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.
☆28May 25, 2024Updated 2 years ago
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:
- Repository for advanced traffic forecasting models integrating GCN, LSTM/Bi-LSTM, and attention mechanisms for improved accuracy, includi…☆32Aug 4, 2024Updated 2 years ago
- using deep semantic segmentation networks for global multi-temporal cropland mapping from remote sensing big data☆13May 16, 2020Updated 6 years ago
- ☆12May 19, 2025Updated last year
- three.js+vue 3D建筑☆10Jan 7, 2023Updated 3 years ago
- ns3-simulator-for-satellite☆11Jul 29, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Pytorch-基于GCN/GAT/Chebnet图神经网络实现的交通流预测☆23Dec 5, 2023Updated 2 years ago
- Official repository for the paper "Relational Conformal Prediction for Correlated Time Series" (ICML 2025)☆18Jul 7, 2025Updated last year
- VectorNet Code Replication，Contains mini data datasets that can be run directly，The visualization content will be updated in the future☆14Jun 28, 2024Updated 2 years ago
- [Science China Information Sciences 2023] MFVNet: Deep Adaptive Fusion Network with Multiple Field-of-Views for Remote Sensing Image Sema…☆17Apr 26, 2023Updated 3 years ago
- This is an official pytorch implementation for paper "Hi-Patch: Hierarchical Patch GNN for Irregular Multivariate Time Series" (ICML-25).☆19May 2, 2025Updated last year
- ☆15Dec 26, 2021Updated 4 years ago
- this is a module for ns3 to support dtn☆10Jun 2, 2018Updated 8 years ago
- Python implementation for Bellman Conformal Inference algorithm for time series forecasting.☆26Feb 9, 2024Updated 2 years ago
- ☆12Jan 16, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆11Oct 7, 2023Updated 2 years ago
- ☆12Nov 8, 2022Updated 3 years ago
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆20Jan 26, 2026Updated 7 months ago
- ☆13Jan 5, 2024Updated 2 years ago
- Another Wheel to parse json☆11Mar 13, 2020Updated 6 years ago
- genetic algorithm usage for routing optimization ( pyqt )☆15Mar 24, 2019Updated 7 years ago
- Traffic sign recognition☆14Dec 16, 2022Updated 3 years ago
- STGNN model and others for comparison☆10Mar 24, 2023Updated 3 years ago
- Code for the paper "Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection"☆11Aug 7, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Feature extraction from speech signals based on representation learning strategies using pre-trained autoencoders☆19Jul 6, 2023Updated 3 years ago
- 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
- BNNetSimulator is a packet-level network simulator to generate datasets for research and analysis.☆19Feb 8, 2024Updated 2 years ago
- ☆16Feb 3, 2024Updated 2 years ago
- Baseline model for crop type segmentation as part of the HLS FM downstream task evaluations☆23Feb 5, 2024Updated 2 years ago
- Air Quality Predictions with a Semi-Supervised Bidirectional LSTM Neural Network☆26Sep 28, 2021Updated 4 years ago
- ☆12Apr 7, 2019Updated 7 years ago
- Implementation of RouteNet, an effective way for Network Modeling and Optimization in SDN☆18Mar 21, 2024Updated 2 years ago
- Waymo Open Dataset☆16Sep 8, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Multipath port (from legacy ns-3.6) to a newer simulator version (namely, ns-3.13)☆12Aug 14, 2013Updated 13 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 3 years ago
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆36Nov 13, 2025Updated 9 months ago
- 这是一个westwood算法的进化☆15Sep 3, 2022Updated 4 years ago
- Project codes of ns3 and DRL☆15Oct 8, 2020Updated 5 years ago
- ☆13Aug 8, 2024Updated 2 years ago
- ☆18Jul 7, 2025Updated last year