PKUAI26 / STGCN-IJCAI-18
Spatio-Temporal Graph Convolutional Networks
☆110Updated 5 years ago
Alternatives and similar repositories for STGCN-IJCAI-18:
Users that are interested in STGCN-IJCAI-18 are comparing it to the libraries listed below
- implementation of STGCN for traffic prediction in IJCAI2018☆110Updated 5 years ago
- DMVST-Net for AAAI 2018☆108Updated 4 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆198Updated last year
- Graph convolutional recurrent neural network☆179Updated 7 years ago
- PyTorch implementation of STGCN☆73Updated 5 years ago
- Code for our Spatiotemporal Dynamic Network☆287Updated 5 years ago
- Modifications to Graph Wavenet☆101Updated 5 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆70Updated 4 years ago
- Traffic Graph Convolutional Recurrent Neural Network☆395Updated 5 years ago
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆403Updated 5 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆65Updated 4 years ago
- MetaST for WWW 2019☆51Updated 4 years ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆348Updated 6 years ago
- Tensorflow Implementation of GeoMAN, IJCAI-18☆143Updated 5 years ago
- Spatio-temporal modeling 论文列表（主要是graph convolution相关)☆23Updated 5 years ago
- Code snippets of ST-ResNet by PyTorch☆64Updated 5 years ago
- This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (…☆230Updated 4 years ago
- Reconstruction of DeepST☆103Updated 5 years ago
- Transportation data online prediction☆48Updated 3 years ago
- A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081☆109Updated 3 years ago
- ☆87Updated 2 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆440Updated 2 years ago
- Implementation of "Multi-task Representation Learning for Travel Time Estimation"☆45Updated 6 years ago
- ☆42Updated 3 years ago
- The source of the IJCAI2017 paper "Modeling Trajectory with Recurrent Neural Networks"☆94Updated 4 years ago
- Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction☆43Updated 2 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆93Updated 2 years ago
- ☆48Updated 5 years ago
- PyTorch implementation of Diffusion Convolutional Recurrent Neural Network☆47Updated 4 years ago