The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network
☆160Mar 18, 2025Updated 11 months ago
Alternatives and similar repositories for STGNN
Users that are interested in STGNN are comparing it to the libraries listed below
Sorting:
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆42Jun 3, 2021Updated 4 years ago
- Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.☆272Oct 16, 2023Updated 2 years ago
- A PyTorch implementation of the paper https://arxiv.org/abs/1709.04875☆10Jul 22, 2020Updated 5 years ago
- STGNN model and others for comparison☆10Mar 24, 2023Updated 2 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆227Jan 26, 2021Updated 5 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆327May 24, 2021Updated 4 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆175Nov 2, 2023Updated 2 years ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆192Aug 1, 2022Updated 3 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆717Jul 13, 2021Updated 4 years ago
- Spatio-temporal modeling 论文列表(主要是graph convolution相关)☆24Nov 7, 2019Updated 6 years ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆366Dec 11, 2018Updated 7 years ago
- Spatio-temporal graph neural network for predicting COVID-19 new cases in Korea.☆35Dec 8, 2021Updated 4 years ago
- Spatial-Temporal Graph ODE Neural Network☆126Jan 18, 2022Updated 4 years ago
- ☆22Jul 20, 2022Updated 3 years ago
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,739Sep 1, 2025Updated 6 months ago
- graph wavenet☆778Mar 14, 2022Updated 3 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆444Feb 4, 2020Updated 6 years ago
- [WWW 2023] "Addressing Heterophily in Graph Anomaly Detection: A Perspective of Graph Spectrum" by Yuan Gao, Xiang Wang, Xiangnan He, Zhe…☆39Oct 17, 2023Updated 2 years ago
- Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.☆429Dec 10, 2023Updated 2 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆542Jul 17, 2024Updated last year
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆526Apr 12, 2022Updated 3 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆255Jul 1, 2021Updated 4 years ago
- Dynamic Attention And Trajectory Cognition Based Graph Convolution Network For Traffic Flow Forecasting☆15Nov 16, 2022Updated 3 years ago
- ☆74Nov 19, 2022Updated 3 years ago
- ☆67Jan 12, 2022Updated 4 years ago
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Feb 5, 2023Updated 3 years ago
- Papers on Spatial-Temporal Graph Neural Networks☆26May 5, 2022Updated 3 years ago
- Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting☆600May 31, 2024Updated last year
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆217Nov 15, 2025Updated 3 months ago
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,187Apr 29, 2024Updated last year
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆100Jul 18, 2022Updated 3 years ago
- Adaptive Graph Convolutional Recurrent Network☆418Feb 23, 2024Updated 2 years ago
- A multi-task learning method for multi-energy load forecasting based on synthesis correlation analysis and load participation factor☆13Aug 18, 2023Updated 2 years ago
- The codes and data of paper "cST-ML: Continuous Spatial-Temporal Meta-Learning for Traffic Dynamics Prediction"☆10Aug 28, 2020Updated 5 years ago
- ☆16Nov 28, 2022Updated 3 years ago
- ASTGCN, LSTM, GCN LSTM with fused result from previous week, day, hour☆24Sep 29, 2022Updated 3 years ago
- Source code for the paper "Dynamic Structure Learning through Graph Neural Network for Forecasting Soil Moisture in Precision Agriculture…☆20Aug 20, 2022Updated 3 years ago
- ☆38Dec 25, 2024Updated last year
- The PyTorch implementation of STGCN.☆650Apr 2, 2025Updated 11 months ago