tangxianfeng / STDNLinks
Code for our Spatiotemporal Dynamic Network
☆293Updated 6 years ago
Alternatives and similar repositories for STDN
Users that are interested in STDN 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- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆420Updated 6 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆211Updated 2 years ago
- DMVST-Net for AAAI 2018☆109Updated 4 years ago
- implementation of STGCN for traffic prediction in IJCAI2018☆116Updated 6 years ago
- Attentive Traffic Flow Machines☆58Updated 5 years ago
- Tensorflow Implementation of GeoMAN, IJCAI-18☆144Updated 6 years ago
- This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (…☆236Updated 5 years ago
- Reconstruction of DeepST☆107Updated 5 years ago
- A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081☆111Updated 4 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆502Updated 3 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 5 years ago
- ☆49Updated 5 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆71Updated 4 years ago
- Traffic Graph Convolutional Recurrent Neural Network☆408Updated 5 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆242Updated 6 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆423Updated 5 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆224Updated 4 years ago
- 🚗 Implementation of spatio-temporal graph convolutional network with PyTorch☆357Updated 6 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆247Updated 2 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆97Updated 3 years ago
- Code snippets of ST-ResNet by PyTorch☆68Updated 6 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆523Updated last year
- AAAIA2020-Accident Forecasting Experiments Setups☆41Updated 4 years ago
- A collection of research on spatio-temporal data mining☆156Updated 9 months ago
- Deep Learning for Spatio-Temporal Data☆66Updated 8 years ago
- graph wavenet☆733Updated 3 years ago
- Modifications to Graph Wavenet☆108Updated 5 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆168Updated 4 years ago
- ☆94Updated 3 years ago
- PyTorch implementation of STGCN☆76Updated 5 years ago