NASA SpaceApps Exoplanet Finder Machine Learning Models

This repository contains trained machine learning models (.pkl) developed for the NASA Space Apps Challenge.

The models are designed to analyze astronomical flux/light curve data to assist in exoplanet detection and classification.

mybad it's still not organized well

I GOT TOO LAZY TO EVEN FIX ANYTHING !!!!!!!!

Project Overview

• Event: NASA International Space Apps Challenge
• Domain: Astronomy / Exoplanet Detection
• Tech: Machine Learning
• Model Format: .pkl (Pickle)

These models were trained using processed space telescope data and are intended for research, experimentation, and educational purposes.

K2Models

TESSModels

datasetsTESS_TOI_KEPLER

keplerModels

README.md

Model Details

• Input: Flux / Light Curve data / Space Data
• Output: Exoplanet classification or prediction
• Algorithms Used:
  • Logistic Regression / Random Forest / XGBoost

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I hate these projects

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