karvonen

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bk1210 / Football-Player-Fatigue-Prediction-Wearable-IoT-Sensors-ML

Three-class football player fatigue prediction from PAMAP2 wearable IoT data. Karvonen heart rate labeling, SMOTE balancing, LOSO cross-validation, personalized Random Forest. 97.96% LOSO accuracy + coach substitution-alert dashboard.

iot data-science random-forest tensorflow scikit-learn lstm data-analytics football smote sports-analytics football-analytics wearable-sensors pamap2 injury-prevention loso coach-dashboard fatigue-prediction karvonen

Updated Apr 21, 2026
Jupyter Notebook

gazzycodes / uruj-labs

Star

Personal physiology lab + cycling-training brain for Android. Real RMSSD HRV from BLE chest strap, CAR detector, orthostatic test, physics-model power, polarized 80/20 compliance, multi-sport TSB, snapshot-persisted trends. Sovereign data. Free forever.

android kotlin ecg ble hrv cycling biohacking physiology cycling-computer endurance-training karvonen

Updated May 19, 2026
Kotlin

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