AmirhosseinHonardoust/Underwriting-Decision-Safety-Lab

A decision-safety lab for loan approval: trains a baseline classifier, calibrates probabilities (ECE/Brier), sweeps confidence thresholds to build a coverage, quality frontier and outputs a defensible abstention policy (auto-decide vs review). Includes a Streamlit dashboard for report cards, triage UI, and data quality checks.

GitHub repository with 13 stars and 0 forks.

Language: Python

Topics: abstention, calibration, classification, credit-risk, data-quality, data-science, decision-policy, loan-approval, machine-learning, mlops

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2026-06-09: 13 stars and 0 forks.

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