jwwthu / GNN4TrafficLinks
This is the repository for the collection of Graph Neural Network for Traffic Forecasting.
☆1,167Updated 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☆1,676Updated last month
- The PyTorch implementation of STGCN.☆616Updated 6 months ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆695Updated 4 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆500Updated 3 years ago
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆301Updated last year
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆523Updated last year
- graph wavenet☆729Updated 3 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆312Updated 4 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆232Updated last year
- Summary of open source code for deep learning models in the field of traffic prediction☆272Updated 2 years ago
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,139Updated last year
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆419Updated 5 years ago
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,336Updated 10 months ago
- Adaptive Graph Convolutional Recurrent Network☆401Updated last year
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆241Updated 6 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆247Updated 2 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
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆239Updated 4 years ago
- 🚗 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)☆376Updated 4 years ago
- Paper list in traffic prediction field☆225Updated last year
- LibCity: An Open Library for Urban Spatial-temporal Data Mining☆1,043Updated 10 months ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆155Updated 4 years ago
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆420Updated 6 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆94Updated 4 years ago
- codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction☆76Updated 3 years ago
- ☆887Updated 2 years ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆264Updated 2 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆137Updated last year