LMissher / STGNN
The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network
☆124Updated 3 years ago
Alternatives and similar repositories for STGNN:
Users that are interested in STGNN are comparing it to the libraries listed below
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆197Updated 3 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆212Updated 3 years ago
- ☆61Updated 2 years ago
- Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.☆174Updated last year
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆152Updated 2 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆106Updated 4 years ago
- ☆74Updated last year
- A PyTorch implementation of T-GCN☆61Updated last year
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆134Updated 4 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆166Updated last month
- Implementation of Graph Muti-Attention Network with PyTorch☆145Updated last year
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆221Updated last year
- Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution, TKDD 2023☆284Updated 3 years ago
- ☆70Updated 2 years ago
- codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction☆66Updated 2 years ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆26Updated last year
- ☆41Updated 2 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆89Updated 3 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆66Updated 4 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆369Updated 4 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆218Updated 5 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆89Updated 2 years ago
- ☆49Updated 2 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆160Updated 3 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆112Updated 6 months ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆72Updated last month
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆52Updated 2 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- Adaptive Graph Convolutional Recurrent Network☆366Updated 10 months ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆225Updated last year