition.binseg module etna.transforms.decomposition.change_points_trend module etna.transforms.decomposition.detrend module etna.transforms.decomposition.stl module etna.transforms.decomposition.trend module etna.transforms.encoders module etna.transforms.encoders.categorical module etna.transforms.encoders.mean_segment_encoder module etna.transforms.encoders.segment_encoder module etna.transforms.feature_selection module etna.transforms.feature_selection.base module etna.transforms.feature_selection.feature_importance module etna.transforms.feature_selection.filter module etna.transforms.feature_selection.gale_shapley module etna.transforms.math module etna.transforms.math.add_constant module etna.transforms.math.differencing module etna.transforms.math.lags module etna.transforms.math.log module etna.transforms.math.power module etna.transforms.math.scalers module etna.transforms.math.sklearn module etna.transforms.math.statistics module etna.transforms.missing_values module etna.transforms.missing_values.imputation module etna.transforms.missing_values.resample module etna.transforms.nn module etna.transforms.nn.pytorch_forecasting module etna.transforms.outliers module etna.transforms.outliers.base module etna.transforms.outliers.point_outliers module etna.transforms.timestamp module etna.transforms.timestamp.date_flags module etna.transforms.timestamp.fourier module etna.transforms.timestamp.holiday module etna.transforms.timestamp.special_days module etna.transforms.timestamp.time_flags module etna.transforms.utils module EuclideanClustering (class in etna.clustering.hierarchical.euclidean_clustering) EuclideanDistance (class in etna.clustering.distances.euclidean_distance) experiment (WandbLogger property)

F

FeatureGaleShapley (class in etna.transforms.feature_selection.gale_shapley) FilterFeaturesTransform (class in etna.transforms.feature_selection.filter) find_change_points() (in module etna.analysis.change_points_trend.search) finish_experiment() (_Logger method) (BaseLogger method) (WandbLogger method) first (SeasonalPlotAlignment attribute) fit() (_CatBoostAdapter method) (_HoltWintersAdapter method) (_OneSegmentAddConstTransform method) (_OneSegmentChangePointsTrendTransform method) (_OneSegmentLagTransform method) (_OneSegmentLinearTrendBaseTransform method) (_OneSegmentLogTransform method) (_OneSegmentResampleWithDistributionTransform method) (_OneSegmentSpecialDaysTransform method) (_OneSegmentSTLTransform method) (_OneSegmentTimeSeriesImputerTransform method) (_ProphetAdapter method) (_SARIMAXAdapter method) (_SeasonalMovingAverageModel method) (_SingleDifferencingTransform method) (_SklearnAdapter method) (AbstractPipeline method) (AutoRegressivePipeline method) (DateFlagsTransform method) (DeepARModel method) (DifferencingTransform method) (DistanceMatrix method) (FilterFeaturesTransform method) (FitAbstractModel method) (FourierTransform method) (GaleShapleyFeatureSelectionTransform method) (HolidayTransform method) (LabelEncoderTransform method) (MeanSegmentEncoderTransform method) (Model method) (MRMRFeatureSelectionTransform method) (MultiSegmentModel method) (OneHotEncoderTransform method) (OutliersTransform method) (PerSegmentBaseModel method) (PerSegmentWrapper method) (Pipeline method) (PytorchForecastingTransform method) (SegmentEncoderTransform method) (SklearnTransform method) (StackingEnsemble method) (TFTModel method) (TimeFlagsTransform method) (Transform method) (TreeFeatureSelectionTransform method) (VotingEnsemble method) (WindowStatisticsTransform method)

fit_predict() (Clustering method) (DistanceMatrix method) (HierarchicalClustering method) fit_transform() (_OneSegmentLinearTrendBaseTransform method) (Transform method) (TSDataset method) FitAbstractModel (class in etna.models.base) FoldMask (class in etna.pipeline.base) forecast() (AbstractPipeline method) (BasePipeline method) (DeepARModel method) (ForecastAbstractModel method) (in module etna.commands.forecast_command) (Model method) (MultiSegmentModel method) (PerSegmentModel method) (PerSegmentPredictionIntervalModel method) (Pipeline method) (PredictIntervalAbstractModel method) (TFTModel method) ForecastAbstractModel (class in etna.models.base) FourierTransform (class in etna.transforms.timestamp.fourier) FutureMixin (class in etna.transforms.base)

