This is the repository for the collection of Deep Learning for Traffic Prediction Problems.
☆232Oct 25, 2023Updated 2 years ago
Alternatives and similar repositories for DL4Traffic
Users that are interested in DL4Traffic are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,199Aug 7, 2024Updated last year
- Summary of open source code for deep learning models in the field of traffic prediction☆279Nov 17, 2022Updated 3 years ago
- 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
- Paper list in traffic prediction field☆229Jul 6, 2024Updated last year
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆329May 24, 2021Updated 4 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.
- A collection of research on spatio-temporal data mining☆157Jan 20, 2025Updated last year
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆142Dec 23, 2023Updated 2 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆139Jul 2, 2024Updated last year
- 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
- ☆19Apr 17, 2022Updated 3 years ago
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆392Nov 9, 2020Updated 5 years ago
- LibCity: An Open Library for Urban Spatial-temporal Data Mining☆1,106Dec 18, 2024Updated last year
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆275Nov 1, 2023Updated 2 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆228Jan 26, 2021Updated 5 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.
- ☆28Sep 13, 2024Updated last year
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆218Nov 15, 2025Updated 4 months ago
- A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.☆1,724Dec 23, 2025Updated 3 months ago
- ☆19Jun 29, 2020Updated 5 years ago
- Display of data sets and core code in STCGCN☆29Nov 16, 2022Updated 3 years ago
- ☆14Mar 27, 2023Updated 3 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆75Mar 15, 2021Updated 5 years ago
- Repo for CrossTReS: Cross-city Transfer Learning for Traffic Prediction via Source Region Selection☆18Dec 13, 2022Updated 3 years ago
- Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)☆949Mar 12, 2026Updated 2 weeks ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆14Feb 22, 2024Updated 2 years ago
- 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
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆447Feb 4, 2020Updated 6 years ago
- [IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network☆36Sep 15, 2024Updated last year
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆200Dec 12, 2024Updated last year
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆37Apr 13, 2023Updated 2 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆173Apr 22, 2021Updated 4 years ago
- ☆13Mar 29, 2022Updated 3 years ago
- Dynamic Switch-Attention Network☆20Aug 25, 2021Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Multi-sensor traffic flow forecasting.☆14Jul 23, 2022Updated 3 years ago
- Adaptive Graph Convolutional Recurrent Network☆420Feb 23, 2024Updated 2 years ago
- [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
- ☆40Mar 28, 2022Updated 3 years ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆287Oct 13, 2023Updated 2 years ago
- [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)☆22May 18, 2021Updated 4 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆59Aug 21, 2022Updated 3 years ago