pytorch\_forecasting.data.timeseries.TimeSeriesDataSet
======================================================

.. currentmodule:: pytorch_forecasting.data.timeseries

.. autoclass:: TimeSeriesDataSet

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~TimeSeriesDataSet.__add__
      ~TimeSeriesDataSet.__class_getitem__
      ~TimeSeriesDataSet.__delattr__
      ~TimeSeriesDataSet.__dir__
      ~TimeSeriesDataSet.__eq__
      ~TimeSeriesDataSet.__format__
      ~TimeSeriesDataSet.__ge__
      ~TimeSeriesDataSet.__getattribute__
      ~TimeSeriesDataSet.__getitem__
      ~TimeSeriesDataSet.__getstate__
      ~TimeSeriesDataSet.__gt__
      ~TimeSeriesDataSet.__hash__
      ~TimeSeriesDataSet.__init_subclass__
      ~TimeSeriesDataSet.__le__
      ~TimeSeriesDataSet.__len__
      ~TimeSeriesDataSet.__lt__
      ~TimeSeriesDataSet.__ne__
      ~TimeSeriesDataSet.__new__
      ~TimeSeriesDataSet.__reduce__
      ~TimeSeriesDataSet.__reduce_ex__
      ~TimeSeriesDataSet.__repr__
      ~TimeSeriesDataSet.__setattr__
      ~TimeSeriesDataSet.__sizeof__
      ~TimeSeriesDataSet.__str__
      ~TimeSeriesDataSet.__subclasshook__
      ~TimeSeriesDataSet._check_params
      ~TimeSeriesDataSet._check_tensors
      ~TimeSeriesDataSet._collate_fn
      ~TimeSeriesDataSet._construct_index
      ~TimeSeriesDataSet._data_properties
      ~TimeSeriesDataSet._data_to_tensors
      ~TimeSeriesDataSet._get_auto_normalizer
      ~TimeSeriesDataSet._get_lagged_names
      ~TimeSeriesDataSet._preprocess_data
      ~TimeSeriesDataSet._set_lagged_variables
      ~TimeSeriesDataSet._set_target_normalizer
      ~TimeSeriesDataSet._validate_data
      ~TimeSeriesDataSet.calculate_decoder_length
      ~TimeSeriesDataSet.filter
      ~TimeSeriesDataSet.from_dataset
      ~TimeSeriesDataSet.from_parameters
      ~TimeSeriesDataSet.get_parameters
      ~TimeSeriesDataSet.get_transformer
      ~TimeSeriesDataSet.load
      ~TimeSeriesDataSet.plot_randomization
      ~TimeSeriesDataSet.reset_overwrite_values
      ~TimeSeriesDataSet.save
      ~TimeSeriesDataSet.set_overwrite_values
      ~TimeSeriesDataSet.to_dataloader
      ~TimeSeriesDataSet.transform_values
      ~TimeSeriesDataSet.x_to_index
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~TimeSeriesDataSet.__annotations__
      ~TimeSeriesDataSet.__dict__
      ~TimeSeriesDataSet.__doc__
      ~TimeSeriesDataSet.__module__
      ~TimeSeriesDataSet.__orig_bases__
      ~TimeSeriesDataSet.__parameters__
      ~TimeSeriesDataSet.__weakref__
      ~TimeSeriesDataSet._group_ids
      ~TimeSeriesDataSet._group_ids_mapping
      ~TimeSeriesDataSet.categoricals
      ~TimeSeriesDataSet.decoded_index
      ~TimeSeriesDataSet.dropout_categoricals
      ~TimeSeriesDataSet.flat_categoricals
      ~TimeSeriesDataSet.lagged_targets
      ~TimeSeriesDataSet.lagged_variables
      ~TimeSeriesDataSet.max_lag
      ~TimeSeriesDataSet.min_lag
      ~TimeSeriesDataSet.multi_target
      ~TimeSeriesDataSet.reals
      ~TimeSeriesDataSet.target_names
      ~TimeSeriesDataSet.target_normalizers
      ~TimeSeriesDataSet.variable_to_group_mapping