Davidham3 / ASTGCN-2019-mxnetLinks
⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch
☆415Updated 6 years ago
Alternatives and similar repositories for ASTGCN-2019-mxnet
Users that are interested in ASTGCN-2019-mxnet are comparing it to the libraries listed below
Sorting:
- Code for our Spatiotemporal Dynamic Network☆293Updated 6 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆490Updated 3 years ago
- implementation of STGCN for traffic prediction in IJCAI2018☆115Updated 6 years ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆357Updated 6 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆239Updated 6 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆209Updated 2 years ago
- Traffic Graph Convolutional Recurrent Neural Network☆405Updated 5 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆678Updated 4 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆411Updated 5 years ago
- graph wavenet☆713Updated 3 years ago
- ☆48Updated 5 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆219Updated 4 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆514Updated last year
- Reconstruction of DeepST☆106Updated 5 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆71Updated 4 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- Adaptive Graph Convolutional Recurrent Network☆396Updated last year
- DMVST-Net for AAAI 2018☆109Updated 4 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆306Updated 4 years ago
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,109Updated last year
- AAAIA2020-Accident Forecasting Experiments Setups☆41Updated 4 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆97Updated 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…☆298Updated last year
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆59Updated 2 years ago
- This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (…☆233Updated 5 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆246Updated 2 years ago
- ☆22Updated 6 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081☆111Updated 3 years ago
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,320Updated 8 months ago