FrancesZhou / GCNTrafficPrediction
☆14Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for GCNTrafficPrediction
- The pytorch code of DGCN(TITS)☆51Updated 2 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆66Updated 4 years ago
- implementation of STGCN for traffic prediction in IJCAI2018☆110Updated 5 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆87Updated 2 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆210Updated 3 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆105Updated 3 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆213Updated 5 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆49Updated last year
- ☆43Updated 5 years ago
- Attentive Traffic Flow Machines☆57Updated 4 years ago
- codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction☆64Updated 2 years ago
- Reconstruction of DeepST☆95Updated 4 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆88Updated 3 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆29Updated 4 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆128Updated 4 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆51Updated last year
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆40Updated 4 years ago
- ☆70Updated 2 years ago
- Tutorial about Graph Convolutional Network(GCN)☆90Updated 3 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆352Updated 4 years ago
- PyTorch implementation of STGCN☆70Updated 4 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆61Updated 3 years ago
- ☆33Updated 3 years ago
- ☆36Updated 2 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆190Updated 3 years ago
- A PyTorch implementation of T-GCN☆58Updated last year