🛰️ Production-ready ML system for geomagnetic storm prediction | 98% AUC, 70% recall | Threshold-optimized ensemble with real-time inference | 29-year dataset (1996-2025) | NOAA SWPC operational standards | Complete MLOps pipeline
python data-science machine-learning deep-learning time-series scikit-learn noaa lightgbm predictive-analytics space-weather nasa-data imbalanced-learning ensemble-methods mlops production-ml real-time-prediction geomagnetic-storms physics-informed-ml operational-forecasting threshold-optimization
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Updated
Dec 3, 2025 - Python