pytorch\_forecasting.models.nbeats.NBeats ========================================= .. currentmodule:: pytorch_forecasting.models.nbeats .. autoclass:: NBeats .. automethod:: __init__ .. rubric:: Methods .. autosummary:: ~NBeats.__call__ ~NBeats.__delattr__ ~NBeats.__dir__ ~NBeats.__eq__ ~NBeats.__format__ ~NBeats.__ge__ ~NBeats.__getattr__ ~NBeats.__getattribute__ ~NBeats.__getstate__ ~NBeats.__gt__ ~NBeats.__hash__ ~NBeats.__init_subclass__ ~NBeats.__le__ ~NBeats.__lt__ ~NBeats.__ne__ ~NBeats.__new__ ~NBeats.__reduce__ ~NBeats.__reduce_ex__ ~NBeats.__repr__ ~NBeats.__setattr__ ~NBeats.__setstate__ ~NBeats.__sizeof__ ~NBeats.__str__ ~NBeats.__subclasshook__ ~NBeats._apply ~NBeats._apply_batch_transfer_handler ~NBeats._call_batch_hook ~NBeats._call_impl ~NBeats._get_backward_hooks ~NBeats._get_backward_pre_hooks ~NBeats._get_name ~NBeats._load_from_state_dict ~NBeats._log_dict_through_fabric ~NBeats._logger_supports ~NBeats._maybe_warn_non_full_backward_hook ~NBeats._named_members ~NBeats._on_before_batch_transfer ~NBeats._pkg ~NBeats._register_load_state_dict_pre_hook ~NBeats._register_state_dict_hook ~NBeats._replicate_for_data_parallel ~NBeats._save_to_state_dict ~NBeats._set_hparams ~NBeats._slow_forward ~NBeats._to_hparams_dict ~NBeats._verify_is_manual_optimization ~NBeats._wrapped_call_impl ~NBeats.add_module ~NBeats.all_gather ~NBeats.apply ~NBeats.backward ~NBeats.bfloat16 ~NBeats.buffers ~NBeats.children ~NBeats.clip_gradients ~NBeats.compile ~NBeats.configure_callbacks ~NBeats.configure_gradient_clipping ~NBeats.configure_model ~NBeats.configure_optimizers ~NBeats.configure_sharded_model ~NBeats.cpu ~NBeats.create_log ~NBeats.cuda ~NBeats.deduce_default_output_parameters ~NBeats.double ~NBeats.eval ~NBeats.extra_repr ~NBeats.float ~NBeats.forward ~NBeats.freeze ~NBeats.from_dataset ~NBeats.get_buffer ~NBeats.get_extra_state ~NBeats.get_parameter ~NBeats.get_submodule ~NBeats.half ~NBeats.ipu ~NBeats.load_from_checkpoint ~NBeats.load_state_dict ~NBeats.log ~NBeats.log_dict ~NBeats.log_gradient_flow ~NBeats.log_interpretation ~NBeats.log_metrics ~NBeats.log_prediction ~NBeats.lr_scheduler_step ~NBeats.lr_schedulers ~NBeats.manual_backward ~NBeats.modules ~NBeats.mtia ~NBeats.named_buffers ~NBeats.named_children ~NBeats.named_modules ~NBeats.named_parameters ~NBeats.on_after_backward ~NBeats.on_after_batch_transfer ~NBeats.on_before_backward ~NBeats.on_before_batch_transfer ~NBeats.on_before_optimizer_step ~NBeats.on_before_zero_grad ~NBeats.on_epoch_end ~NBeats.on_fit_end ~NBeats.on_fit_start ~NBeats.on_load_checkpoint ~NBeats.on_predict_batch_end ~NBeats.on_predict_batch_start ~NBeats.on_predict_end ~NBeats.on_predict_epoch_end ~NBeats.on_predict_epoch_start ~NBeats.on_predict_model_eval ~NBeats.on_predict_start ~NBeats.on_save_checkpoint ~NBeats.on_test_batch_end ~NBeats.on_test_batch_start ~NBeats.on_test_end ~NBeats.on_test_epoch_end ~NBeats.on_test_epoch_start ~NBeats.on_test_model_eval ~NBeats.on_test_model_train ~NBeats.on_test_start ~NBeats.on_train_batch_end ~NBeats.on_train_batch_start ~NBeats.on_train_end ~NBeats.on_train_epoch_end ~NBeats.on_train_epoch_start ~NBeats.on_train_start ~NBeats.on_validation_batch_end ~NBeats.on_validation_batch_start ~NBeats.on_validation_end ~NBeats.on_validation_epoch_end ~NBeats.on_validation_epoch_start ~NBeats.on_validation_model_eval ~NBeats.on_validation_model_train ~NBeats.on_validation_model_zero_grad ~NBeats.on_validation_start ~NBeats.optimizer_step ~NBeats.optimizer_zero_grad ~NBeats.optimizers ~NBeats.parameters ~NBeats.plot_interpretation ~NBeats.plot_prediction ~NBeats.predict ~NBeats.predict_dataloader ~NBeats.predict_dependency ~NBeats.predict_step ~NBeats.prepare_data ~NBeats.print ~NBeats.register_backward_hook ~NBeats.register_buffer ~NBeats.register_forward_hook ~NBeats.register_forward_pre_hook ~NBeats.register_full_backward_hook ~NBeats.register_full_backward_pre_hook ~NBeats.register_load_state_dict_post_hook ~NBeats.register_load_state_dict_pre_hook ~NBeats.register_module ~NBeats.register_parameter ~NBeats.register_state_dict_post_hook ~NBeats.register_state_dict_pre_hook ~NBeats.remove_ignored_hparams ~NBeats.requires_grad_ ~NBeats.save_hyperparameters ~NBeats.set_extra_state ~NBeats.set_submodule ~NBeats.setup ~NBeats.share_memory ~NBeats.size ~NBeats.state_dict ~NBeats.step ~NBeats.teardown ~NBeats.test_dataloader ~NBeats.test_step ~NBeats.to ~NBeats.to_empty ~NBeats.to_network_output ~NBeats.to_onnx ~NBeats.to_prediction ~NBeats.to_quantiles ~NBeats.to_tensorrt ~NBeats.to_torchscript ~NBeats.toggle_optimizer ~NBeats.toggled_optimizer ~NBeats.train ~NBeats.train_dataloader ~NBeats.training_step ~NBeats.transfer_batch_to_device ~NBeats.transform_output ~NBeats.type ~NBeats.unfreeze ~NBeats.untoggle_optimizer ~NBeats.val_dataloader ~NBeats.validation_step ~NBeats.xpu ~NBeats.zero_grad .. rubric:: Attributes .. autosummary:: ~NBeats.CHECKPOINT_HYPER_PARAMS_KEY ~NBeats.CHECKPOINT_HYPER_PARAMS_NAME ~NBeats.CHECKPOINT_HYPER_PARAMS_SPECIAL_KEY ~NBeats.CHECKPOINT_HYPER_PARAMS_TYPE ~NBeats.T_destination ~NBeats.__annotations__ ~NBeats.__dict__ ~NBeats.__doc__ ~NBeats.__jit_unused_properties__ ~NBeats.__module__ ~NBeats.__weakref__ ~NBeats._compiled_call_impl ~NBeats._jit_is_scripting ~NBeats._version ~NBeats.automatic_optimization ~NBeats.call_super_init ~NBeats.current_epoch ~NBeats.current_stage ~NBeats.device ~NBeats.device_mesh ~NBeats.dtype ~NBeats.dump_patches ~NBeats.example_input_array ~NBeats.fabric ~NBeats.global_rank ~NBeats.global_step ~NBeats.hparams ~NBeats.hparams_initial ~NBeats.local_rank ~NBeats.log_interval ~NBeats.logger ~NBeats.loggers ~NBeats.n_targets ~NBeats.on_gpu ~NBeats.predicting ~NBeats.strict_loading ~NBeats.target_names ~NBeats.trainer ~NBeats.training ~NBeats._parameters ~NBeats._buffers ~NBeats._non_persistent_buffers_set ~NBeats._backward_pre_hooks ~NBeats._backward_hooks ~NBeats._is_full_backward_hook ~NBeats._forward_hooks ~NBeats._forward_hooks_with_kwargs ~NBeats._forward_hooks_always_called ~NBeats._forward_pre_hooks ~NBeats._forward_pre_hooks_with_kwargs ~NBeats._state_dict_hooks ~NBeats._load_state_dict_pre_hooks ~NBeats._state_dict_pre_hooks ~NBeats._load_state_dict_post_hooks ~NBeats._modules