kbhujbal / NASA_exoplanet_detection_using_CNN_transfromerView on GitHub
Hybrid CNN-Transformer model for automated exoplanet transit detection on NASA Kepler light curves. Features dual scale CNN branches, Transformer based sequence modelling, Grad CAM + SHAP + attention explainability, and Monte Carlo Dropout uncertainty quantification. 5 fold cross validated with baseline comparisons.
23Apr 26, 2026Updated 2 months ago

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