ARIEL Exoplanet Atmosphere ML

Regression on telescope light curves to predict atmospheric composition of exoplanets. Built for the ESA ARIEL NeurIPS 2024 challenge. Pipeline covers signal preprocessing, feature extraction from multi-wavelength ADC data, and gradient boosting regression.