G

GaleShapleyFeatureSelectionTransform (class in etna.transforms.feature_selection.gale_shapley) GaleShapleyMatcher (class in etna.transforms.feature_selection.gale_shapley) generate_ar_df() (in module etna.datasets.datasets_generation) generate_const_df() (in module etna.datasets.datasets_generation) generate_from_patterns_df() (in module etna.datasets.datasets_generation) generate_periodic_df() (in module etna.datasets.datasets_generation) generate_possible_local_files() (ConfigFileFinder method) get_anomalies_density() (in module etna.analysis.outliers.density_outliers) get_anomalies_hist() (in module etna.analysis.outliers.hist_outliers) get_anomalies_median() (in module etna.analysis.outliers.median_outliers) get_anomalies_prediction_interval() (in module etna.analysis.outliers.prediction_interval_outliers) get_average() (Distance method) get_centroids() (Clustering method) (HierarchicalClustering method) get_correlation_matrix() (in module etna.analysis.plotters) get_function() (SeasonalPlotAggregation method)

get_model() (_CatBoostAdapter method) (_HoltWintersAdapter method) (_ProphetAdapter method) (_SARIMAXAdapter method) (_SklearnAdapter method) (BaseAdapter method) (FitAbstractModel method) (MultiSegmentModel method) (PerSegmentBaseModel method) (SeasonalMovingAverageModel method) get_model_relevance_table() (in module etna.analysis.feature_relevance.relevance_table) get_next_candidate() (SegmentGaleShapley method) get_residuals() (in module etna.analysis.plotters) get_segment_density_outliers_indices() (in module etna.analysis.outliers.density_outliers) get_statistics_relevance_table() (in module etna.analysis.feature_relevance.relevance_table) GETBOOL_ACTIONS (MergedConfigParser attribute)

H

head() (TSDataset method) HierarchicalClustering (class in etna.clustering.hierarchical.base) hist() (in module etna.analysis.outliers.hist_outliers)

HolidayTransform (class in etna.transforms.timestamp.holiday) HoltModel (class in etna.models.holt_winters) HoltWintersModel (class in etna.models.holt_winters)

I

identity() (in module etna.metrics.base) ImputerMode (class in etna.transforms.encoders.categorical) (class in etna.transforms.missing_values.imputation) index (TSDataset property) info() (TSDataset method) inverse_transform() (_OneSegmentAddConstTransform method) (_OneSegmentChangePointsTrendTransform method) (_OneSegmentLinearTrendBaseTransform method) (_OneSegmentLogTransform method) (_OneSegmentSTLTransform method) (_OneSegmentTimeSeriesImputerTransform method) (_OneSegmentTrendTransform method) (_SingleDifferencingTransform method) (DifferencingTransform method) (OutliersTransform method) (PerSegmentWrapper method) (SklearnTransform method) (Transform method) (TSDataset method)

isnull() (TSDataset method)

L

LabelEncoderTransform (class in etna.transforms.encoders.categorical) LagTransform (class in etna.transforms.math.lags) last (SeasonalPlotAlignment attribute) LinearMultiSegmentModel (class in etna.models.linear) LinearPerSegmentModel (class in etna.models.linear) LinearTrendTransform (class in etna.transforms.decomposition.detrend) loc (TSDataset property) local_config_files() (ConfigFileFinder method) local_configs() (ConfigFileFinder method) LocalFileLogger (class in etna.loggers.file_logger) log() (_Logger method) (BaseFileLogger method) (BaseLogger method) (ConsoleLogger method) (WandbLogger method)

log_backtest_metrics() (_Logger method) (BaseFileLogger method) (BaseLogger method) (ConsoleLogger method) (WandbLogger method) log_backtest_run() (_Logger method) (BaseFileLogger method) (BaseLogger method) (WandbLogger method) log_decorator() (in module etna.models.base) LogTransform (class in etna.transforms.math.log)

