TrafficGCN / ST-GCN
Repository for advanced traffic forecasting models integrating GCN, LSTM/Bi-LSTM, and attention mechanisms for improved accuracy, including weather data processing.
☆17Updated 9 months ago
Alternatives and similar repositories for ST-GCN
Users that are interested in ST-GCN are comparing it to the libraries listed below
Sorting:
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆44Updated 2 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆90Updated 2 months ago
- This is a PyTorch implementation of STGAGRTN in the Spatial-Temporal Graph Attention Gated Recurrent Transformer Network for Traffic Flow…☆17Updated last year
- Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.☆16Updated last year
- ☆14Updated 2 years ago
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆63Updated this week
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆23Updated 3 weeks ago
- Display of data sets and core code in STCGCN☆23Updated 2 years ago
- The official implementation of SDGL☆32Updated 9 months ago
- ☆43Updated 2 years ago
- A pytorch re-implementation of STFGNN☆27Updated 2 years ago
- ☆38Updated 2 years ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆81Updated 5 months ago
- ☆25Updated last year
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆42Updated 3 years ago
- ☆45Updated 10 months ago
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆14Updated 2 months ago
- A PyTorch implementation of T-GCN☆62Updated 2 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆69Updated 10 months ago
- ☆64Updated 3 years ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction