ST-CGCN-PyTorch

November 16, 2022 ยท View on GitHub

Display of data sets and core code in STCGCN Paper: Spatial-Temporal Complex Graph Convolution Network for Traffic Flow Prediction Author: YX Bao, JS Huang, QQ Shen, et al.

Requirements

  • PyTorch
  • NumPy
  • Matplotlib
  • pandas
  • numpy
  • time
  • os
  • et al.

Example Dataset

PeMS03,PeMS04,PeMS07,PeMS08 and SZ-taxi (flow, speed, occupancy, weather)

Model

nets/ST-CGCN-main.py

This code mainly shows the fusion process of the complex correlation matrix.

Welcome to learn and put forward suggestions.