├── .gitattributes ├── .idea ├── .gitignore ├── 1.iml ├── inspectionProfiles │ ├── Project_Default.xml │ └── profiles_settings.xml ├── misc.xml └── modules.xml ├── README.md ├── bin ├── csv_to_numpy.py ├── pic.py └── prediction.py ├── data ├── 2000.csv ├── 2000_train_data.npy ├── 2001.csv ├── 2001_train_data.npy ├── 2002.csv ├── 2002_test_data.npy ├── test_input.npy ├── test_label.npy ├── train_input.npy └── train_label.npy ├── dataset_construction ├── Dataset.py ├── __pycache__ │ └── Dataset.cpython-38.pyc ├── dataset_pepare.py └── train_test_dataset_division.py ├── models ├── GRU_model.py └── __pycache__ │ └── GRU_model.cpython-38.pyc ├── prediction_result ├── prediction_2002.npy ├── train_loss.npy └── true_value_2002.npy ├── trained_model_parameter ├── model_0.00059.pt ├── model_0.00060.pt ├── model_0.00071.pt ├── model_0.00184.pt ├── model_3.19863.pt ├── model_3.44202.pt ├── model_3.71496.pt ├── model_37.26174.pt ├── model_4.41985.pt └── model_6.84090.pt ├── try_pytorch.py └── 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