luokn / ms-gat
Learning Multiaspect Traffic Couplings by Multirelational Graph Attention Networks for Traffic Prediction
☆14Updated 2 years ago
Alternatives and similar repositories for ms-gat:
Users that are interested in ms-gat are comparing it to the libraries listed below
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆57Updated 5 months ago
- ☆64Updated 3 years ago
- Implementation for MSDR☆25Updated 2 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆70Updated 4 years ago
- ☆72Updated 2 years ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆25Updated 2 years ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆80Updated 4 months ago
- Spatial-Temporal Graph ODE Neural Network☆106Updated 3 years ago
- ☆43Updated 2 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆28Updated 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
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆86Updated 3 weeks ago
- ☆49Updated 2 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆66Updated 8 months ago
- ☆38Updated 2 years ago
- Using to predict the highway traffic speed☆31Updated last month
- This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.☆26Updated 9 months ago
- ☆20Updated 10 months ago
- ☆14Updated 2 years ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆32Updated last year
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆44Updated 2 years ago
- ☆76Updated last year
- ☆19Updated 11 months ago
- A PyTorch implementation of T-GCN☆62Updated last year
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆22Updated 11 months ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆30Updated 4 years ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆32Updated 4 months ago
- ☆14Updated last year
- ASTGCN, LSTM, GCN LSTM with fused result from previous week, day, hour☆19Updated 2 years ago
- ☆47Updated 2 years ago