BaseModel
=========

.. currentmodule:: pytorch_forecasting.models.base_model


.. autoclass:: BaseModel
   :members:
   :show-inheritance:
   :exclude-members: __init__
     
   

   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   
   .. rubric:: Methods

   .. autosummary::
   
      ~BaseModel.configure_optimizers
      ~BaseModel.create_log
      ~BaseModel.deduce_default_output_parameters
      ~BaseModel.forward
      ~BaseModel.from_dataset
      ~BaseModel.log
      ~BaseModel.log_gradient_flow
      ~BaseModel.log_metrics
      ~BaseModel.log_prediction
      ~BaseModel.on_after_backward
      ~BaseModel.on_epoch_end
      ~BaseModel.on_load_checkpoint
      ~BaseModel.on_save_checkpoint
      ~BaseModel.on_test_epoch_end
      ~BaseModel.on_train_epoch_end
      ~BaseModel.on_validation_epoch_end
      ~BaseModel.plot_prediction
      ~BaseModel.predict
      ~BaseModel.predict_dependency
      ~BaseModel.predict_step
      ~BaseModel.size
      ~BaseModel.step
      ~BaseModel.test_step
      ~BaseModel.to_prediction
      ~BaseModel.to_quantiles
      ~BaseModel.training_step
      ~BaseModel.transform_output
      ~BaseModel.validation_step