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exoplanet-analysis

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exoplanet-detection-keplar-telescope-data

abhishek-x / exoplanet-detection-keplar-telescope-data

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Predicting potential exoplanets in star systems using light intensity curves data derived from observations made by the NASA Kepler space telescope.

deep-learning nasa exploratory-data-analysis machine-learning-algorithms exoplanets data-preprocessing exoplanet-transits exploratory-data-visualizations exoplanet exoplanet-detection exoplanet-analysis exoplanet-classification keplar-exo-planet
  • Updated Nov 15, 2023
  • Jupyter Notebook

ShubhamP1028 / Exoplanet-Habitability-Analysis-and-Prediction-Model

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This project performs a comprehensive analysis of exoplanet datasets using Python. It involves preprocessing NASA’s Kepler/K2 mission data, handling missing values, encoding categorical variables, and performing feature selection. EDA reveals correlations between planetary and stellar parameters Random Forest model to enhance predictive accuracy

random-forest astronomy space-exploration exoplanet-detection exoplanet-analysis ml-model-development
  • Updated Apr 29, 2025
  • Python

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