YanJieWen / OD-STGCNLinks
Spatiotemporal OD prediction based on traffic zones
☆11Updated 3 months ago
Alternatives and similar repositories for OD-STGCN
Users that are interested in OD-STGCN are comparing it to the libraries listed below
Sorting:
- 交通·未来系列线上公益学术活动PPT☆117Updated 3 months 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 6 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆33Updated 5 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
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆30Updated 2 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆93Updated 4 years ago
- 《交通大数据理论与方法》☆170Updated 3 years ago
- ☆15Updated last year
- Summary of open source code for deep learning models in the field of traffic prediction☆268Updated 2 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆233Updated last year
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆298Updated last year
- Taxi Origin-Destination Demand Prediction☆54Updated 5 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆135Updated last year
- The repo for the ITSC 2022 paper "Forecasting Regional Multimodal Transportation Demand with Graph Neural Networks: An Open Dataset"☆22Updated 2 years ago
- 交通流量预测项目在研,以下是本人学习过程中积累整理的资源,会持续更新☆231Updated 4 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆50Updated 2 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆73Updated 4 years ago
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆369Updated 4 years ago
- The data and codes corresponding to the paper "Evaluation and prediction of transportation resilience under extreme weather events: A dif…☆19Updated 5 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆219Updated 4 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆111Updated 4 years ago
- ☆93Updated 3 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆239Updated 6 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆245Updated 2 years ago
- Code for Deep-learning Architecture for Short-term Passenger Flow Forecasting in Urban Rail Transit☆198Updated 5 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆143Updated 8 months ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆143Updated 5 months ago
- Dynamic Origin-Destination Matrix Prediction with Line Graph Neural Networks and Kalman Filter☆18Updated 5 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆59Updated 2 years ago