├── README.md ├── datasets ├── ausgrid_weekly_dataset.txt ├── ausgrid_weekly_results.txt ├── dominick_cat_dataset.txt ├── dominick_cat_results.txt ├── kaggle_web_traffic_weekly_dataset.txt ├── kaggle_web_traffic_weekly_results.txt ├── m4_weekly_dataset.txt ├── m4_weekly_results.txt ├── nn5_weekly_dataset.txt ├── nn5_weekly_results.txt ├── solar_weekly_dataset.txt ├── solar_weekly_results.txt ├── traffic_weekly_dataset.txt └── traffic_weekly_results.txt ├── generic_model_tester.py ├── generic_model_trainer.py ├── models ├── global_rnn │ ├── configs │ │ ├── global_configs.py │ │ └── initial_hyperparameter_values │ │ │ └── nn5_weekly │ ├── external_packages │ │ └── cocob_optimizer │ │ │ ├── __init__.py │ │ │ └── cocob_optimizer.py │ ├── preprocess_scripts │ │ ├── test │ │ │ ├── create_tfrecords.py │ │ │ ├── m4_weekly_test.R │ │ │ ├── m4_weekly_train_validation.R │ │ │ ├── nn5_weekly_test.R │ │ │ └── nn5_weekly_train_validation.R │ │ └── validation │ │ │ ├── create_tfrecords.py │ │ │ ├── m4_weekly_test.R │ │ │ ├── m4_weekly_validation.R │ │ │ ├── nn5_weekly_test.R │ │ │ └── nn5_weekly_validation.R │ ├── rnn_architectures │ │ └── stacking_model │ │ │ ├── stacking_model_tester.py │ │ │ └── stacking_model_trainer.py │ ├── tfrecords_handler │ │ └── moving_window │ │ │ ├── tfrecord_reader.py │ │ │ └── tfrecord_writer.py │ └── utility_scripts │ │ ├── convert_forecasts.R │ │ ├── execution_scripts │ │ └── rnn_experiments.sh │ │ ├── hyperparameter_scripts │ │ ├── hyperparameter_config_reader.py │ │ └── hyperparameter_summary_generator.py │ │ ├── invoke_r_final_evaluation.py │ │ ├── persist_optimized_config_results.py │ │ └── time_series_length_calculator.py └── sub_model_forecast_calculator.R ├── optimized_trainer.py ├── utils ├── error_calculator.R ├── feature_calculator.R └── forecast_helper.R ├── weekly_experiments.R └── weekly_forecasting_model.R /README.md: -------------------------------------------------------------------------------- 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