An open-source collection of machine learning models served via FastAPI, with a modern Next.js frontend for interaction and experimentation.
This repository currently focuses on supervised learning models.
Support for unsupervised learning will be added in future updates.
- 📊 Supervised Machine Learning models
- ⚡ FastAPI backend for model serving
- 🌐 Next.js frontend with TanStack for state & data management
- 🔓 Open-source & extensible architecture
- 🧩 Easy to add new models and endpoints
- 📦 Dockerized for easy deployment
Supervised Learning
- Linear Regression
- Logistic Regression
- Decision Tree
- Random Forest
- FastAPI
- Python
- Scikit-learn
- Next.js
- TanStack (Query / Table)
- TypeScript
Contributions are welcome!
Feel free to open issues, suggest improvements, or submit pull requests.
endpoints.md && docker_guide.md are provided for reference.