Summary of open source code for deep learning models in the field of traffic prediction
☆279Nov 17, 2022Updated 3 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Paper list in traffic prediction field☆228Jul 6, 2024Updated last year
- LibCity: An Open Library for Urban Spatial-temporal Data Mining☆1,115Dec 18, 2024Updated last year
- Traffic data processing tools in LibCity☆235Jun 22, 2023Updated 2 years ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,197Aug 7, 2024Updated last year
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆230Oct 25, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆318Nov 10, 2023Updated 2 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆251Jul 27, 2023Updated 2 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆329May 24, 2021Updated 4 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆162Apr 1, 2026Updated 2 weeks ago
- ☆13Mar 29, 2022Updated 4 years ago
- A collection of research on spatio-temporal data mining☆157Jan 20, 2025Updated last year
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆289Oct 13, 2023Updated 2 years ago
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,745Sep 1, 2025Updated 7 months ago
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆27Dec 31, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆258Jul 1, 2021Updated 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☆250Sep 28, 2020Updated 5 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆83Jul 19, 2025Updated 8 months ago
- 2017级北航计算机学院编译技术 C0文法编译器 生成mips代码 2019秋季学期☆25Jan 8, 2020Updated 6 years ago
- GMNS based traffic signal timing generation tool for multi-resolution modeling☆16Mar 10, 2023Updated 3 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆140Jul 2, 2024Updated last year
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆29Jul 24, 2023Updated 2 years ago
- [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"☆51May 8, 2025Updated 11 months ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆731Jul 13, 2021Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)☆22May 18, 2021Updated 4 years ago
- ☆15Jun 8, 2021Updated 4 years ago
- BUAA-2021深度学习中作业☆31May 2, 2021Updated 4 years ago
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆398Nov 9, 2020Updated 5 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆116Nov 29, 2020Updated 5 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆201Dec 12, 2024Updated last year
- Adaptive Graph Convolutional Recurrent Network☆429Feb 23, 2024Updated 2 years ago
- Codes for RiskSeq-TKDE☆21Nov 19, 2020Updated 5 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆448Feb 4, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- "Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022☆167Sep 14, 2024Updated last year
- This is an implementation of a traffic speed predicition model.☆10Oct 27, 2022Updated 3 years ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆39Apr 29, 2025Updated 11 months ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆524Apr 12, 2022Updated 4 years ago
- Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)☆951Updated this week
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆228Jan 26, 2021Updated 5 years ago
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆97May 17, 2021Updated 4 years ago