LMissher / ST-GRAT
The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Road Speed
☆42Updated 3 years ago
Alternatives and similar repositories for ST-GRAT:
Users that are interested in ST-GRAT are comparing it to the libraries listed below
- ☆41Updated 3 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆70Updated 4 years ago
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆44Updated 2 years ago
- ☆73Updated 2 years ago
- ☆49Updated 2 years ago
- ☆47Updated 2 years ago
- ☆43Updated 2 years ago
- ☆38Updated 2 years ago
- ☆14Updated 3 years ago
- Spatial-Temporal Graph ODE Neural Network☆109Updated 3 years ago
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆62Updated last week
- ☆15Updated last year
- ☆64Updated 3 years ago
- PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆15Updated 4 years ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆32Updated 2 years ago
- The pytorch code of DGCN(TITS)☆54Updated 2 years ago
- A pytorch re-implementation of STFGNN☆27Updated 2 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆69Updated 9 months ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 2 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆93Updated 2 years ago
- ☆38Updated 3 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆89Updated last month
- ☆13Updated 2 years ago
- Code for paper "Spatio-Temporal Knowledge Transfer for Urban Crowd Flow Prediction via Deep Attentive Adaptation Networks"☆13Updated 3 years ago
- Spatial-Temporal Self-Attention Network☆24Updated 3 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆29Updated last year
- Display of data sets and core code in STCGCN☆23Updated 2 years ago
- few-shot models for short-term traffic prediction☆17Updated 2 years ago
- ☆69Updated 3 years ago
- codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction☆70Updated 2 years ago