Arnavsao / Real-Time-Traffic-Flow-Prediction-Using-Spatio-Temporal-GNNView external linksLinks
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.
☆24May 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
Sorting:
- ☆10May 19, 2025Updated 8 months ago
- ☆11Oct 28, 2021Updated 4 years ago
- ☆26Oct 27, 2025Updated 3 months ago
- this is a module for ns3 to support dtn☆10Jun 2, 2018Updated 7 years ago
- Mobility Load Management in Cellular Networks☆10Jul 14, 2023Updated 2 years ago
- ☆16Feb 3, 2024Updated 2 years ago
- STGNN model and others for comparison☆10Mar 24, 2023Updated 2 years ago
- using deep semantic segmentation networks for global multi-temporal cropland mapping from remote sensing big data☆13May 16, 2020Updated 5 years ago
- Load balancing based on reinforcement learning.☆11Oct 11, 2020Updated 5 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
- BNNetSimulator is a packet-level network simulator to generate datasets for research and analysis.☆17Feb 8, 2024Updated 2 years ago
- ☆12Jan 16, 2023Updated 3 years 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
- genetic algorithm usage for routing optimization ( pyqt )☆15Mar 24, 2019Updated 6 years ago
- Project codes of ns3 and DRL☆16Oct 8, 2020Updated 5 years ago
- Multipath port (from legacy ns-3.6) to a newer simulator version (namely, ns-3.13)☆12Aug 14, 2013Updated 12 years ago
- ☆17Oct 6, 2025Updated 4 months ago
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆17Jan 26, 2026Updated 2 weeks ago
- 卫星网络TSN业务路由设计与实现 中的近似算法LCP实现☆19Jun 22, 2023Updated 2 years ago
- satellite routing☆17Mar 1, 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
- Simulation of Multi-Path-RDMA algorithm based on ns-3☆21May 12, 2024Updated last year
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆33Nov 13, 2025Updated 3 months ago
- A simulation repo for a graph-based customizable handover framework for LEO satellite networks using AGI-STK starlink data.☆31Mar 25, 2023Updated 2 years ago
- ☆25Apr 11, 2017Updated 8 years ago
- 多光谱影像引导的遥感影像道路提取网络☆31Apr 8, 2024Updated last year
- 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
- Equal-Cost MultiPath (ECMP) Implementation in ns-3☆28Jan 10, 2019Updated 7 years ago
- 清华卫星网络仿真平台☆41Jun 26, 2022Updated 3 years ago
- Code for our paper on doing resource allocation with graph neural networks☆32Jun 24, 2021Updated 4 years ago
- ns3-gym for multi-agent☆44Sep 4, 2025Updated 5 months ago
- This system can be used for low-orbit satellite related system experiments. This system has been configured with LEO related modules, whi…☆49Mar 20, 2020Updated 5 years ago
- The Python Network Modelling Simulator☆51Jul 22, 2020Updated 5 years ago
- 5G Network Slicing for Wi-Fi Networks☆55Feb 6, 2024Updated 2 years ago
- ☆75Jan 27, 2026Updated 2 weeks ago
- Code for Globecom2020 paper: Resource Allocation based on Graph Neural Networks in Vehicular Communications☆61Aug 17, 2023Updated 2 years ago
- Large-scale Satellite Networks Simulator (LSNS)☆81Jun 13, 2022Updated 3 years ago
- Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).☆673Aug 28, 2023Updated 2 years ago
- PyTorch implementation of STGCN☆77Dec 27, 2019Updated 6 years ago