Davidham3 / ASTGCN-2019-mxnet
⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch
☆394Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for ASTGCN-2019-mxnet
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆214Updated 5 years ago
- Code for our Spatiotemporal Dynamic Network☆282Updated 5 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆421Updated 2 years ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆340Updated 5 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆352Updated 4 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆598Updated 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"☆199Updated last year
- Traffic Graph Convolutional Recurrent Neural Network☆382Updated 4 years ago
- Adaptive Graph Convolutional Recurrent Network☆360Updated 9 months ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆457Updated 4 months ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆210Updated 3 years ago
- graph wavenet☆628Updated 2 years ago
- ☆275Updated 3 years ago
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,007Updated 6 months ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆69Updated 3 years ago
- PyTorch implementation of STGCN☆70Updated 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…☆280Updated last year
- ☆43Updated 5 years ago
- DMVST-Net for AAAI 2018☆106Updated 3 years ago
- Tensorflow Implementation of GeoMAN, IJCAI-18☆140Updated 5 years ago
- The PyTorch implementation of STGCN.☆501Updated 2 months ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆190Updated 3 years ago
- This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (…☆225Updated 4 years ago
- Reconstruction of DeepST☆95Updated 4 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆241Updated last year
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆130Updated last year
- Attentive Traffic Flow Machines☆57Updated 4 years ago