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  1. bastianb.github.io bastianb.github.io Public

    HTML

  2. fraud-detection-ml fraud-detection-ml Public

    Fraud detection using machine learning with imbalanced bank transaction data. Risk-based modeling, feature explainability (SHAP), and ROC-AUC evaluation.

    Jupyter Notebook

  3. Valorant-Analysis-Matchs Valorant-Analysis-Matchs Public

    We will analyze player statistics, such as maps played, and complete missing information in order to build a standard predictive model

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  4. Credit-Risk Credit-Risk Public

    Credit risk modeling with HistGradientBoosting, featuring evaluation, SHAP explainability, threshold optimization, and high-risk client analysis.

    Jupyter Notebook