JingqingZ / BaiduTraffic
This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (KDD 2018).
☆230Updated 4 years ago
Alternatives and similar repositories for BaiduTraffic:
Users that are interested in BaiduTraffic are comparing it to the libraries listed below
- DMVST-Net for AAAI 2018☆108Updated 4 years ago
- Code for our Spatiotemporal Dynamic Network☆287Updated 5 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆198Updated last year
- ⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch☆403Updated 5 years ago
- ☆143Updated 4 years ago
- Reconstruction of DeepST☆103Updated 5 years ago
- ☆87Updated 2 years ago
- A TensorFlow Implementation of Deep Spatio-Temporal Residual Networks (ST-ResNet): https://arxiv.org/abs/1610.00081☆109Updated 3 years ago
- Tensorflow Implementation of GeoMAN, IJCAI-18☆143Updated 5 years ago
- The source of the IJCAI2017 paper "Modeling Trajectory with Recurrent Neural Networks"☆94Updated 4 years ago
- implementation of STGCN for traffic prediction in IJCAI2018☆110Updated 5 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆242Updated last year
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆440Updated 2 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆65Updated 4 years ago
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆287Updated last year
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆223Updated 5 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆70Updated 4 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆137Updated 3 months ago
- Implementation of "Multi-task Representation Learning for Travel Time Estimation"☆45Updated 6 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution, TKDD 2023☆291Updated 3 years ago
- Deep Learning for Spatio-Temporal Data☆67Updated 8 years ago
- Spatio-Temporal Graph Convolutional Networks☆110Updated 5 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆219Updated 4 years ago
- A collection of research on spatio-temporal data mining☆148Updated last month
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆60Updated 4 years ago
- Code snippets of ST-ResNet by PyTorch☆64Updated 5 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆480Updated 8 months ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆139Updated 3 years ago
- Pytorch Implementation of Urban Flow Magnifier (UrbanFM), KDD-19☆70Updated 3 years ago