M

MADTransform (class in etna.transforms.math.statistics) MAE (class in etna.metrics.metrics) make_future() (TSDataset method) MAPE (class in etna.metrics.metrics) mape() (in module etna.metrics.functional_metrics) match() (GaleShapleyMatcher static method) match_target_quantiles() (in module etna.transforms.utils) MaxAbsScalerTransform (class in etna.transforms.math.scalers) MaxTransform (class in etna.transforms.math.statistics) MeanSegmentEncoderTransform (class in etna.transforms.encoders.mean_segment_encoder) MeanTransform (class in etna.transforms.math.statistics) MedAE (class in etna.metrics.metrics) MedianOutliersTransform (class in etna.transforms.outliers.point_outliers) MedianTransform (class in etna.transforms.math.statistics) MergedConfigParser (class in etna.settings) Metric (class in etna.metrics.base) MetricAggregationMode (class in etna.metrics.base) MinMaxScalerTransform (class in etna.transforms.math.scalers) MinTransform (class in etna.transforms.math.statistics) Model (class in etna.models.base) ModelRelevanceTable (class in etna.analysis.feature_relevance.relevance) module etna.analysis etna.analysis.change_points_trend etna.analysis.change_points_trend.search etna.analysis.eda_utils etna.analysis.feature_relevance etna.analysis.feature_relevance.relevance etna.analysis.feature_relevance.relevance_table etna.analysis.feature_selection etna.analysis.feature_selection.mrmr_selection etna.analysis.outliers etna.analysis.outliers.density_outliers etna.analysis.outliers.hist_outliers etna.analysis.outliers.median_outliers etna.analysis.outliers.prediction_interval_outliers etna.analysis.plotters etna.analysis.utils etna.clustering etna.clustering.base etna.clustering.distances etna.clustering.distances.base etna.clustering.distances.distance_matrix etna.clustering.distances.dtw_distance etna.clustering.distances.euclidean_distance etna.clustering.hierarchical etna.clustering.hierarchical.base etna.clustering.hierarchical.dtw_clustering etna.clustering.hierarchical.euclidean_clustering etna.commands etna.commands.backtest_command etna.commands.forecast_command etna.commands.resolvers etna.datasets etna.datasets.datasets_generation etna.datasets.tsdataset etna.datasets.utils etna.ensembles etna.ensembles.base etna.ensembles.stacking_ensemble etna.ensembles.voting_ensemble etna.loggers etna.loggers.base etna.loggers.console_logger etna.loggers.file_logger etna.loggers.wandb_logger etna.metrics etna.metrics.base etna.metrics.functional_metrics etna.metrics.intervals_metrics etna.metrics.metrics etna.metrics.utils etna.models etna.models.base etna.models.catboost etna.models.holt_winters etna.models.linear etna.models.moving_average etna.models.naive etna.models.nn etna.models.nn.deepar etna.models.nn.tft etna.models.prophet etna.models.sarimax etna.models.seasonal_ma etna.models.sklearn etna.pipeline etna.pipeline.autoregressive_pipeline etna.pipeline.base etna.pipeline.pipeline etna.settings etna.transforms etna.transforms.base etna.transforms.decomposition etna.transforms.decomposition.binseg etna.transforms.decomposition.change_points_trend etna.transforms.decomposition.detrend etna.transforms.decomposition.stl etna.transforms.decomposition.trend etna.transforms.encoders etna.transforms.encoders.categorical etna.transforms.encoders.mean_segment_encoder etna.transforms.encoders.segment_encoder etna.transforms.feature_selection etna.transforms.feature_selection.base etna.transforms.feature_selection.feature_importance etna.transforms.feature_selection.filter etna.transforms.feature_selection.gale_shapley etna.transforms.math etna.transforms.math.add_constant etna.transforms.math.differencing etna.transforms.math.lags etna.transforms.math.log etna.transforms.math.power etna.transforms.math.scalers etna.transforms.math.sklearn etna.transforms.math.statistics etna.transforms.missing_values etna.transforms.missing_values.imputation etna.transforms.missing_values.resample etna.transforms.nn etna.transforms.nn.pytorch_forecasting etna.transforms.outliers etna.transforms.outliers.base etna.transforms.outliers.point_outliers etna.transforms.timestamp etna.transforms.timestamp.date_flags etna.transforms.timestamp.fourier etna.transforms.timestamp.holiday etna.transforms.timestamp.special_days etna.transforms.timestamp.time_flags etna.transforms.utils

