snehasinghania / STResNet
A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081
☆106Updated 2 years ago
Related projects: ⓘ
- DMVST-Net for AAAI 2018☆106Updated 3 years ago
- Codes for AAAI 2019 DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆63Updated 4 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆194Updated last year
- Reconstruction of DeepST☆93Updated 4 years ago
- Code snippets of ST-ResNet by PyTorch☆59Updated 4 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆69Updated 3 years ago
- Code for our Spatiotemporal Dynamic Network☆275Updated 5 years ago
- Attentive Traffic Flow Machines☆56Updated 3 years ago
- ☆81Updated 2 years ago
- This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (…☆223Updated 4 years ago
- Deep Learning for Spatio-Temporal Data☆65Updated 7 years ago
- Tensorflow Implementation of GeoMAN, IJCAI-18☆139Updated 5 years ago
- implementation of STGCN for traffic prediction in IJCAI2018☆111Updated 5 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆237Updated last year
- ☆48Updated this week
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆125Updated last year
- Pytorch Implementation of Urban Flow Magnifier (UrbanFM), KDD-19☆67Updated 3 years ago
- MetaST for WWW 2019☆51Updated 4 years ago
- ☆21Updated 5 years ago
- ☆32Updated this week
- A collection of research on spatio-temporal data mining☆140Updated 3 weeks ago
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆388Updated 5 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 4 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆204Updated 3 years ago
- Taxi Origin-Destination Demand Prediction☆54Updated 4 years ago
- ☆42Updated 4 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆210Updated 5 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆40Updated 3 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆340Updated 4 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆38Updated 3 years ago