Projects in Awesome Lists tagged with selective-classification
A curated list of projects in awesome lists tagged with selective-classification .
https://github.com/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.
abstention calibration classification credit-risk data-quality data-science decision-policy loan-approval machine-learning mlops model-evaluation monitoring pandas reliability responsible-ai scikit-learn selective-classification streamlit uncertainty underwriting
Last synced: 10 Jun 2026
https://github.com/sanjaradylov/scikit-fallback
Machine Learning with a Reject Option
fallback-classification machine-learning scikit-learn selective-classification
Last synced: 26 Oct 2025
