ForecastingModule
=================

.. currentmodule:: deep_time_series.core

.. autoclass:: ForecastingModule
   :members:
   :show-inheritance:
   :special-members: __call__, __add__, __mul__

   
   
   .. rubric:: Methods

   .. autosummary::
      :nosignatures:
   
      ~ForecastingModule.calculate_loss
      ~ForecastingModule.compute_metrics
      ~ForecastingModule.decode
      ~ForecastingModule.decode_eval
      ~ForecastingModule.decode_train
      ~ForecastingModule.encode
      ~ForecastingModule.forward
      ~ForecastingModule.forward_metrics
      ~ForecastingModule.make_chunk_specs
      ~ForecastingModule.on_test_epoch_end
      ~ForecastingModule.on_train_epoch_end
      ~ForecastingModule.on_validation_epoch_end
      ~ForecastingModule.reset_metrics
      ~ForecastingModule.test_step
      ~ForecastingModule.training_step
      ~ForecastingModule.update_metrics
      ~ForecastingModule.validation_step
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~ForecastingModule.decoding_length
      ~ForecastingModule.encoding_length
      ~ForecastingModule.head
      ~ForecastingModule.heads
      ~ForecastingModule.training