ExoBengal REST API

A FastAPI-based REST API for exoplanet detection and analysis using machine learning models.

Features

• Multiple ML Models: Support for Random Forest, Decision Tree, KNN, and CNN models
• Earth Similarity Index (ESI): Calculate how similar an exoplanet is to Earth
• Batch Processing: Analyze multiple exoplanets in a single request
• Model Selection: Choose specific models to run or execute all available models
• RESTful API: Clean, documented endpoints with automatic OpenAPI documentation

Interactive Documentation

Explore the API interactively using these documentation interfaces:

• Swagger UI: http://localhost:8000/docs
• ReDoc: http://localhost:8000/redoc

Endpoints Overview

• DetectExoplanet — Train and run RandomForest, CNN, and kNN models.
• ExoParams — Named input container for model features.
• Utilities — ESI and common helpers.