MovingAverageModel (class in etna.models.moving_average) mrmr() (in module etna.analysis.feature_selection.mrmr_selection) MRMRFeatureSelectionTransform (class in etna.transforms.feature_selection.feature_importance) MSE (class in etna.metrics.metrics) MSLE (class in etna.metrics.metrics) mult() (in module etna.commands.resolvers) MultiSegmentModel (class in etna.models.base)

N

NaiveModel (class in etna.models.naive)

name (Metric property)

O

OneHotEncoderTransform (class in etna.transforms.encoders.categorical)

optimal_sse() (in module etna.analysis.outliers.hist_outliers) OutliersTransform (class in etna.transforms.outliers.base)

P

parse() (MergedConfigParser method) (Settings static method) percentile() (in module etna.loggers.base) PerSegmentBaseModel (class in etna.models.base) PerSegmentModel (class in etna.models.base) PerSegmentPredictionIntervalModel (class in etna.models.base) PerSegmentWrapper (class in etna.transforms.base) Pipeline (class in etna.pipeline.pipeline) pl_logger (ConsoleLogger property) (WandbLogger property) pl_loggers (_Logger property) plot() (TSDataset method) plot_anomalies() (in module etna.analysis.plotters) plot_anomalies_interactive() (in module etna.analysis.plotters) plot_backtest() (in module etna.analysis.plotters) plot_backtest_interactive() (in module etna.analysis.plotters) plot_clusters() (in module etna.analysis.plotters) plot_correlation_matrix() (in module etna.analysis.plotters) plot_feature_relevance() (in module etna.analysis.plotters)

plot_forecast() (in module etna.analysis.plotters) plot_holidays() (in module etna.analysis.plotters) plot_imputation() (in module etna.analysis.plotters) plot_periodogram() (in module etna.analysis.plotters) plot_residuals() (in module etna.analysis.plotters) plot_time_series_with_change_points() (in module etna.analysis.plotters) plot_trend() (in module etna.analysis.plotters) predict() (_CatBoostAdapter method) (_HoltWintersAdapter method) (_ProphetAdapter method) (_SARIMAXAdapter method) (_SeasonalMovingAverageModel method) (_SklearnAdapter method) (DistanceMatrix method) PredictIntervalAbstractModel (class in etna.models.base) prediction_actual_scatter_plot() (in module etna.analysis.eda_utils) PredictionIntervalOutliersTransform (class in etna.transforms.outliers.point_outliers) prepare_axes() (in module etna.analysis.utils) ProphetModel (class in etna.models.prophet) PytorchForecastingTransform (class in etna.transforms.nn.pytorch_forecasting)

Q

qq_plot() (in module etna.analysis.eda_utils)

QuantileTransform (class in etna.transforms.math.statistics)

R

R2 (class in etna.metrics.metrics) regressors (TSDataset property) reinit_experiment() (WandbLogger method) RelevanceTable (class in etna.analysis.feature_relevance.relevance)

remove() (_Logger method) ResampleWithDistributionTransform (class in etna.transforms.missing_values.resample) reset_tmp_match() (BaseGaleShapley method) RobustScalerTransform (class in etna.transforms.math.scalers)

