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.
☆26May 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:
- Enhancing Multi-Agent System Coordination in Autonomous Electric Vehicles Using Large Language Models☆20Dec 13, 2023Updated 2 years ago
- [AAAI 2026] Official repository of the EMAformer paper: "EMAformer: Enhancing Transformer through Embedding Armor for Time Series Forecas…☆35Dec 3, 2025Updated 4 months ago
- ☆12Mar 30, 2021Updated 5 years ago
- ☆32Mar 12, 2026Updated last month
- ☆11Oct 28, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆18Jan 26, 2026Updated 2 months ago
- using deep semantic segmentation networks for global multi-temporal cropland mapping from remote sensing big data☆13May 16, 2020Updated 5 years ago
- ☆12May 19, 2025Updated 10 months ago
- Repository for advanced traffic forecasting models integrating GCN, LSTM/Bi-LSTM, and attention mechanisms for improved accuracy, includi…☆30Aug 4, 2024Updated last year
- Code repository for the NAACL 2025 paper "LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language…☆44Oct 13, 2024Updated last year
- ☆16Feb 3, 2024Updated 2 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
- Python implementation for Bellman Conformal Inference algorithm for time series forecasting.☆25Feb 9, 2024Updated 2 years ago
- 改进的st-GCN代码☆24Oct 20, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Load balancing based on reinforcement learning.☆11Oct 11, 2020Updated 5 years ago
- ☆11Nov 8, 2022Updated 3 years ago
- ☆18Oct 6, 2025Updated 6 months ago
- 🔬 A Researcher&Agent-Friendly Framework for Time Series Analysis. Train Any Model on Any Dataset!☆62Updated this week
- Bayesian LSTM for time-series prediction.☆19May 28, 2020Updated 5 years ago
- STGNN model and others for comparison