guoshnBJTU / ASTGCN-2019-pytorch
Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version
☆632Updated 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
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆432Updated 2 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆378Updated 5 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆220Updated 5 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆471Updated 7 months ago
- graph wavenet☆663Updated 2 years ago
- Adaptive Graph Convolutional Recurrent Network☆373Updated 11 months ago
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆401Updated 5 years ago
- The PyTorch implementation of STGCN.☆526Updated 2 months ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆218Updated 4 years ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆346Updated 6 years ago
- Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution, TKDD 2023☆290Updated 3 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆202Updated 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…☆286Updated last year
- Traffic Graph Convolutional Recurrent Neural Network