End-to-end credit risk pipeline for PD, LGD, EAD, expected loss, IFRS 9-style staging, and stress testing on LendingClub loan data.
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Updated
Apr 13, 2026 - Jupyter Notebook
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pd-modeling
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Bankacılık ve Fintech sektöründe kullanılan Probability of Default (PD) modellerinin, Naeem Siddiqi'nin standartlaştırdığı metodolojilere ve Basel regülasyonlarına sadık kalarak geliştirilmesini kapsar.
data-science machine-learning statistics linear-regression feature-selection feature-extraction weight-of-evidence regulations shap explainability model-inference pd-modeling
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Updated
Feb 23, 2026 - Jupyter Notebook
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