jwwthu / GNN4TrafficLinks
This is the repository for the collection of Graph Neural Network for Traffic Forecasting.
☆1,163Updated last year
Alternatives and similar repositories for GNN4Traffic
Users that are interested in GNN4Traffic are comparing it to the libraries listed below
Sorting:
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,667Updated 3 weeks ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆688Updated 4 years ago
- The PyTorch implementation of STGCN.☆612Updated 5 months ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆232Updated last year
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆518Updated last year
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆300Updated last year
- graph wavenet☆715Updated 3 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆495Updated 3 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆413Updated 5 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆310Updated 4 years ago
- Summary of open source code for deep learning models in the field of traffic prediction☆270Updated 2 years ago
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,127Updated last year
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,330Updated 9 months ago
- Adaptive Graph Convolutional Recurrent Network☆398Updated last year
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆246Updated 2 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆239Updated 6 years ago
- Paper list in traffic prediction field☆224Updated last year
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆357Updated 6 years ago
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆373Updated 4 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆237Updated 4 years ago
- Traffic data processing tools in LibCity☆222Updated 2 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆221Updated 4 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆151Updated 4 years ago
- ☆875Updated 2 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆94Updated 4 years ago
- LibCity: An Open Library for Urban Spatial-temporal Data Mining☆1,037Updated 9 months ago
- A collection of research on spatio-temporal data mining☆156Updated 8 months ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆114Updated 4 years ago
- PeMS Datasets☆39Updated 4 months ago
- 交通流量预测项目在研,以下是本人学习过程中积累整理的资源,会持续更新☆231Updated 4 years ago