.. Template is based on github.com/jdb78/pytorch-forecasting/tree/v0.9.2/docs/source under MIT License

etna.datasets.TSDataset
=======================

.. currentmodule:: etna.datasets

.. autoclass:: TSDataset

   
   

   
   
   
   

   

   
   .. rubric:: Methods
   .. autosummary::
   
      ~TSDataset.add_columns_from_pandas
   
      ~TSDataset.add_prediction_intervals
   
      ~TSDataset.add_target_components
   
      ~TSDataset.create_from_misaligned
   
      ~TSDataset.describe
   
      ~TSDataset.drop_features
   
      ~TSDataset.drop_prediction_intervals
   
      ~TSDataset.drop_target_components
   
      ~TSDataset.fit_transform
   
      ~TSDataset.get_level_dataset
   
      ~TSDataset.get_prediction_intervals
   
      ~TSDataset.get_target_components
   
      ~TSDataset.has_hierarchy
   
      ~TSDataset.head
   
      ~TSDataset.info
   
      ~TSDataset.inverse_transform
   
      ~TSDataset.isnull
   
      ~TSDataset.level_names
   
      ~TSDataset.make_future
   
      ~TSDataset.plot
   
      ~TSDataset.size
   
      ~TSDataset.tail
   
      ~TSDataset.to_dataset
   
      ~TSDataset.to_flatten
   
      ~TSDataset.to_hierarchical_dataset
   
      ~TSDataset.to_pandas
   
      ~TSDataset.to_torch_dataset
   
      ~TSDataset.train_test_split
   
      ~TSDataset.transform
   
      ~TSDataset.tsdataset_idx_slice
   
      ~TSDataset.update_columns_from_pandas
   
   

   

   
   

   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   

   
   .. rubric:: Attributes

   

   .. autosummary::
   
      ~TSDataset.columns
   
      ~TSDataset.features
   
      ~TSDataset.idx
   
      ~TSDataset.index
   
      ~TSDataset.loc
   
      ~TSDataset.prediction_intervals_names
   
      ~TSDataset.regressors
   
      ~TSDataset.segments
   
      ~TSDataset.target_components_names
   
      ~TSDataset.target_quantiles_names