zhiyongc / Graph_Convolutional_LSTMLinks
Traffic Graph Convolutional Recurrent Neural Network
☆410Updated 6 years ago
Alternatives and similar repositories for Graph_Convolutional_LSTM
Users that are interested in Graph_Convolutional_LSTM are comparing it to the libraries listed below
Sorting:
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆422Updated 6 years ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆367Updated 7 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆517Updated 3 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆541Updated last year
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆437Updated 5 years ago
- implementation of STGCN for traffic prediction in IJCAI2018☆115Updated 6 years ago
- graph wavenet☆768Updated 3 years ago
- Code for our Spatiotemporal Dynamic Network☆292Updated 6 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆213Updated 2 years ago
- Adaptive Graph Convolutional Recurrent Network☆416Updated last year
- PyTorch implementation of STGCN☆77Updated 6 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆712Updated 4 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆250Updated 6 years ago
- Spatio-Temporal Graph Convolutional Networks☆110Updated 6 years ago
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,174Updated last year
- ☆49Updated 6 years ago
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆310Updated 2 years ago
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,379Updated last year
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆224Updated 4 years ago
- A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081☆111Updated 4 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆70Updated 4 years ago
- Code snippets of ST-ResNet by PyTorch☆70Updated 6 years ago
- Reconstruction of DeepST☆111Updated 6 years ago
- DMVST-Net for AAAI 2018☆109Updated 4 years ago
- Attentive Traffic Flow Machines☆60Updated 5 years ago
- This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (…☆240Updated 5 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆149Updated last year
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆251Updated 2 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆321Updated 4 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆100Updated 3 years ago