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selective-labels

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hossainpazooki / intuit-techweek-submission

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Intuit TechWeek NYC 2026 SMB Underwriting Challenge entry. A selective-labels credit-risk pipeline: one competing-risks hazard spine feeds all four deliverables — timing-integrated NPV decisions, cohort default trajectories, and do() counterfactuals. Validator-clean (RESULT: PASS, 0/0). sklearn-only, deterministic.

scikit-learn calibration survival-analysis causal-inference competing-risks credit-risk conformal-prediction counterfactuals smb-lending selective-labels
  • Updated Jun 19, 2026
  • Python

hossainpazooki / closed-loop-default-detection

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Deterministic selective-labels harness: measures PD models on the declined population real data never sees, and prices it in profit. Plants ground truth; the operating frontier is a 25-seed distribution, not a point. sklearn-only, byte-reproducible.

calibration synthetic-data positivity credit-risk g-computation do-calculus structural-causal-model inverse-propensity-weighting selective-labels unobserved-confounding
  • Updated Jul 29, 2026
  • Python

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