The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network
☆168Mar 18, 2025Updated last year
Alternatives and similar repositories for STGNN
Users that are interested in STGNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆42Jun 3, 2021Updated 5 years ago
- STGNN model and others for comparison☆10Mar 24, 2023Updated 3 years ago
- Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.☆276Oct 16, 2023Updated 2 years ago
- ☆22Jul 20, 2022Updated 3 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆332May 24, 2021Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆231Jan 26, 2021Updated 5 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆175Nov 2, 2023Updated 2 years ago
- Spatio-temporal graph neural network for predicting COVID-19 new cases in Korea.☆35Dec 8, 2021Updated 4 years ago
- Papers on Spatial-Temporal Graph Neural Networks☆26May 5, 2022Updated 4 years ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆200Aug 1, 2022Updated 3 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆745Jul 13, 2021Updated 4 years ago
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,768Sep 1, 2025Updated 9 months ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆372Dec 11, 2018Updated 7 years ago
- graph wavenet☆802Mar 14, 2022Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Spatio-temporal modeling 论文列表(主要是graph convolution相关)☆24Nov 7, 2019Updated 6 years ago
- Spatial-Temporal Graph ODE Neural Network☆129Jan 18, 2022Updated 4 years ago
- ☆73Nov 19, 2022Updated 3 years ago
- Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.☆428Dec 10, 2023Updated 2 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆454Feb 4, 2020Updated 6 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆553Jul 17, 2024Updated last year
- ☆67Jan 12, 2022Updated 4 years ago
- ☆25Apr 14, 2024Updated 2 years ago
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆403Nov 9, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Traffic dataset for pems04 and pems08☆13Dec 22, 2025Updated 5 months ago
- [WWW 2023] "Addressing Heterophily in Graph Anomaly Detection: A Perspective of Graph Spectrum" by Yuan Gao, Xiang Wang, Xiangnan He, Zhe…☆38Oct 17, 2023Updated 2 years ago
- ☆42Mar 30, 2022Updated 4 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆101Jul 18, 2022Updated 3 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
- ☆38Dec 25, 2024Updated last year
- ☆16Nov 28, 2022Updated 3 years ago
- Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting☆609May 31, 2024Updated 2 years ago
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,227Apr 29, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A PyTorch implementation of the paper https://arxiv.org/abs/1709.04875☆10Jul 22, 2020Updated 5 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆262Jul 1, 2021Updated 4 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆533Apr 12, 2022Updated 4 years ago
- ☆40Mar 28, 2022Updated 4 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆173Apr 22, 2021Updated 5 years ago
- Using GCN and ChebNet implement traffic flow data prediction.☆32Aug 3, 2020Updated 5 years ago
- ASTGCN, LSTM, GCN LSTM with fused result from previous week, day, hour☆28Sep 29, 2022Updated 3 years ago