https://github.com/maruf346/studysync-ai
StudySync is an AI-powered Django web application that forms balanced student study groups using K-Means clustering. By analyzing student preferences, skill levels, and study habits, the system intelligently groups students for optimal collaboration.
https://github.com/maruf346/studysync-ai
ai-project student-grouping study-groups study-project study-sync studysync
Last synced: 6 days ago
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StudySync is an AI-powered Django web application that forms balanced student study groups using K-Means clustering. By analyzing student preferences, skill levels, and study habits, the system intelligently groups students for optimal collaboration.
- Host: GitHub
- URL: https://github.com/maruf346/studysync-ai
- Owner: Maruf346
- Created: 2025-04-21T16:41:14.000Z (28 days ago)
- Default Branch: main
- Last Pushed: 2025-05-01T06:11:58.000Z (18 days ago)
- Last Synced: 2025-05-01T06:29:06.805Z (18 days ago)
- Topics: ai-project, student-grouping, study-groups, study-project, study-sync, studysync
- Language: HTML
- Homepage:
- Size: 283 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# StudySync 🎓
StudySync is an AI-powered Django web application that forms balanced student study groups using K-Means clustering. By analyzing student preferences, skill levels, and study habits, the system intelligently groups students for optimal collaboration.
## 🚀 Features
- Student Data Upload via CSV
- AI-based Study Group Formation using K-Means Clustering
- Clean Group Output Presentation (Grouped student lists)
- Model Training & Deployment (Offline training, online predictions)
- Responsive Web Interface (User-friendly input and output views)
## 🛠 Tech Stack
- Backend: Django, Scikit-learn, Pandas, NumPy
- Model Persistence: joblib
- Frontend: HTML, CSS, Bootstrap/Tailwind (optional), JavaScript
- Data Handling: CSV Uploads
## 🤝 Contribution
Contributions are welcome! Feel free to submit a pull request or open an issue to suggest improvements.
## 📜 License
This project is licensed under the MIT License - see the LICENSE file for details.
## 📞 Contact
Author: Maruf Hossain
Dept. of CSE
Green University of Bangladesh
📧 Email: [email protected] , [email protected]