├── README.md ├── data_provider ├── __init__.py ├── data_factory.py └── data_loader.py ├── exp ├── __init__.py ├── exp_basic.py └── exp_long_term_forecasting.py ├── layers ├── Encoder.py ├── FLinear.py ├── RevIN.py └── __init__.py ├── logs └── LongForecasting │ └── electricity │ └── bs128_lr1e-4_lay4_dp0._beta1.0_dm512_720_96.log ├── models ├── LiNo.py └── __init__.py ├── requirements.txt ├── run.py ├── scripts ├── 96 │ ├── ETTh1.sh │ ├── ETTh2.sh │ ├── ETTm1.sh │ ├── ETTm2.sh │ ├── elec.sh │ ├── solar.sh │ ├── traff.sh │ └── wea.sh ├── 192 │ ├── ETTh1.sh │ ├── ETTh2.sh │ ├── ETTm1.sh │ ├── ETTm2.sh │ ├── elec.sh │ ├── solar.sh │ ├── traff.sh │ └── wea.sh ├── 336 │ ├── ETTh1.sh │ ├── ETTh2.sh │ ├── ETTm1.sh │ ├── ETTm2.sh │ ├── elec.sh │ ├── solar.sh │ ├── traff.sh │ └── wea.sh └── 720 │ ├── ETTh1.sh │ ├── ETTh2.sh │ ├── ETTm1.sh │ ├── ETTm2.sh │ ├── elec.sh │ ├── solar.sh │ ├── traff.sh │ └── wea.sh ├── test_dict └── electricity │ └── 96_720 │ └── records.json ├── utils ├── __init__.py ├── metrics.py ├── timefeatures.py └── tools.py └── visual ├── feature └── electricity │ └── 96_720 │ ├── 4_CI_feature.png │ ├── 4_EKPB_feature.png │ ├── 4_Variate 1.png │ ├── 4_Variate 2.png │ ├── 4_Variate 3.png │ └── 4_input.png ├── forecasting └── electricity │ └── 96_720 │ └── 8_forecast.png └── weight └── electricity └── 96_720 └── w.png /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Levi-Ackman/ReFocus/HEAD/README.md -------------------------------------------------------------------------------- /data_provider/__init__.py: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /data_provider/data_factory.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Levi-Ackman/ReFocus/HEAD/data_provider/data_factory.py 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