S

S3FileLogger (class in etna.loggers.file_logger) sample_acf_plot() (in module etna.analysis.eda_utils) sample_pacf_plot() (in module etna.analysis.eda_utils) SARIMAXModel (class in etna.models.sarimax) seasonal_plot() (in module etna.analysis.eda_utils) SeasonalMovingAverageModel (class in etna.models.seasonal_ma) SeasonalPlotAggregation (class in etna.analysis.eda_utils) SeasonalPlotAlignment (class in etna.analysis.eda_utils) SeasonalPlotCycle (class in etna.analysis.eda_utils) SegmentEncoderTransform (class in etna.transforms.encoders.segment_encoder) SegmentGaleShapley (class in etna.transforms.feature_selection.gale_shapley) segments (TSDataset property) Settings (class in etna.settings) shift() (in module etna.commands.resolvers) simple_dist() (in module etna.clustering.distances.dtw_distance) SimpleExpSmoothingModel (class in etna.models.holt_winters) SklearnMultiSegmentModel (class in etna.models.sklearn)

SklearnPerSegmentModel (class in etna.models.sklearn) SklearnTransform (class in etna.transforms.math.sklearn) SMAPE (class in etna.metrics.metrics) smape() (in module etna.metrics.functional_metrics) SpecialDaysTransform (class in etna.transforms.timestamp.special_days) StackingEnsemble (class in etna.ensembles.stacking_ensemble) StandardScalerTransform (class in etna.transforms.math.scalers) start_experiment() (_Logger method) (BaseFileLogger method) (BaseLogger method) (LocalFileLogger method) (S3FileLogger method) (WandbLogger method) StatisticsRelevanceTable (class in etna.analysis.feature_relevance.relevance) StdTransform (class in etna.transforms.math.statistics) stl_plot() (in module etna.analysis.eda_utils) STLTransform (class in etna.transforms.decomposition.stl)

T

tail() (TSDataset method) TFTModel (class in etna.models.nn.tft) TheilSenTrendTransform (class in etna.transforms.decomposition.detrend) TimeFlagsTransform (class in etna.transforms.timestamp.time_flags) TimeSeriesImputerTransform (class in etna.transforms.missing_values.imputation) to_dataset() (TSDataset static method) to_flatten() (TSDataset static method) to_pandas() (TSDataset method) train_test_split() (TSDataset method) Transform (class in etna.transforms.base) transform() (_LabelEncoder method) (_OneSegmentAddConstTransform method) (_OneSegmentChangePointsTrendTransform method) (_OneSegmentLagTransform method) (_OneSegmentLinearTrendBaseTransform method) (_OneSegmentLogTransform method) (_OneSegmentResampleWithDistributionTransform method) (_OneSegmentSpecialDaysTransform method) (_OneSegmentSTLTransform method) (_OneSegmentTimeSeriesImputerTransform method) (_OneSegmentTrendTransform method) (_SingleDifferencingTransform method) (BaseFeatureSelectionTransform method) (DateFlagsTransform method) (DifferencingTransform method) (FilterFeaturesTransform method) (FourierTransform method) (HolidayTransform method) (LabelEncoderTransform method) (MeanSegmentEncoderTransform method) (MeanTransform method) (OneHotEncoderTransform method) (OutliersTransform method) (PerSegmentWrapper method) (PytorchForecastingTransform method) (SegmentEncoderTransform method) (SklearnTransform method) (TimeFlagsTransform method) (Transform method) (TSDataset method) (WindowStatisticsTransform method)

TransformMode (class in etna.transforms.math.sklearn) TreeFeatureSelectionTransform (class in etna.transforms.feature_selection.feature_importance) TrendTransform (class in etna.transforms.decomposition.trend) TSDataset (class in etna.datasets.tsdataset) type_hint() (Settings method)

U

update_tmp_match() (BaseGaleShapley method) (SegmentGaleShapley method)

user_config() (ConfigFileFinder method)

V

v_optimal_hist() (in module etna.analysis.outliers.hist_outliers)

validate_on_dataset() (FoldMask method) VotingEnsemble (class in etna.ensembles.voting_ensemble)

W

WandbLogger (class in etna.loggers.wandb_logger)

Width (class in etna.metrics.intervals_metrics) WindowStatisticsTransform (class in etna.transforms.math.statistics)

Y

YeoJohnsonTransform (class in etna.transforms.math.power)