def train()

in ludwig/api.py [0:0]

• 37 lines of code
• 1 McCabe index (conditional complexity)

    def train(
            self,
            data_df=None,
            data_train_df=None,
            data_validation_df=None,
            data_test_df=None,
            data_csv=None,
            data_train_csv=None,
            data_validation_csv=None,
            data_test_csv=None,
            data_hdf5=None,
            data_train_hdf5=None,
            data_validation_hdf5=None,
            data_test_hdf5=None,
            data_dict=None,
            data_train_dict=None,
            data_validation_dict=None,
            data_test_dict=None,
            train_set_metadata_json=None,
            experiment_name='api_experiment',
            model_name='run',
            model_load_path=None,
            model_resume_path=None,
            skip_save_training_description=False,
            skip_save_training_statistics=False,
            skip_save_model=False,
            skip_save_progress=False,
            skip_save_log=False,
            skip_save_processed_input=False,
            output_directory='results',
            gpus=None,
            gpu_memory_limit=None,
            allow_parallel_threads=True,
            use_horovod=None,
            random_seed=42,
            debug=False,
            **kwargs