A full-stack machine learning application for transiting exoplanet predictions.

astra-sn/
├── astra-frontend/    # Next.js frontend application
├── astra-backend/     # FastAPI backend service
└── README.md          # This file

Astra-SN is a comprehensive ML platform that combines a modern web interface with a powerful prediction API for analyzing transiting exoplanet data.

cd astra-backend
uv sync
uv run python -m uvicorn main:app --host 127.0.0.1 --port 8000 --reload

The API will be available at http://127.0.0.1:8000 API documentation: http://127.0.0.1:8000/docs

cd astra-frontend
npm install
npm run dev

The frontend will be available at http://localhost:3000

• ML Predictions: Random Forest model for exoplanet classification
• CSV Upload: Batch predictions from CSV files
• Interactive UI: Modern Next.js interface
• REST API: FastAPI backend with automatic documentation

• Python 3.12+
• Node.js 18+
• uv (Python package manager)

MIT