Welcome to ETNA’s documentation¶
- Tutorials
- Models
- AutoARIMAModel
- BATSModel
- BaseAdapter
- CatBoostMultiSegmentModel
- CatBoostPerSegmentModel
- DeadlineMovingAverageModel
- DeepARModel
- DeepStateModel
- ElasticMultiSegmentModel
- ElasticPerSegmentModel
- HoltModel
- HoltWintersModel
- LinearMultiSegmentModel
- LinearPerSegmentModel
- MLPModel
- MovingAverageModel
- NBeatsGenericModel
- NBeatsInterpretableModel
- NaiveModel
- NonPredictionIntervalContextIgnorantAbstractModel
- NonPredictionIntervalContextRequiredAbstractModel
- PatchTSModel
- PredictionIntervalContextIgnorantAbstractModel
- PredictionIntervalContextRequiredAbstractModel
- ProphetModel
- PytorchForecastingDatasetBuilder
- RNNModel
- SARIMAXModel
- SeasonalMovingAverageModel
- SimpleExpSmoothingModel
- SklearnMultiSegmentModel
- SklearnPerSegmentModel
- StatsForecastARIMAModel
- StatsForecastAutoARIMAModel
- StatsForecastAutoCESModel
- StatsForecastAutoETSModel
- StatsForecastAutoThetaModel
- TBATSModel
- TFTModel
- Datasets
- Metrics
- Transforms
- AddConstTransform
- BaseChangePointsTransform
- BoxCoxTransform
- ChangePointsLevelTransform
- ChangePointsSegmentationTransform
- ChangePointsTrendTransform
- DateFlagsTransform
- DensityOutliersTransform
- DeseasonalityTransform
- DifferencingTransform
- ExogShiftTransform
- FilterFeaturesTransform
- FourierTransform
- GaleShapleyFeatureSelectionTransform
- HolidayTransform
- IrreversibleChangePointsTransform
- IrreversiblePerSegmentWrapper
- IrreversibleTransform
- LabelEncoderTransform
- LagTransform
- LambdaTransform
- LinearTrendTransform
- LogTransform
- MADTransform
- MRMRFeatureSelectionTransform
- MaxAbsScalerTransform
- MaxTransform
- MeanSegmentEncoderTransform
- MeanTransform
- MedianOutliersTransform
- MedianTransform
- MinMaxDifferenceTransform
- MinMaxScalerTransform
- MinTransform
- OneHotEncoderTransform
- OneSegmentTransform
- PerSegmentWrapper
- PredictionIntervalOutliersTransform
- QuantileTransform
- ResampleWithDistributionTransform
- ReversibleChangePointsTransform
- ReversiblePerSegmentWrapper
- ReversibleTransform
- RobustScalerTransform
- STLTransform
- SegmentEncoderTransform
- SpecialDaysTransform
- StandardScalerTransform
- StdTransform
- SumTransform
- TheilSenTrendTransform
- TimeFlagsTransform
- TimeSeriesImputerTransform
- Transform
- TreeFeatureSelectionTransform
- TrendTransform
- YeoJohnsonTransform
- Ensembles
- Pipelines
- Reconciliation
- Analysis
- AggregationMode
- ModelRelevanceTable
- RelevanceTable
- StatisticsRelevanceTable
- absolute_difference_distance
- acf_plot
- cross_corr_plot
- distribution_plot
- find_change_points
- get_anomalies_density
- get_anomalies_hist
- get_anomalies_median
- get_anomalies_prediction_interval
- get_correlation_matrix
- get_model_relevance_table
- get_residuals
- get_statistics_relevance_table
- metric_per_segment_distribution_plot
- plot_anomalies
- plot_anomalies_interactive
- plot_backtest
- plot_backtest_interactive
- plot_change_points_interactive
- plot_clusters
- plot_correlation_matrix
- plot_feature_relevance
- plot_forecast
- plot_forecast_decomposition
- plot_holidays
- plot_imputation
- plot_metric_per_segment
- plot_periodogram
- plot_residuals
- plot_time_series_with_change_points
- plot_trend
- prediction_actual_scatter_plot
- qq_plot
- seasonal_plot
- stl_plot
- Auto
- Clustering
- Loggers
- CLI commands
- Settings
- Installation guide for Apple M1 (ARM)
- API