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.☆696Apr 2, 2025Updated last year
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆747Jul 13, 2021Updated 5 years ago
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,238Jun 14, 2026Updated 2 months ago
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,437Dec 9, 2024Updated 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.
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆27Aug 25, 2023Updated 2 years ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆369Dec 11, 2018Updated 7 years ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,215Aug 7, 2024Updated 2 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆461Feb 4, 2020Updated 6 years ago
- ☆14Feb 22, 2024Updated 2 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆232Jan 26, 2021Updated 5 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆553Jul 17, 2024Updated 2 years ago
- ☆40Mar 28, 2022Updated 4 years ago
- graph wavenet☆810Mar 14, 2022Updated 4 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.
- ☆47May 27, 2022Updated 4 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆258Aug 13, 2019Updated 7 years ago
- PyTorch implementation of STGCN☆76Dec 27, 2019Updated 6 years ago
- ☆49Nov 11, 2019Updated 6 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆263Jul 1, 2021Updated 5 years ago
- implementation of STGCN for traffic prediction in IJCAI2018☆115Jun 12, 2019Updated 7 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆333May 24, 2021Updated 5 years ago
- ☆16May 28, 2023Updated 3 years ago
- Sung-Soo Kim's Blog☆29Updated this week
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Adaptive Graph Convolutional Recurrent Network☆441Feb 23, 2024Updated 2 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆120Mar 18, 2025Updated last year
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆539Apr 12, 2022Updated 4 years ago
- ☆19Jun 29, 2020Updated 6 years ago
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,779Sep 1, 2025Updated 11 months ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆228Jun 25, 2026Updated last month
- ☆73Nov 19, 2022Updated 3 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆75Oct 27, 2020Updated 5 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆59Dec 5, 2022Updated 3 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.
- ☆16Nov 28, 2022Updated 3 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆99May 17, 2021Updated 5 years ago
- [TITS'24] ✨ Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆95May 13, 2025Updated last year
- ☆80Nov 26, 2023Updated 2 years ago
- ☆51May 24, 2022Updated 4 years ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Jun 27, 2022Updated 4 years ago
- Spatial-Temporal Graph ODE Neural Network☆131Jan 18, 2022Updated 4 years ago