Davidham3 / STGCN
implementation of STGCN for traffic prediction in IJCAI2018
☆111Updated 5 years ago
Alternatives and similar repositories for STGCN:
Users that are interested in STGCN are comparing it to the libraries listed below
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆200Updated last year
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆409Updated 5 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- ☆48Updated 5 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆226Updated 5 years ago
- Reconstruction of DeepST☆103Updated 5 years ago
- Spatio-Temporal Graph Convolutional Networks☆110Updated 5 years ago
- DMVST-Net for AAAI 2018☆108Updated 4 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆219Updated 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 for our Spatiotemporal Dynamic Network☆287Updated 5 years ago
- Tensorflow Implementation of GeoMAN, IJCAI-18☆143Updated 5 years ago
- Modifications to Graph Wavenet☆101Updated 5 years ago
- Code snippets of ST-ResNet by PyTorch☆64Updated 5 years ago
- A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081☆110Updated 3 years ago
- PyTorch implementation of STGCN☆73Updated 5 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 4 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆41Updated 4 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆93Updated 2 years ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆350Updated 6 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆90Updated 3 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆41Updated 4 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆447Updated 2 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆384Updated 5 years ago
- This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (…☆231Updated 4 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆69Updated 4 years ago
- Spatio-temporal modeling 论文列表（主要是graph convolution相关)☆23Updated 5 years ago
- Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution, TKDD 2023☆292Updated 3 years ago
- Traffic Graph Convolutional Recurrent Neural Network☆396Updated 5 years ago