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  • User Guide
  • Installation
  • Quickstart
  • Tutorials
  • API Reference

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  • Datasets
    • etna.datasets.TSDataset
    • etna.datasets.DataFrameFormat
    • etna.datasets.HierarchicalStructure
    • etna.datasets.generate_ar_df
    • etna.datasets.generate_const_df
    • etna.datasets.generate_from_patterns_df
    • etna.datasets.generate_hierarchical_df
    • etna.datasets.generate_periodic_df
    • etna.datasets.duplicate_data
    • etna.datasets.set_columns_wide
    • etna.datasets.infer_alignment
    • etna.datasets.apply_alignment
    • etna.datasets.make_timestamp_df_from_alignment
    • etna.datasets.load_dataset
  • Models
    • etna.models.NonPredictionIntervalContextIgnorantAbstractModel
    • etna.models.NonPredictionIntervalContextRequiredAbstractModel
    • etna.models.PredictionIntervalContextIgnorantAbstractModel
    • etna.models.PredictionIntervalContextRequiredAbstractModel
    • etna.models.SeasonalMovingAverageModel
    • etna.models.MovingAverageModel
    • etna.models.NaiveModel
    • etna.models.DeadlineMovingAverageModel
    • etna.models.AutoARIMAModel
    • etna.models.SARIMAXModel
    • etna.models.HoltWintersModel
    • etna.models.HoltModel
    • etna.models.SimpleExpSmoothingModel
    • etna.models.ProphetModel
    • etna.models.TBATSModel
    • etna.models.BATSModel
    • etna.models.StatsForecastARIMAModel
    • etna.models.StatsForecastAutoARIMAModel
    • etna.models.StatsForecastAutoCESModel
    • etna.models.StatsForecastAutoETSModel
    • etna.models.StatsForecastAutoThetaModel
    • etna.models.CatBoostMultiSegmentModel
    • etna.models.CatBoostPerSegmentModel
    • etna.models.ElasticMultiSegmentModel
    • etna.models.ElasticPerSegmentModel
    • etna.models.LinearMultiSegmentModel
    • etna.models.LinearPerSegmentModel
    • etna.models.SklearnMultiSegmentModel
    • etna.models.SklearnPerSegmentModel
    • etna.models.nn.RNNModel
    • etna.models.nn.MLPModel
    • etna.models.nn.DeepStateModel
    • etna.models.nn.NBeatsGenericModel
    • etna.models.nn.NBeatsInterpretableModel
    • etna.models.nn.PatchTSModel
    • etna.models.nn.DeepARNativeModel
    • etna.models.nn.TFTNativeModel
    • etna.models.nn.deepstate.CompositeSSM
    • etna.models.nn.deepstate.LevelSSM
    • etna.models.nn.deepstate.LevelTrendSSM
    • etna.models.nn.deepstate.SeasonalitySSM
    • etna.models.nn.deepstate.DaylySeasonalitySSM
    • etna.models.nn.deepstate.SeasonalitySSM
    • etna.models.nn.deepstate.YearlySeasonalitySSM
    • etna.models.nn.DeepARModel
    • etna.models.nn.TFTModel
    • etna.models.nn.PytorchForecastingDatasetBuilder
    • etna.models.nn.ChronosModel
    • etna.models.nn.ChronosBoltModel
    • etna.models.nn.TimesFMModel
  • Transforms
    • etna.transforms.IrreversibleTransform
    • etna.transforms.ReversibleTransform
    • etna.transforms.IrreversiblePerSegmentWrapper
    • etna.transforms.ReversiblePerSegmentWrapper
    • etna.transforms.OneSegmentTransform
    • etna.transforms.ChangePointsLevelTransform
    • etna.transforms.ChangePointsSegmentationTransform
    • etna.transforms.ChangePointsTrendTransform
    • etna.transforms.DeseasonalityTransform
    • etna.transforms.LinearTrendTransform
    • etna.transforms.STLTransform
    • etna.transforms.TheilSenTrendTransform
    • etna.transforms.TrendTransform
    • etna.transforms.FourierDecomposeTransform
    • etna.transforms.ModelDecomposeTransform
    • etna.transforms.decomposition.RupturesChangePointsModel
    • etna.transforms.decomposition.StatisticsPerIntervalModel
    • etna.transforms.decomposition.MeanPerIntervalModel
    • etna.transforms.decomposition.MedianPerIntervalModel
    • etna.transforms.decomposition.SklearnPreprocessingPerIntervalModel
    • etna.transforms.decomposition.SklearnRegressionPerIntervalModel
