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…☆33Aug 4, 2024Updated last year
- Starting with Bi-Directional LSTMS☆19Mar 21, 2018Updated 8 years ago
- 一个基于Carla的换道决策强化学习模型的搭建。A reinforcement learning model for lane change decision making based on Carla.☆22Apr 15, 2025Updated last year
- ☆12May 19, 2025Updated last year
- ns3-simulator-for-satellite☆11Jul 29, 2022Updated 3 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.
- 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
- Double/Debiased Machine Learning implementation for Stata☆19Feb 12, 2026Updated 5 months ago
- Implementation of semi-supervised learning: UDA, MixMatch, Mean-teacher, focusing on NLP, powered by Pytorch☆12Jan 6, 2021Updated 5 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 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
- The official implementation of the paper "Topological Graph Convolutional Network-Based Urban Traffic Flow and Density Prediction"☆15Aug 13, 2021Updated 4 years ago
- ☆15Dec 26, 2021Updated 4 years ago
- this is a module for ns3 to support dtn☆10Jun 2, 2018Updated 8 years ago
- TCP congestion control using ns3-gym setup for DQN reinforcement learning.☆33Oct 11, 2022Updated 3 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.
- ☆12Jan 16, 2023Updated 3 years ago
- Load balancing based on reinforcement learning.☆11Oct 11, 2020Updated 5 years ago
- ☆12Nov 8, 2022Updated 3 years ago
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆20Jan 26, 2026Updated 6 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
- Bayesian LSTM for time-series prediction.☆19May 28, 2020Updated 6 years ago
- STGNN model and others for comparison☆10Mar 24, 2023Updated 3 years ago
- 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.
- Official implementation of attention-based spatio-temporal graph neural network published at Neurocomputing.☆10Dec 12, 2023Updated 2 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
- ☆19Oct 25, 2021Updated 4 years ago
- 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
- MGWR 2.0 Software☆21Sep 18, 2025Updated 10 months ago
- Air Quality Predictions with a Semi-Supervised Bidirectional LSTM Neural Network☆26Sep 28, 2021Updated 4 years ago
- ☆12Apr 7, 2019Updated 7 years ago
- Exploring NLP weak supervision approaches to train text classification models. The project is also a prototype for a semi-automated text …☆22Feb 18, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 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
- 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…☆35Nov 13, 2025Updated 8 months ago
- 这是一个westwood算法的进化☆15Sep 3, 2022Updated 3 years ago
- ☆13Aug 8, 2024Updated last year
- ☆18Jul 7, 2025Updated last year