TSDataset
=========

.. currentmodule:: etna.datasets.tsdataset


.. autoclass:: TSDataset
   :members:
   :show-inheritance:
   :exclude-members: __init__
     
   
   :inherited-members:
   

   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   .. rubric:: Methods

   .. autosummary::
   
      ~TSDataset.add_columns_from_pandas
      ~TSDataset.add_target_components
      ~TSDataset.describe
      ~TSDataset.drop_features
      ~TSDataset.drop_target_components
      ~TSDataset.fit_transform
      ~TSDataset.get_level_dataset
      ~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.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.idx
      ~TSDataset.index
      ~TSDataset.loc
      ~TSDataset.regressors
      ~TSDataset.segments
      ~TSDataset.target_components_names
      ~TSDataset.target_quantiles_names