FIBLAB / DeepSTN
[AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis
☆66Updated 4 years ago
Alternatives and similar repositories for DeepSTN:
Users that are interested in DeepSTN are comparing it to the libraries listed below
- Attentive Traffic Flow Machines☆58Updated 4 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
- 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"☆200Updated last year
- Deep Learning for Spatio-Temporal Data☆67Updated 8 years ago
- Pytorch Implementation of Urban Flow Magnifier (UrbanFM), KDD-19☆70Updated 3 years ago
- Reconstruction of DeepST☆103Updated 5 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆70Updated 4 years ago
- Taxi Origin-Destination Demand Prediction☆53Updated 4 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆41Updated 4 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- MetaST for WWW 2019☆51Updated 4 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆138Updated 3 months ago
- Code snippets of ST-ResNet by PyTorch☆64Updated 5 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆54Updated 2 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆68Updated 4 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆69Updated 4 years ago
- A collection of research on spatio-temporal data mining☆148Updated 2 months ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆41Updated 4 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆55Updated 2 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆93Updated 2 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆56Updated 2 years ago
- ☆48Updated 5 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆32Updated 5 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆219Updated 4 years ago
- ☆22Updated 6 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆90Updated 3 years ago
- ☆44Updated 2 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