JingqingZ / BaiduTrafficLinks
This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (KDD 2018).
☆231Updated 4 years ago
Alternatives and similar repositories for BaiduTraffic
Users that are interested in BaiduTraffic are comparing it to the libraries listed below
Sorting:
- 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"☆205Updated last year
- implementation of STGCN for traffic prediction in IJCAI2018☆115Updated 5 years ago
- Code for our Spatiotemporal Dynamic Network☆291Updated 6 years ago
- ☆91Updated 2 years ago
- Implementation of "Multi-task Representation Learning for Travel Time Estimation"☆45Updated 6 years ago
- ☆145Updated 5 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 5 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆70Updated 4 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081☆111Updated 3 years ago
- HetETA: Heterogeneous Information Network Embedding for Estimating Time of Arrival☆112Updated 4 years ago
- Reconstruction of DeepST☆103Updated 5 years ago
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆411Updated 5 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆139Updated 5 months ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆244Updated last year
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆291Updated last year
- Spatio-Temporal Graph Convolutional Networks☆110Updated 6 years ago
- Code snippets of ST-ResNet by PyTorch☆65Updated 5 years ago
- Tensorflow Implementation of GeoMAN, IJCAI-18☆143Updated 6 years ago
- The source of the IJCAI2017 paper "Modeling Trajectory with Recurrent Neural Networks"☆94Updated 4 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆232Updated 5 years ago
- Taxi Origin-Destination Demand Prediction☆53Updated 4 years ago
- Traffic Graph Convolutional Recurrent Neural Network☆401Updated 5 years ago
- ☆22Updated 6 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆219Updated 4 years ago
- ☆48Updated 5 years ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆60Updated 5 years ago
- Pytorch Implementation of Urban Flow Magnifier (UrbanFM), KDD-19☆72Updated 4 years ago
- 交通·未来系列线上公益学术活动PPT☆117Updated 3 weeks ago