aptx1231 / Traffic-Prediction-Open-Code-SummaryLinks
Summary of open source code for deep learning models in the field of traffic prediction
☆266Updated 2 years ago
Alternatives and similar repositories for Traffic-Prediction-Open-Code-Summary
Users that are interested in Traffic-Prediction-Open-Code-Summary are comparing it to the libraries listed below
Sorting:
- 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
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆232Updated last year
- Paper list in traffic prediction field☆225Updated last year
- Traffic data processing tools in LibCity☆215Updated 2 years ago
- Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution, TKDD 2023☆305Updated 4 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆134Updated last year
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆93Updated 4 years ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆250Updated last year
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆220Updated 4 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆244Updated 2 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆238Updated 5 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆148Updated 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☆72Updated 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
- ☆93Updated 3 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆185Updated 7 months 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☆230Updated 4 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆232Updated 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
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆368Updated 4 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆18Updated 2 years ago
- ☆78Updated last year
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆673Updated 4 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆111Updated 4 years ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆40Updated 3 months ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆141Updated 4 months ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆26Updated 2 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆167Updated 4 years ago