https://github.com/trafficgcn/st-gcn
Repository for advanced traffic forecasting models integrating GCN, LSTM/Bi-LSTM, and attention mechanisms for improved accuracy, including weather data processing.
https://github.com/trafficgcn/st-gcn
attention-mechanism data-science gcn graph-neural-network graph-neural-networks gru lstm metr-la neural-network neural-networks pems-bay python traffic traffic-analysis traffic-forecasting traffic-prediction weather
Last synced: 4 months ago
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Repository for advanced traffic forecasting models integrating GCN, LSTM/Bi-LSTM, and attention mechanisms for improved accuracy, including weather data processing.
- Host: GitHub
- URL: https://github.com/trafficgcn/st-gcn
- Owner: TrafficGCN
- Created: 2023-08-01T17:45:49.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2024-08-04T12:29:23.000Z (over 1 year ago)
- Last Synced: 2025-04-02T18:50:18.482Z (8 months ago)
- Topics: attention-mechanism, data-science, gcn, graph-neural-network, graph-neural-networks, gru, lstm, metr-la, neural-network, neural-networks, pems-bay, python, traffic, traffic-analysis, traffic-forecasting, traffic-prediction, weather
- Language: Python
- Homepage:
- Size: 956 MB
- Stars: 16
- Watchers: 1
- Forks: 3
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md