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Using GNN to Predict Passenger Usage After Subway Line Extension

2022 Fall Semester KSE801 Team Project for team 5

Summary

Application of Spatio-Temporal GCN to predict passenger usage after subway line extension.
Source codes are based on PyTorch implementation of ST-GCN.

Dataset Source

Passenger Usages of stations, Distance between stations

How to Run Code

Run files in the following order.

python DataLoader.ipynb
python MatrixLoader.py
python main.py
python Baseline_comparison.py

Requirements

This code is available at Python >= 3.6, but 3.8.1 is recommended.
To install required packages:

pip install -r requirements.txt

adaptivestgcn's People

Contributors

daeyoung-kim avatar

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