liulingbo918 / CSTNLinks
Taxi Origin-Destination Demand Prediction
☆56Updated 5 years ago
Alternatives and similar repositories for CSTN
Users that are interested in CSTN are comparing it to the libraries listed below
Sorting:
- ☆95Updated 3 years ago
- Reconstruction of DeepST☆109Updated 5 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆74Updated 4 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆146Updated 11 months ago
- Attentive Traffic Flow Machines☆59Updated 5 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 5 years ago
- Graph Markov Network for Traffic Forecasting with Missing Data☆30Updated 5 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆213Updated 2 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 6 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆72Updated 5 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆41Updated 5 years ago
- Deep Learning for Spatio-Temporal Data☆66Updated 8 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆94Updated 4 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆98Updated 3 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆71Updated 4 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆29Updated 2 years ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 3 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆224Updated 4 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆60Updated 3 years ago
- [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)☆21Updated 4 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆57Updated 3 years ago
- DMVST-Net for AAAI 2018☆109Updated 4 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆24Updated 2 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆317Updated 4 years ago
- Implementation of "Multi-task Representation Learning for Travel Time Estimation"☆45Updated 7 years ago
- Spatio-temporal modeling 论文列表(主要是graph convolution相关)☆24Updated 6 years ago
- A collection of research on spatio-temporal data mining☆157Updated 10 months ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆47Updated 4 years ago
- implementation of STGCN for traffic prediction in IJCAI2018☆115Updated 6 years ago
- Pytorch Implementation of Urban Flow Magnifier (UrbanFM), KDD-19☆76Updated 4 years ago