guoshnBJTU / ASTGCN-2019-pytorchLinks
Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version
☆659Updated 3 years ago
Alternatives and similar repositories for ASTGCN-2019-pytorch
Users that are interested in ASTGCN-2019-pytorch are comparing it to the libraries listed below
Sorting:
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆394Updated 5 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆471Updated 3 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆232Updated 5 years ago
- The PyTorch implementation of STGCN.☆573Updated 2 months ago
- graph wavenet☆690Updated 3 years ago
- Adaptive Graph Convolutional Recurrent Network☆391Updated last year
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆491Updated 10 months ago
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆411Updated 5 years ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆354Updated 6 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆219Updated 4 years ago
- Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution, TKDD 2023☆299Updated 4 years ago
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆291Updated last year
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆221Updated 3 years ago
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,081Updated last year
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆143Updated 4 years ago
- Summary of open source code for deep learning models in the field of traffic prediction☆260Updated 2 years ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆244Updated last year
- Traffic Graph Convolutional Recurrent Neural Network☆402Updated 5 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆109Updated 4 years ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,141Updated 9 months ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆166Updated 4 years ago
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆359Updated 4 years ago
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,286Updated 5 months ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆137Updated 2 months ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆169Updated 2 years ago
- ☆76Updated last year
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆230Updated last year
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆179Updated 5 months ago
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,616Updated 2 months ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆244Updated last year