LMissher / STGNN
The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network
☆122Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for STGNN
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆187Updated 3 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆209Updated 3 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆142Updated last year
- Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.☆164Updated last year
- ☆55Updated 2 years ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆209Updated last year
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆142Updated 2 years ago
- ☆72Updated 11 months ago
- ☆275Updated 3 years ago
- A PyTorch implementation of T-GCN☆58Updated last year
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆128Updated 4 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆105Updated 3 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆150Updated this week
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆66Updated 4 years ago
- ☆70Updated 2 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆49Updated last year
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆25Updated last year
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆108Updated 4 months ago
- Tutorial about Graph Convolutional Network(GCN)☆90Updated 3 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆160Updated 3 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆213Updated 5 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆87Updated 2 years ago
- 比较 TCN、GRU、GCN、TGCN、 TCN+GCN 在 交通流量预测方面的准确率效果。☆113Updated 3 years ago
- The pytorch code of DGCN(TITS)☆51Updated 2 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆61Updated 3 years ago
- Spatial-Temporal Graph ODE Neural Network☆95Updated 2 years ago
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆40Updated last year
- ☆40Updated 2 years ago
- ☆34Updated last year
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆51Updated last year