Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.
☆159Mar 1, 2026Updated 3 weeks ago
Alternatives and similar repositories for Awesome-Traffic-Prediction
Users that are interested in Awesome-Traffic-Prediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆315Nov 10, 2023Updated 2 years ago
- open traffic datasets☆32Dec 28, 2018Updated 7 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☆330May 24, 2021Updated 4 years ago
- Summary of open source code for deep learning models in the field of traffic prediction☆279Nov 17, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,198Aug 7, 2024Updated last year
- ☆13Mar 29, 2022Updated 4 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆100Jul 18, 2022Updated 3 years ago
- ☆54Jun 13, 2023Updated 2 years ago
- - Create a queueing model at signalized intersections (e.g. shockwave profile model); - Create a simple SUMO network with traffic lights;…☆11Nov 18, 2021Updated 4 years ago
- 本仓库包含:时空数据处理、预测领域的相关论文;相关数据集;专家学者信息☆15Apr 20, 2021Updated 4 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆83Jul 19, 2025Updated 8 months ago
- ☆14Aug 18, 2021Updated 4 years ago
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆27Dec 31, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Graph Part)☆179Aug 23, 2022Updated 3 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆200Dec 12, 2024Updated last year
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆228Jan 26, 2021Updated 5 years ago
- Awesome Time-Series and Spatio-Temporal Related☆116Sep 7, 2023Updated 2 years ago
- ☆50May 17, 2022Updated 3 years ago
- This repository contains a list of papers on spatio-temporal graph, especially about GNNs on S-T graph.☆18Sep 8, 2023Updated 2 years ago
- ☆96Jul 10, 2022Updated 3 years ago
- 百度点石KDD 上下文感知多模式交通方式推荐 第23名解决方案☆12Jul 9, 2019Updated 6 years ago
- Multi-sensor traffic flow forecasting.☆14Jul 23, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- graph wavenet☆786Mar 14, 2022Updated 4 years ago
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,746Sep 1, 2025Updated 6 months ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆231Oct 25, 2023Updated 2 years ago
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆215Jul 6, 2023Updated 2 years ago
- LibCity: An Open Library for Urban Spatial-temporal Data Mining☆1,114Dec 18, 2024Updated last year
- Code for our Spatiotemporal Dynamic Network☆291Apr 28, 2019Updated 6 years ago
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆42Jan 27, 2023Updated 3 years ago
- This is the official release code of AAAI2023 accepted paper: "Causal Conditional Hidden Markov Model for Multimodal Traffic Prediction"☆12Nov 23, 2022Updated 3 years ago
- ☆11Jun 28, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- ☆19Apr 17, 2022Updated 3 years ago
- Adaptive Graph Convolutional Recurrent Network☆424Feb 23, 2024Updated 2 years ago
- [IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network☆36Sep 15, 2024Updated last year
- a project of resilience assessment for a bus-rail transit network☆13Jul 4, 2023Updated 2 years ago
- Code snippets of ST-ResNet by PyTorch☆69Oct 25, 2019Updated 6 years ago
- The official implementation of ChatTraffic.☆51Jan 14, 2025Updated last year
- A reviewed paper list about applying deep learning models for smarter transportation systems☆12Sep 15, 2020Updated 5 years ago