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Spatial-Temporal Graph Convolutional Neural Network with LSTM layers

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STGCN-LSTM

Hybrid Spatial-Temporal Graph Convolutional Network with LSTM layers model architecture

Requirements

Tested in the following environment

  • python 3.8
  • keras 2.4.3
  • tensorflow 2.3.0

Usage

To train the model, existed configuration files can be used. Train / validate model on PEMS04 dataset:

python main.py --config config/PEMSD7M_STGCN.conf --force True

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Spatial-Temporal Graph Convolutional Neural Network with LSTM layers

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