├── Multi-step ├── Traffic Flow │ ├── PEMS04 │ │ ├── engine.py │ │ ├── lightcts_model.py │ │ ├── test_pems04.py │ │ ├── train_pems04.py │ │ ├── transformer.py │ │ ├── transformer_model.py │ │ └── util.py │ └── PEMS08 │ │ ├── engine.py │ │ ├── lightcts_model.py │ │ ├── test_pems08.py │ │ ├── train_pems08.py │ │ ├── transformer.py │ │ ├── transformer_model.py │ │ └── util.py └── Traffic Speed │ ├── METR-LA │ ├── engine.py │ ├── lightcts_model.py │ ├── test_metr-la.py │ ├── train_metr-la.py │ ├── transformer.py │ ├── transformer_model.py │ └── util.py │ └── PEMS-BAY │ ├── engine.py │ ├── lightcts_model.py │ ├── test_pems-bay.py │ ├── train_pems-bay.py │ ├── transformer.py │ ├── transformer_model.py │ └── util.py ├── README.md ├── Single-step ├── Electricity │ ├── kd_electricity.py │ ├── lightcts_model.py │ ├── test_electricity.py │ ├── train_electricity.py │ ├── transformer.py │ ├── transformer_model.py │ └── util.py └── Solar-Energy │ ├── kd_solar.py │ ├── lightcts_model.py │ ├── test_solar-energy.py │ ├── train_solar-energy.py │ ├── transformer.py │ ├── transformer_model.py │ └── util.py ├── Supplemental_Material └── Supplemental_Material_to_the_paper_LightCTS.pdf ├── Supplemental_Material_to_the_paper_LightCTS.pdf └── requirements.txt /Multi-step/Traffic Flow/PEMS04/engine.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AI4CTS/lightcts/HEAD/Multi-step/Traffic Flow/PEMS04/engine.py -------------------------------------------------------------------------------- /Multi-step/Traffic Flow/PEMS04/lightcts_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AI4CTS/lightcts/HEAD/Multi-step/Traffic Flow/PEMS04/lightcts_model.py -------------------------------------------------------------------------------- /Multi-step/Traffic Flow/PEMS04/test_pems04.py: 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