dddssy / research_survey
research survey of traffic prediction
☆26Updated 7 years ago
Alternatives and similar repositories for research_survey:
Users that are interested in research_survey are comparing it to the libraries listed below
- Taxi Origin-Destination Demand Prediction☆53Updated 4 years ago
- ☆48Updated 5 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆49Updated 2 years ago
- Deep Learning for Spatio-Temporal Data☆67Updated 8 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☆25Updated 5 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆30Updated 4 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- 交通·未来系列线上公益学术活动PPT☆116Updated last month
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆90Updated 3 years ago
- LCTFP: A freeway traffic flow prediction model based on CNN and LSTM☆94Updated 6 years ago
- Reconstruction of DeepST☆103Updated 5 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆69Updated 4 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☆223Updated 4 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆70Updated 4 years ago
- ☆88Updated 2 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆18Updated 2 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 5 years ago
- DMVST-Net for AAAI 2018☆108Updated 4 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆55Updated 2 years ago
- Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data☆52Updated 3 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆30Updated last year
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆244Updated last year
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆41Updated 4 years ago
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆351Updated 4 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆230Updated last year
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆139Updated 4 months ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆228Updated 5 years ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆37Updated last year
- Code for the paper "Predicting origin-destination ride-sourcing demand with a spatio-temporal encoder-decoder residual multi-graph convol…☆15Updated 4 years ago
- ☆16Updated 2 years ago