Built real-time traffic prediction system using Graph Neural Networks (GNN) & Graph Convolutional Networks (GCN). Integrates GCN & LSTM layers for spatial-temporal dependencies. Generates synthetic traffic data, provides real-time predictions & visualizations. Tech: Python, PyTorch Geometric, NetworkX, NumPy, Matplotlib.
☆25May 25, 2024Updated last year
Alternatives and similar repositories for Real-Time-Traffic-Flow-Prediction-Using-Spatio-Temporal-GNN
Users that are interested in Real-Time-Traffic-Flow-Prediction-Using-Spatio-Temporal-GNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆11Oct 28, 2021Updated 4 years ago
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆17Jan 26, 2026Updated 2 months ago
- ns3-simulator-for-satellite☆11Jul 29, 2022Updated 3 years ago
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆34Nov 13, 2025Updated 4 months ago
- [Science China Information Sciences 2023] MFVNet: Deep Adaptive Fusion Network with Multiple Field-of-Views for Remote Sensing Image Sema…☆16Apr 26, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆15Dec 26, 2021Updated 4 years ago
- this is a module for ns3 to support dtn☆10Jun 2, 2018Updated 7 years ago
- 改进的st-GCN代码☆24Oct 20, 2020Updated 5 years ago
- Load balancing based on reinforcement learning.☆11Oct 11, 2020Updated 5 years ago
- ☆12Jan 16, 2023Updated 3 years ago
- ☆11Nov 8, 2022Updated 3 years ago
- EO-CNN: An Enhanced CNN Model Trained by Equilibrium Optimization for Traffic Transportation Prediction☆14Jun 6, 2020Updated 5 years ago
- Baseline model for crop type segmentation as part of the HLS FM downstream task evaluations☆24Feb 5, 2024Updated 2 years ago
- genetic algorithm usage for routing optimization ( pyqt )☆15Mar 24, 2019Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Evaluation Tool for Satellite Swarm Communication Protocols☆17Nov 23, 2023Updated 2 years ago
- 论文：车联网边缘计算中一种具有时变部署约束的在线 资源分配机制 的实现代码和实验数据☆10Jul 14, 2023Updated 2 years ago
- Methods and tools for multistep-ahead time series conformal prediction.☆44Feb 5, 2026Updated last month
- The Incremental Deployment Method of Segment Routing over an IPv6 (SRv6) Network Based on Graph Neural Network (GNN) and Multi-Agent Rein…☆16Jan 24, 2025Updated last year
- ☆23Aug 21, 2025Updated 7 months ago
- Multipath port (from legacy ns-3.6) to a newer simulator version (namely, ns-3.13)☆12Aug 14, 2013Updated 12 years ago
- ☆25Apr 11, 2017Updated 8 years ago
- Using GCN and ChebNet implement traffic flow data prediction.☆32Aug 3, 2020Updated 5 years ago
- DATE'24 paper: "Hierarchical Source-to-Post-Route QoR Prediction in High-Level Synthesis with GNNs"☆20Dec 10, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Genetic algorithm tuned through reinforcement learning☆17Jul 2, 2021Updated 4 years ago
- satellite routing☆17Mar 1, 2020Updated 6 years ago
- A curated list of papers on large-scale graph learning.☆28Mar 24, 2024Updated 2 years ago
- Automatically exported from code.google.com/p/mptcp-ns3☆21Apr 15, 2015Updated 10 years ago
- This repository provides a way to extract water bodies using deep learning methods in GEE.☆36Nov 9, 2022Updated 3 years ago
- A simulation repo for a graph-based customizable handover framework for LEO satellite networks using AGI-STK starlink data.☆34Mar 25, 2023Updated 3 years ago
- A 46-classes public dataset for remote sensing image scene classification.☆41Apr 30, 2019Updated 6 years ago
- Need i say more? GNN-DRL routing inspired by https://ieeexplore.ieee.org/document/9680855 and built from work done here https://github.co…☆36Dec 1, 2024Updated last year
- 浙江大学电气工程学院毕业论文文献综述与开题报告Latex模板☆29Apr 9, 2019Updated 6 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.
- ☆100Jun 12, 2025Updated 9 months ago
- 24-Hour Programming Competition - Problems and solutions from Spain Student Branches☆34Oct 26, 2018Updated 7 years ago
- Code for our paper on doing resource allocation with graph neural networks☆32Jun 24, 2021Updated 4 years ago
- List of datasets and codes for remote sensing LULC applications.☆54Aug 1, 2024Updated last year
- 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
- A generator for constructing dynamic network topology. This generator can support routing or transport research on network topology with …☆32Aug 15, 2020Updated 5 years ago
- GACNN: TRAINING DEEP CONVOLUTIONAL NEURAL NETWORKS WITH GENETIC ALGORITHM☆23Jan 6, 2020Updated 6 years ago