Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal graph convolutional network with PyTorch
☆159Nov 11, 2020Updated 5 years ago
Alternatives and similar repositories for STGCN-Pytorch
Users that are interested in STGCN-Pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆115Nov 29, 2020Updated 5 years ago
- The PyTorch implementation of STGCN.☆704Apr 2, 2025Updated last year
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆748Jul 13, 2021Updated 5 years ago
- ☆14Feb 22, 2024Updated 2 years ago
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,246Jun 14, 2026Updated 4 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,452Dec 9, 2024Updated last year
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆464Feb 4, 2020Updated 6 years ago
- A PyTorch Implementation of 'Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting (STGCN, B. Y…☆10Apr 17, 2021Updated 5 years ago
- graph wavenet☆827Mar 14, 2022Updated 4 years ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆315Jun 25, 2026Updated 4 months ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,212Aug 7, 2024Updated 2 years ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆368Dec 11, 2018Updated 7 years ago
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆27Aug 25, 2023Updated 3 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆558Jul 17, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆234Jan 26, 2021Updated 5 years ago
- [TITS'24] ✨ Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆95May 13, 2025Updated last year
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,789Sep 1, 2025Updated last year
- ☆47May 27, 2022Updated 4 years ago
- ☆40Mar 28, 2022Updated 4 years ago
- PyTorch implementation of STGCN☆76Dec 27, 2019Updated 6 years ago
- ☆49Nov 11, 2019Updated 6 years ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Jun 27, 2022Updated 4 years ago
- Adaptive Graph Convolutional Recurrent Network☆444Feb 23, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆336May 24, 2021Updated 5 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆259Aug 13, 2019Updated 7 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆265Jul 1, 2021Updated 5 years ago
- ☆16May 28, 2023Updated 3 years ago
- implementation of STGCN for traffic prediction in IJCAI2018☆115Jun 12, 2019Updated 7 years ago
- Sung-Soo Kim's Blog☆29Updated this week
- 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
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆99May 17, 2021Updated 5 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆123Mar 18, 2025Updated last year
- 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.
- ☆19Jun 29, 2020Updated 6 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆542Apr 12, 2022Updated 4 years ago
- ☆68Jan 12, 2022Updated 4 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆175Nov 2, 2023Updated 3 years ago
- ☆73Nov 19, 2022Updated 3 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆75Oct 27, 2020Updated 6 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆248Jul 27, 2023Updated 3 years ago