├── .idea ├── .gitignore ├── Relax_Voltage.iml ├── inspectionProfiles │ └── profiles_settings.xml ├── misc.xml ├── modules.xml └── vcs.xml ├── CNN_BAO.py ├── CNN_best_params.pkl ├── LSTM.py ├── ML_Mult_Experiments_Results ├── ElasticNet.csv ├── MLP.csv ├── RFR.csv ├── SVR.csv └── XGB.csv ├── ML_model.py ├── MMD ├── DaNN.py ├── data_loader.py ├── main.py └── mmd.py ├── NO_TL.py ├── README.md ├── TL_Dataset2.py ├── TL_Dataset2_best_params.pkl ├── TL_MMD.py ├── TL_MMD_best_params.pkl ├── __pycache__ ├── lib.cpython-39.pyc └── mmd.cpython-39.pyc ├── dataset ├── capacity.mat ├── ev_cycling.pkl ├── ev_diag.pkl ├── ev_meas_point.pkl └── train_sample.pkl ├── dataset2 ├── Dataset_1_NCA_battery.xlsx └── Dataset_2_NCM_battery.xlsx ├── ev_cnn-ZSL.py ├── ev_cnn.py ├── ev_cnn_FT.py ├── ev_cnn_mmd.py ├── ev_res ├── CNN-FT │ ├── CNN_FT_W10 │ ├── CNN_FT_W5 │ ├── CNN_FT_W8 │ ├── CNN_FT_W9 │ ├── CNN_FT_test_res.csv │ ├── CNN_ev_best_hparams_W10.pkl │ ├── CNN_ev_best_hparams_W5.pkl │ ├── CNN_ev_best_hparams_W8.pkl │ └── CNN_ev_best_hparams_W9.pkl ├── CNN-ZSL │ └── CNN_test_res.csv ├── CNN │ ├── CNN_W10 │ ├── CNN_W5 │ ├── CNN_W8 │ ├── CNN_W9 │ ├── CNN_ev_best_hparams_W10.pkl │ ├── CNN_ev_best_hparams_W5.pkl │ ├── CNN_ev_best_hparams_W8.pkl │ ├── CNN_ev_best_hparams_W9.pkl │ └── CNN_test_res.csv └── MK-MMD │ ├── MK-MMD_W10 │ ├── MK-MMD_W5 │ ├── MK-MMD_W8 │ ├── MK-MMD_W9 │ ├── MK-MMD_test_res.csv │ ├── best_hparams_W10.pkl │ ├── best_hparams_W5.pkl │ ├── best_hparams_W8.pkl │ └── best_hparams_W9.pkl ├── lib.py ├── mmd.py ├── model_save ├── CNN ├── CNN2 ├── LSTM ├── MMD_TL_Dataset2 ├── No_TL_Dataset2 └── TL_Dataset2 ├── process_mat.py ├── process_mat2.py └── process_mat3.py /.idea/.gitignore: -------------------------------------------------------------------------------- 1 | # 默认忽略的文件 2 | /shelf/ 3 | /workspace.xml 4 | -------------------------------------------------------------------------------- /.idea/Relax_Voltage.iml: 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