Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019
☆255Aug 13, 2019Updated 6 years ago
Alternatives and similar repositories for ASTGCN
Users that are interested in ASTGCN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆731Jul 13, 2021Updated 4 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆47Nov 28, 2022Updated 3 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆18Nov 28, 2022Updated 3 years ago
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,402Dec 9, 2024Updated last year
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆428Jun 28, 2019Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆525Apr 12, 2022Updated 4 years ago
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,202Apr 29, 2024Updated last year
- graph wavenet☆789Mar 14, 2022Updated 4 years ago
- ☆13Mar 29, 2022Updated 4 years ago
- Adaptive Graph Convolutional Recurrent Network☆429Feb 23, 2024Updated 2 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆544Jul 17, 2024Updated last year
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,745Sep 1, 2025Updated 7 months ago
- ☆49Nov 11, 2019Updated 6 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆173Nov 2, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,197Aug 7, 2024Updated last year
- Attentive Traffic Flow Machines☆60Oct 16, 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…☆258Jul 1, 2021Updated 4 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆329May 24, 2021Updated 4 years ago
- Machine learning for transportation data imputation and prediction.☆40Oct 31, 2019Updated 6 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆228Jan 26, 2021Updated 5 years ago
- ☆73Nov 19, 2022Updated 3 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆449Feb 4, 2020Updated 6 years ago
- ☆10Jun 17, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆370Dec 11, 2018Updated 7 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆159Nov 11, 2020Updated 5 years ago
- ☆67Jan 23, 2022Updated 4 years ago
- implementation of STGCN for traffic prediction in IJCAI2018☆116Jun 12, 2019Updated 6 years ago
- An end-to-end deep learning model for spatial-temporal prediction☆35Jan 2, 2022Updated 4 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆214Jul 6, 2023Updated 2 years ago
- ☆16Nov 28, 2022Updated 3 years ago
- Code for our Spatiotemporal Dynamic Network☆290Apr 28, 2019Updated 6 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆40Nov 19, 2020Updated 5 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.
- Spatial-Temporal Graph ODE Neural Network☆127Jan 18, 2022Updated 4 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆59Dec 5, 2022Updated 3 years ago
- 交通·未来系列线上公益学术活动PPT☆116May 7, 2025Updated 11 months ago
- Spatio-temporal modeling 论文列表（主要是graph convolution相关)☆525Nov 7, 2019Updated 6 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆97May 17, 2021Updated 4 years ago
- Repo for CrossTReS: Cross-city Transfer Learning for Traffic Prediction via Source Region Selection☆18Dec 13, 2022Updated 3 years ago
- ☆921Jul 6, 2023Updated 2 years ago