VeritasYin / STGCN_IJCAI-18
[IJCAI'18] Spatio-Temporal Graph Convolutional Networks
☆1,006Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for STGCN_IJCAI-18
- The PyTorch implementation of STGCN.☆502Updated 2 months ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆340Updated 5 years ago
- graph wavenet☆628Updated 2 years ago
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,213Updated 3 years ago
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆393Updated 5 years ago
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,454Updated 4 months ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆595Updated 3 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆456Updated 4 months ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆419Updated 2 years ago
- Traffic Graph Convolutional Recurrent Neural Network☆382Updated 4 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆352Updated 4 years ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,070Updated 3 months ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆213Updated 5 years ago
- Adaptive Graph Convolutional Recurrent Network☆359Updated 8 months ago
- ☆808Updated last year
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆279Updated last year
- Code for our Spatiotemporal Dynamic Network☆281Updated 5 years ago
- ☆275Updated 3 years ago
- implementation of STGCN for traffic prediction in IJCAI2018☆110Updated 5 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆198Updated last year
- Spatio-temporal modeling 论文列表（主要是graph convolution相关)☆524Updated 5 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆209Updated 3 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆242Updated last year
- Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting☆516Updated 5 months ago
- Spatio-Temporal Graph Convolutional Networks☆109Updated 5 years ago
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆327Updated 4 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆128Updated 4 years ago
- Summary of open source code for deep learning models in the field of traffic prediction☆249Updated 2 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆222Updated last year
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆187Updated 3 years ago