rhymesg / SRNN
Pytorch implementation of structural recurrent neural network (SRNN) for traffic speed prediction
☆10Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for SRNN
- ☆19Updated 4 years ago
- Transportation data online prediction☆46Updated 3 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆40Updated 3 years ago
- An end-to-end deep learning model for spatial-temporal prediction☆33Updated 2 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆40Updated 3 years ago
- Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting☆30Updated 4 years ago
- Spatio-temporal modeling 论文列表（主要是graph convolution相关)☆23Updated 5 years ago
- PyTorch implementation of STGCN☆69Updated 4 years ago
- ☆13Updated 6 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆51Updated last year
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆49Updated last year
- Reconstruction of DeepST☆94Updated 4 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆61Updated 3 years ago
- ☆43Updated 4 years ago
- Paper STGAT: Spatial-Temporal Graph Attention Networks for Traffic Flow Forecasting☆17Updated 2 years ago
- ☆84Updated 2 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆129Updated last year
- ☆13Updated 2 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆209Updated 3 years ago
- Attentive Traffic Flow Machines☆57Updated 4 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆29Updated 4 years ago
- 交通·未来系列线上公益学术活动PPT☆110Updated 2 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆66Updated 4 years ago
- Code snippets of ST-ResNet by PyTorch☆61Updated 5 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆159Updated 3 years ago
- ☆40Updated 2 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆88Updated 2 years ago
- Source Codes for KDD'19 Paper - DeepUrbanEvent: A System for Predicting Citywide Crowd Dynamics at Big Events☆16Updated 3 years ago