alzmxx / OD_PredictionLinks
Dynamic Origin-Destination Matrix Prediction with Line Graph Neural Networks and Kalman Filter
☆18Updated 5 years ago
Alternatives and similar repositories for OD_Prediction
Users that are interested in OD_Prediction are comparing it to the libraries listed below
Sorting:
- RiccardoSpolaor / Verbal-Explanations-of-Spatio-Temporal-Graph-Neural-Networks-for-Traffic-ForecastingAn eXplainable AI system to elucidate short-term speed forecasts in traffic networks obtained by Spatio-Temporal Graph Neural Networks.☆20Updated last year
- Graph Markov Network for Traffic Forecasting with Missing Data☆30Updated 4 years ago
- Transportation data online prediction☆50Updated 4 years ago
- Using to predict the highway traffic speed☆34Updated 5 months ago
- Traffic Flow Prediction with Vehicle Trajectories☆72Updated 4 years ago
- Graph Neural Networks utilization for Spatiotemporal graphs. These methods will be applied into the problem of forecasting traffic flow o…☆23Updated 4 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
- This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.☆27Updated 3 months ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆33Updated 5 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆71Updated 4 years ago
- Paper STGAT: Spatial-Temporal Graph Attention Networks for Traffic Flow Forecasting☆21Updated 3 years ago
- Taxi Origin-Destination Demand Prediction☆54Updated 5 years ago
- Multistep Traffic Forecasting by Dynamic Graph Convolution: Interpretations of Real-Time Spatial Correlations☆16Updated last year
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆30Updated 2 years ago
- 利用已有的地铁流量历史数据建立模型,实现数据间存在的关联,为该城市未来一天的地铁流量进行一个较为准确的预测☆27Updated 5 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆221Updated 4 years ago
- ☆48Updated 5 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆93Updated 4 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆143Updated 7 months ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆141Updated 4 months ago
- codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction☆74Updated 3 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆111Updated 4 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆232Updated last year
- Spatiotemporal OD prediction based on traffic zones☆11Updated 2 months ago
- AAAIA2020-Accident Forecasting Experiments Setups☆41Updated 4 years ago
- ☆93Updated 3 years ago
- ☆39Updated 3 years ago
- 交通· 未来系列线上公益学术活动PPT☆118Updated 3 months ago
- ☆13Updated 7 years ago