wanhuaiyu / STSGCNLinks
AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting
☆49Updated 3 years ago
Alternatives and similar repositories for STSGCN
Users that are interested in STSGCN are comparing it to the libraries listed below
Sorting:
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆224Updated 4 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆158Updated 5 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆36Updated 5 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆94Updated 4 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆246Updated 6 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆60Updated 3 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆169Updated 4 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆18Updated 3 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆74Updated 4 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆317Updated 4 years ago
- ☆49Updated 6 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆115Updated 5 years ago
- ☆40Updated 3 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 6 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆41Updated 5 years ago
- Summary of open source code for deep learning models in the field of traffic prediction☆273Updated 3 years ago
- Attentive Traffic Flow Machines☆59Updated 5 years ago
- The pytorch code of DGCN(TITS)☆56Updated 3 years ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆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…☆245Updated 4 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆234Updated 2 years ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆155Updated 8 months ago
- codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction☆76Updated 3 years ago
- ☆67Updated 3 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆73Updated 5 years ago
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆310Updated 2 years ago
- Paper STGAT: Spatial-Temporal Graph Attention Networks for Traffic Flow Forecasting☆22Updated 4 years ago
- Reconstruction of DeepST☆109Updated 5 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆430Updated 5 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆47Updated 4 years ago