RobinLu1209 / STGCNLinks
Undergraduate graduation project: Spatial-Temporal Data Analysis based on Graph Convolution Network
☆24Updated 5 years ago
Alternatives and similar repositories for STGCN
Users that are interested in STGCN are comparing it to the libraries listed below
Sorting:
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆68Updated 4 years ago
- ☆49Updated 3 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆41Updated 4 years ago
- Repo for CrossTReS: Cross-city Transfer Learning for Traffic Prediction via Source Region Selection☆17Updated 2 years ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 3 years ago
- ☆14Updated 3 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆95Updated 2 years ago
- PyTorch implementation of STGCN☆73Updated 5 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆26Updated last year
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆70Updated 4 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆31Updated 4 years ago
- ☆42Updated 3 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- ☆73Updated 2 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆56Updated 2 years ago
- Code for paper "Spatio-Temporal Knowledge Transfer for Urban Crowd Flow Prediction via Deep Attentive Adaptation Networks"☆13Updated 4 years ago
- ☆22Updated 6 years ago
- ☆13Updated 3 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆42Updated 4 years ago
- ☆16Updated 2 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆50Updated 2 years ago
- ☆48Updated 3 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆30Updated last year
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆42Updated 4 years ago
- The pytorch code of DGCN(TITS)☆54Updated 2 years ago
- ☆66Updated 3 years ago
- Spatial-Temporal Graph ODE Neural Network☆114Updated 3 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆93Updated 4 years ago
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆26Updated last year