    • etna.transforms.SegmentEncoderTransform
    • etna.transforms.MeanEncoderTransform
    • etna.transforms.MeanSegmentEncoderTransform
    • etna.transforms.LabelEncoderTransform
    • etna.transforms.OneHotEncoderTransform
    • etna.transforms.EmbeddingSegmentTransform
    • etna.transforms.EmbeddingWindowTransform
    • etna.transforms.embeddings.models.TS2VecEmbeddingModel
    • etna.transforms.embeddings.models.TSTCCEmbeddingModel
    • etna.transforms.FilterFeaturesTransform
    • etna.transforms.TreeFeatureSelectionTransform
    • etna.transforms.GaleShapleyFeatureSelectionTransform
    • etna.transforms.MRMRFeatureSelectionTransform
    • etna.transforms.TimeSeriesImputerTransform
    • etna.transforms.ResampleWithDistributionTransform
    • etna.transforms.DensityOutliersTransform
    • etna.transforms.MedianOutliersTransform
    • etna.transforms.PredictionIntervalOutliersTransform
    • etna.transforms.IForestOutlierTransform
    • etna.transforms.IQROutlierTransform
    • etna.transforms.MADOutlierTransform
    • etna.transforms.DateFlagsTransform
    • etna.transforms.TimeFlagsTransform
    • etna.transforms.SpecialDaysTransform
    • etna.transforms.HolidayTransform
    • etna.transforms.FourierTransform
    • etna.transforms.EventTransform
    • etna.transforms.LagTransform
    • etna.transforms.ExogShiftTransform
    • etna.transforms.MeanTransform
    • etna.transforms.SumTransform
    • etna.transforms.MedianTransform
    • etna.transforms.MaxTransform
    • etna.transforms.MinTransform
    • etna.transforms.QuantileTransform
    • etna.transforms.StdTransform
    • etna.transforms.MADTransform
    • etna.transforms.MinMaxDifferenceTransform
    • etna.transforms.StandardScalerTransform
    • etna.transforms.RobustScalerTransform
    • etna.transforms.MinMaxScalerTransform
    • etna.transforms.MaxAbsScalerTransform
    • etna.transforms.LambdaTransform
    • etna.transforms.AddConstTransform
    • etna.transforms.BinaryOperationTransform
    • etna.transforms.BinaryOperator
    • etna.transforms.LogTransform
    • etna.transforms.YeoJohnsonTransform
    • etna.transforms.BoxCoxTransform
    • etna.transforms.DifferencingTransform
    • etna.transforms.LimitTransform
  • Metrics
    • etna.metrics.Metric
    • etna.metrics.MetricWithMissingHandling
    • etna.metrics.MetricAggregationMode
    • etna.metrics.MetricMissingMode
    • etna.metrics.MAE
    • etna.metrics.MAPE
    • etna.metrics.MSE
    • etna.metrics.MSLE
    • etna.metrics.R2
    • etna.metrics.RMSE
    • etna.metrics.SMAPE
    • etna.metrics.WAPE
    • etna.metrics.MaxDeviation
    • etna.metrics.MedAE
    • etna.metrics.Sign
    • etna.metrics.MissingCounter
    • etna.metrics.Coverage
    • etna.metrics.Width
    • etna.metrics.compute_metrics
  • Pipelines
    • etna.pipeline.BasePipeline
    • etna.pipeline.Pipeline
    • etna.pipeline.AutoRegressivePipeline
    • etna.pipeline.HierarchicalPipeline
    • etna.pipeline.FoldMask
    • etna.pipeline.assemble_pipelines
  • Ensembles
    • etna.ensembles.DirectEnsemble
    • etna.ensembles.StackingEnsemble
    • etna.ensembles.VotingEnsemble
  • Analysis
    • etna.analysis.find_change_points
    • etna.analysis.plot_change_points_interactive
    • etna.analysis.plot_time_series_with_change_points
    • etna.analysis.plot_trend
    • etna.analysis.seasonal_plot
    • etna.analysis.stl_plot
    • etna.analysis.SeasonalPlotAggregation
    • etna.analysis.SeasonalPlotAlignment
    • etna.analysis.SeasonalPlotCycle
    • etna.analysis.acf_plot
    • etna.analysis.cross_corr_plot
    • etna.analysis.distribution_plot
    • etna.analysis.get_correlation_matrix
    • etna.analysis.plot_clusters
    • etna.analysis.plot_correlation_matrix
    • etna.analysis.plot_holidays
    • etna.analysis.plot_imputation
    • etna.analysis.plot_periodogram
    • etna.analysis.plot_feature_relevance
