aptx1231 / Traffic-Prediction-Open-Code-SummaryLinks
Summary of open source code for deep learning models in the field of traffic prediction
☆260Updated 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…☆289Updated last year
- Paper list in traffic prediction field☆223Updated 10 months ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆230Updated last year
- Traffic data processing tools in LibCity☆206Updated last year
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆244Updated last year
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆219Updated 4 years ago
- Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution, TKDD 2023☆299Updated 4 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆139Updated 5 months ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆128Updated 11 months ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆221Updated 3 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆180Updated 5 months ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆244Updated last year
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆137Updated 2 months ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆143Updated 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☆228Updated 4 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆232Updated 5 years ago
- ☆76Updated last year
- Adaptive Graph Convolutional Recurrent Network☆391Updated last year
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆659Updated 3 years ago
- A collection of research on spatio-temporal data mining☆151Updated 4 months ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆394Updated 5 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆109Updated 4 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆93Updated 4 years ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆167Updated 2 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆50Updated 2 years ago
- ☆91Updated 2 years ago
- curated baselines and evaluation metrics to benchmark the task traffic flow prediction☆28Updated 2 years ago
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆359Updated 4 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆69Updated 4 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆471Updated 3 years ago