pytorch\_forecasting.models.tide.\_tide\_dsipts.\_tide\_v2.TIDE =============================================================== .. currentmodule:: pytorch_forecasting.models.tide._tide_dsipts._tide_v2 .. autoclass:: TIDE .. automethod:: __init__ .. rubric:: Methods .. autosummary:: ~TIDE.__call__ ~TIDE.__delattr__ ~TIDE.__dir__ ~TIDE.__eq__ ~TIDE.__format__ ~TIDE.__ge__ ~TIDE.__getattr__ ~TIDE.__getattribute__ ~TIDE.__getstate__ ~TIDE.__gt__ ~TIDE.__hash__ ~TIDE.__init_subclass__ ~TIDE.__le__ ~TIDE.__lt__ ~TIDE.__ne__ ~TIDE.__new__ ~TIDE.__reduce__ ~TIDE.__reduce_ex__ ~TIDE.__repr__ ~TIDE.__setattr__ ~TIDE.__setstate__ ~TIDE.__sizeof__ ~TIDE.__str__ ~TIDE.__subclasshook__ ~TIDE._apply ~TIDE._apply_batch_transfer_handler ~TIDE._call_batch_hook ~TIDE._call_impl ~TIDE._get_backward_hooks ~TIDE._get_backward_pre_hooks ~TIDE._get_name ~TIDE._get_optimizer ~TIDE._get_scheduler ~TIDE._load_from_state_dict ~TIDE._log_dict_through_fabric ~TIDE._maybe_warn_non_full_backward_hook ~TIDE._named_members ~TIDE._on_before_batch_transfer ~TIDE._pkg ~TIDE._register_load_state_dict_pre_hook ~TIDE._register_state_dict_hook ~TIDE._replicate_for_data_parallel ~TIDE._save_to_state_dict ~TIDE._set_hparams ~TIDE._slow_forward ~TIDE._to_hparams_dict ~TIDE._verify_is_manual_optimization ~TIDE._wrapped_call_impl ~TIDE.add_module ~TIDE.all_gather ~TIDE.apply ~TIDE.backward ~TIDE.bfloat16 ~TIDE.buffers ~TIDE.cat_categorical_vars ~TIDE.children ~TIDE.clip_gradients ~TIDE.compile ~TIDE.configure_callbacks ~TIDE.configure_gradient_clipping ~TIDE.configure_model ~TIDE.configure_optimizers ~TIDE.configure_sharded_model ~TIDE.cpu ~TIDE.cuda ~TIDE.double ~TIDE.eval ~TIDE.extra_repr ~TIDE.float ~TIDE.forward ~TIDE.freeze ~TIDE.get_buffer ~TIDE.get_extra_state ~TIDE.get_parameter ~TIDE.get_submodule ~TIDE.half ~TIDE.ipu ~TIDE.load_from_checkpoint ~TIDE.load_state_dict ~TIDE.log ~TIDE.log_dict ~TIDE.log_metrics ~TIDE.lr_scheduler_step ~TIDE.lr_schedulers ~TIDE.manual_backward ~TIDE.modules ~TIDE.mtia ~TIDE.named_buffers ~TIDE.named_children ~TIDE.named_modules ~TIDE.named_parameters ~TIDE.on_after_backward ~TIDE.on_after_batch_transfer ~TIDE.on_before_backward ~TIDE.on_before_batch_transfer ~TIDE.on_before_optimizer_step ~TIDE.on_before_zero_grad ~TIDE.on_fit_end ~TIDE.on_fit_start ~TIDE.on_load_checkpoint ~TIDE.on_predict_batch_end ~TIDE.on_predict_batch_start ~TIDE.on_predict_end ~TIDE.on_predict_epoch_end ~TIDE.on_predict_epoch_start ~TIDE.on_predict_model_eval ~TIDE.on_predict_start ~TIDE.on_save_checkpoint ~TIDE.on_test_batch_end ~TIDE.on_test_batch_start ~TIDE.on_test_end ~TIDE.on_test_epoch_end ~TIDE.on_test_epoch_start ~TIDE.on_test_model_eval ~TIDE.on_test_model_train ~TIDE.on_test_start ~TIDE.on_train_batch_end ~TIDE.on_train_batch_start ~TIDE.on_train_end ~TIDE.on_train_epoch_end ~TIDE.on_train_epoch_start ~TIDE.on_train_start ~TIDE.on_validation_batch_end ~TIDE.on_validation_batch_start ~TIDE.on_validation_end ~TIDE.on_validation_epoch_end ~TIDE.on_validation_epoch_start ~TIDE.on_validation_model_eval ~TIDE.on_validation_model_train ~TIDE.on_validation_model_zero_grad ~TIDE.on_validation_start ~TIDE.optimizer_step ~TIDE.optimizer_zero_grad ~TIDE.optimizers ~TIDE.parameters ~TIDE.predict ~TIDE.predict_dataloader ~TIDE.predict_step ~TIDE.prepare_data ~TIDE.print ~TIDE.register_backward_hook ~TIDE.register_buffer ~TIDE.register_forward_hook ~TIDE.register_forward_pre_hook ~TIDE.register_full_backward_hook ~TIDE.register_full_backward_pre_hook ~TIDE.register_load_state_dict_post_hook ~TIDE.register_load_state_dict_pre_hook ~TIDE.register_module ~TIDE.register_parameter ~TIDE.register_state_dict_post_hook ~TIDE.register_state_dict_pre_hook ~TIDE.remove_ignored_hparams ~TIDE.remove_var ~TIDE.requires_grad_ ~TIDE.save_hyperparameters ~TIDE.set_extra_state ~TIDE.set_submodule ~TIDE.setup ~TIDE.share_memory ~TIDE.state_dict ~TIDE.teardown ~TIDE.test_dataloader ~TIDE.test_step ~TIDE.to ~TIDE.to_empty ~TIDE.to_onnx ~TIDE.to_prediction ~TIDE.to_quantiles ~TIDE.to_tensorrt ~TIDE.to_torchscript ~TIDE.toggle_optimizer ~TIDE.toggled_optimizer ~TIDE.train ~TIDE.train_dataloader ~TIDE.training_step ~TIDE.transfer_batch_to_device ~TIDE.type ~TIDE.unfreeze ~TIDE.untoggle_optimizer ~TIDE.val_dataloader ~TIDE.validation_step ~TIDE.xpu ~TIDE.zero_grad .. rubric:: Attributes .. autosummary:: ~TIDE.CHECKPOINT_HYPER_PARAMS_KEY ~TIDE.CHECKPOINT_HYPER_PARAMS_NAME ~TIDE.CHECKPOINT_HYPER_PARAMS_TYPE ~TIDE.T_destination ~TIDE._OPTIMIZER_REGISTRY ~TIDE._SCHEDULER_REGISTRY ~TIDE.__annotations__ ~TIDE.__dict__ ~TIDE.__doc__ ~TIDE.__jit_unused_properties__ ~TIDE.__module__ ~TIDE.__weakref__ ~TIDE._compiled_call_impl ~TIDE._jit_is_scripting ~TIDE._version ~TIDE.automatic_optimization ~TIDE.call_super_init ~TIDE.current_epoch ~TIDE.device ~TIDE.device_mesh ~TIDE.dtype ~TIDE.dump_patches ~TIDE.example_input_array ~TIDE.fabric ~TIDE.global_rank ~TIDE.global_step ~TIDE.hparams ~TIDE.hparams_initial ~TIDE.local_rank ~TIDE.logger ~TIDE.loggers ~TIDE.on_gpu ~TIDE.strict_loading ~TIDE.trainer ~TIDE.training ~TIDE._parameters ~TIDE._buffers ~TIDE._non_persistent_buffers_set ~TIDE._backward_pre_hooks ~TIDE._backward_hooks ~TIDE._is_full_backward_hook ~TIDE._forward_hooks ~TIDE._forward_hooks_with_kwargs ~TIDE._forward_hooks_always_called ~TIDE._forward_pre_hooks ~TIDE._forward_pre_hooks_with_kwargs ~TIDE._state_dict_hooks ~TIDE._load_state_dict_pre_hooks ~TIDE._state_dict_pre_hooks ~TIDE._load_state_dict_post_hooks ~TIDE._modules