CYBruce / STAWnet
An end-to-end deep learning model for spatial-temporal prediction
☆34Updated 3 years ago
Alternatives and similar repositories for STAWnet:
Users that are interested in STAWnet are comparing it to the libraries listed below
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆70Updated 4 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆93Updated 2 years ago
- ☆19Updated 4 years ago
- ☆41Updated 3 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆41Updated 4 years ago
- ☆73Updated 2 years ago
- ☆16Updated 2 years ago
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆42Updated 3 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆33Updated 5 years ago
- ☆49Updated 2 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- Spatial-Temporal Graph ODE Neural Network☆109Updated 3 years ago
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆38Updated 2 years ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 2 years ago
- PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆15Updated 4 years ago
- ☆69Updated 3 years ago
- ☆47Updated 2 years ago
- PyTorch implementation of STGCN☆73Updated 5 years ago
- ☆48Updated 5 years ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆32Updated 2 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆30Updated 4 years ago
- The pytorch code of DGCN(TITS)☆54Updated 2 years ago
- codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction☆70Updated 2 years ago
- ☆38Updated 2 years ago
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆36Updated 2 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆69Updated 4 years ago
- Papers on Spatial-Temporal Graph Neural Networks☆26Updated 3 years ago
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆26Updated last year
- ☆42Updated 3 years ago
- ☆38Updated 3 years ago