├── README.md ├── README_zh.md ├── data ├── NCA(Unstratified).csv ├── NCA+NCM(Unstratified).csv ├── NCM(Unstratified).csv ├── Raw_RV_Data.csv └── Statistical_RV_Data.csv ├── data_provider ├── __pycache__ │ ├── data_factory.cpython-39.pyc │ ├── data_loader.cpython-39.pyc │ ├── timefeatures.cpython-39.pyc │ └── uea.cpython-39.pyc ├── data_factory.py ├── data_loader.py ├── timefeatures.py └── uea.py ├── exp ├── __pycache__ │ └── exp_long_term_forecasting.cpython-39.pyc └── exp_long_term_forecasting.py ├── layers ├── Encoder.py ├── InvertPatchEmbedding.py └── SelfAttention.py ├── models └── DIPformer.py ├── requirements.txt ├── results ├── long_term_forecast_test_Patchiii_ETTh1_ftMS_sl2_ll1_pl1_dm32_nh8_el2_dl1_df2048_fc1_ebtimeF_dtTrue_test_0 PS21 │ ├── metrics.npy │ ├── pred.npy │ └── true.npy ├── long_term_forecast_test_Patchiii_ETTh1_ftMS_sl2_ll1_pl1_dm32_nh8_el2_dl1_df2048_fc1_ebtimeF_dtTrue_test_0 PS22 │ ├── metrics.npy │ ├── pred.npy │ └── true.npy ├── long_term_forecast_test_Patchiii_ETTh1_ftMS_sl2_ll1_pl1_dm32_nh8_el2_dl1_df2048_fc1_ebtimeF_dtTrue_test_0 PS41 │ ├── metrics.npy │ ├── pred.npy │ └── true.npy ├── long_term_forecast_test_Patchiii_ETTh1_ftMS_sl2_ll1_pl1_dm32_nh8_el2_dl1_df2048_fc1_ebtimeF_dtTrue_test_0 PS44 │ ├── metrics.npy │ ├── pred.npy │ └── true.npy ├── long_term_forecast_test_Patchiii_ETTh1_ftMS_sl2_ll1_pl1_dm32_nh8_el2_dl1_df2048_fc1_ebtimeF_dtTrue_test_0 PS81 │ ├── metrics.npy │ ├── pred.npy │ └── true.npy ├── long_term_forecast_test_Patchiii_ETTh1_ftMS_sl2_ll1_pl1_dm32_nh8_el2_dl1_df2048_fc1_ebtimeF_dtTrue_test_0 PS82 │ ├── metrics.npy │ ├── pred.npy │ └── true.npy ├── long_term_forecast_test_Patchiii_ETTh1_ftMS_sl2_ll1_pl1_dm32_nh8_el2_dl1_df2048_fc1_ebtimeF_dtTrue_test_0 PS88 │ ├── metrics.npy │ ├── pred.npy │ └── true.npy ├── long_term_forecast_test_Patchiii_ETTh1_ftMS_sl2_ll1_pl1_dm32_nh8_el2_dl1_df2048_fc1_ebtimeF_dtTrue_test_0_PS42 │ ├── metrics.npy │ ├── pred.npy │ └── true.npy └── 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