    • etna.analysis.ModelRelevanceTable
    • etna.analysis.RelevanceTable
    • etna.analysis.StatisticsRelevanceTable
    • etna.analysis.get_model_relevance_table
    • etna.analysis.get_statistics_relevance_table
    • etna.analysis.AggregationMode
    • etna.analysis.get_residuals
    • etna.analysis.metric_per_segment_distribution_plot
    • etna.analysis.plot_backtest
    • etna.analysis.plot_backtest_interactive
    • etna.analysis.plot_forecast
    • etna.analysis.plot_forecast_decomposition
    • etna.analysis.plot_metric_per_segment
    • etna.analysis.plot_residuals
    • etna.analysis.prediction_actual_scatter_plot
    • etna.analysis.qq_plot
    • etna.analysis.MetricPlotType
    • etna.analysis.PerFoldAggregation
    • etna.analysis.plot_anomalies
    • etna.analysis.plot_anomalies_interactive
    • etna.analysis.get_anomalies_density
    • etna.analysis.get_anomalies_hist
    • etna.analysis.get_anomalies_median
    • etna.analysis.get_anomalies_prediction_interval
    • etna.analysis.get_anomalies_iqr
    • etna.analysis.get_anomalies_isolation_forest
    • etna.analysis.get_anomalies_mad
  • Distributions
    • etna.distributions.BaseDistribution
    • etna.distributions.CategoricalDistribution
    • etna.distributions.FloatDistribution
    • etna.distributions.IntDistribution
  • Auto
    • etna.auto.Auto
    • etna.auto.Tune
    • etna.auto.Pool
    • etna.auto.runner.AbstractRunner
    • etna.auto.runner.LocalRunner
    • etna.auto.runner.ParallelLocalRunner
  • Reconciliation
    • etna.reconciliation.BaseReconciliator
    • etna.reconciliation.BottomUpReconciliator
    • etna.reconciliation.TopDownReconciliator
  • Clustering
    • etna.clustering.Distance
    • etna.clustering.Clustering
    • etna.clustering.HierarchicalClustering
    • etna.clustering.ClusteringLinkageMode
    • etna.clustering.DTWClustering
    • etna.clustering.EuclideanClustering
    • etna.clustering.DTWDistance
    • etna.clustering.EuclideanDistance
    • etna.clustering.DistanceMatrix
  • Loggers
    • etna.loggers.ConsoleLogger
    • etna.loggers.LocalFileLogger
    • etna.loggers.S3FileLogger
    • etna.loggers.WandbLogger
    • etna.loggers._Logger
  • Core
    • etna.core.BaseMixin
    • etna.core.load
  • CLI commands
  • Settings
    • etna.settings.Settings
  • Experimental
    • etna.experimental.change_points.get_ruptures_regularization
    • etna.experimental.classification.TimeSeriesBinaryClassifier
    • etna.experimental.classification.PredictabilityAnalyzer
    • etna.experimental.classification.feature_extraction.TSFreshFeatureExtractor
    • etna.experimental.classification.feature_extraction.WEASELFeatureExtractor
    • etna.experimental.prediction_intervals.BasePredictionIntervals
    • etna.experimental.prediction_intervals.NaiveVariancePredictionIntervals
    • etna.experimental.prediction_intervals.ConformalPredictionIntervals
    • etna.experimental.prediction_intervals.EmpiricalPredictionIntervals
    • etna.experimental.prediction_intervals.utils.residuals_matrices
  • API Reference
  • Analysis
  • etna.analysis.SeasonalPlotCycle

etna.analysis.SeasonalPlotCycle#

class SeasonalPlotCycle(value)[source]#

Bases: str, Enum

Enum for types of cycles in a seasonal plot.

Attributes

hour

Hour cycle.

day

Day cycle.

week

Week cycle.

month

Month cycle.

quarter

Quarter cycle.

year

Year cycle.

day = 'day'[source]#

Day cycle.

hour = 'hour'[source]#

Hour cycle.

month = 'month'[source]#

Month cycle.

quarter = 'quarter'[source]#

Quarter cycle.

week = 'week'[source]#

Week cycle.

year = 'year'[source]#

Year cycle.

On this page
  • SeasonalPlotCycle
    • SeasonalPlotCycle.day
    • SeasonalPlotCycle.hour
    • SeasonalPlotCycle.month
    • SeasonalPlotCycle.quarter
    • SeasonalPlotCycle.week
    • SeasonalPlotCycle.year
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