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1. XGB-for-GSE185263-Dataset XGB-for-GSE185263-Dataset Public

   Reproducible Python pipeline that downloads GEO dataset GSE185263, trains an XGBoost model for early sepsis severity stratification (AUC 0.823, MCC 0.509), outputs ROC, confusion-matrix, gene-impor…

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2. exoplanet-habitability-ml exoplanet-habitability-ml Public

   Machine-learning pipeline that downloads the PHL exoplanet catalogue, trains an XGBoost classifier to predict planetary habitability (Earth Similarity Index ≥ 0.8), and uses SHAP to explain feature…

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3. infectious-diseases-prediction-xgboost infectious-diseases-prediction-xgboost Public

   XGBoost-based temporal prediction of high-incidence infectious diseases by county, year, and sex, with region-wise validation and SHAP feature analysis.

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4. surv-tcav-pbc surv-tcav-pbc Public

   Surv-TCAV-PBC is a fully reproducible pipeline for concept-based interpretability in survival analysis using the PBC-276 dataset and XGBoost-AFT models. It implements Surv-TCAV (Survival Testing wi…

   Python 1