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:
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆97Updated 3 years ago
- PyTorch implementation of STGCN☆76Updated 5 years ago
- A collection of research on spatio-temporal data mining☆156Updated 9 months ago
- Code snippets of ST-ResNet by PyTorch☆68Updated 5 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆72Updated 4 years ago
- ☆49Updated 3 years ago
- ☆73Updated 2 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆224Updated 4 years ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆146Updated 7 months ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆241Updated 6 years ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 3 years ago
- Reconstruction of DeepST☆107Updated 5 years ago
- ☆42Updated 3 years ago
- Attentive Traffic Flow Machines☆58Updated 5 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆94Updated 4 years ago
- Adaptive Graph Convolutional Recurrent Network☆401Updated last year
- The pytorch code of DGCN(TITS)☆56Updated 3 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆35Updated 5 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆211Updated 2 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆312Updated 4 years ago
- implementation of STGCN for traffic prediction in IJCAI2018☆116Updated 6 years ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆357Updated 6 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆50Updated 2 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆60Updated 2 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆46Updated 4 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆144Updated 10 months ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆71Updated 4 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆419Updated 5 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆25Updated 2 years ago