├── .gitignore ├── README.md ├── config ├── PEMS04_GRU.conf ├── PEMS04_LSTM.conf ├── PEMS04_STGCN.conf ├── PEMSD7M_GRU.conf ├── PEMSD7M_LSTM.conf └── PEMSD7M_STGCN.conf ├── data ├── PEMS04 │ ├── distance.csv │ └── pems04.npz └── PEMSD7-M │ ├── distance.csv │ └── pems.csv ├── figures └── model.png ├── main.py ├── models ├── __init__.py ├── base_model.py ├── gcn │ ├── STGCNHybrid.py │ ├── __init__.py │ ├── layers.py │ └── utils │ │ ├── __init__.py │ │ └── graph_utils.py └── recurrent │ ├── GRU.py │ ├── LSTM.py │ ├── __init__.py │ └── layers.py ├── requirements.txt └── utils ├── __init__.py └── metrics.py /.gitignore: -------------------------------------------------------------------------------- 1 | .idea/ 2 | venv/ 3 | experiments/ 4 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ant-agafonov/stgcn-lstm/HEAD/README.md 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