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