mingqian000 / TrGNN
Traffic Flow Prediction with Vehicle Trajectories
☆67Updated 3 years ago
Alternatives and similar repositories for TrGNN:
Users that are interested in TrGNN are comparing it to the libraries listed below
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆49Updated 2 years ago
- codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction☆67Updated 2 years ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆32Updated last year
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆67Updated 4 years ago
- ☆86Updated 2 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆116Updated 7 months ago
- Using to predict the highway traffic speed☆31Updated 10 months ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆89Updated 3 years ago
- Code for the paper "Predicting origin-destination ride-sourcing demand with a spatio-temporal encoder-decoder residual multi-graph convol…☆15Updated 4 years ago
- ☆49Updated 2 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- Taxi Origin-Destination Demand Prediction☆53Updated 4 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆41Updated 4 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆25Updated last year
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆53Updated 2 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆133Updated 2 months ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆218Updated 4 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆29Updated 4 years ago
- ☆47Updated 5 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆135Updated 4 years ago
- Paper STGAT: Spatial-Temporal Graph Attention Networks for Traffic Flow Forecasting☆17Updated 3 years ago
- [This repo will NOT be maintained until further notice. Sorry for the inconvencience.] Baselines for Traffic Flow Prediction. (HA, ARIMA,…☆19Updated 3 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆168Updated 2 months ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆161Updated 3 years ago
- ☆76Updated last year
- Dynamic Origin-Destination Matrix Prediction with Line Graph Neural Networks and Kalman Filter☆13Updated 4 years ago
- This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.☆24Updated 8 months ago
- ☆10Updated 3 years ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆126Updated 3 years ago