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Translate distillation cost into expected-loss terms
credit-riskDomain requirement from regulated lending practiceDomain requirement from regulated lending practiceenhancementNew feature or requestNew feature or requestStatus: Open.#19 In orgoca/CompileML;Document compatibility with WOE-transformed features
credit-riskDomain requirement from regulated lending practiceDomain requirement from regulated lending practicedocumentationImprovements or additions to documentationImprovements or additions to documentationgood first issueGood for newcomersGood for newcomersStatus: Open.#18 In orgoca/CompileML;FAQ: why not PMML, ONNX, or m2cgen?
documentationImprovements or additions to documentationImprovements or additions to documentationgood first issueGood for newcomersGood for newcomersStatus: Open.#17 In orgoca/CompileML;Champion/challenger: diff two artifacts at the band and decision level
enhancementNew feature or requestNew feature or requesthelp wantedExtra attention is neededExtra attention is neededStatus: Open.#16 In orgoca/CompileML;Leaf-time exact attribution: remove the O(p²) explanation cost
enhancementNew feature or requestNew feature or requesthelp wantedExtra attention is neededExtra attention is neededStatus: Open.#15 In orgoca/CompileML;COBOL export: emit calibrated PD and reason codes
enhancementNew feature or requestNew feature or requesthelp wantedExtra attention is neededExtra attention is neededStatus: Open.#14 In orgoca/CompileML;Design: segmented scorecards and artifact suites
credit-riskDomain requirement from regulated lending practiceDomain requirement from regulated lending practicedesignNeeds a design decision before implementationNeeds a design decision before implementationStatus: Open.#13 In orgoca/CompileML;Report distillation retention by segment, not just globally
credit-riskDomain requirement from regulated lending practiceDomain requirement from regulated lending practiceenhancementNew feature or requestNew feature or requesthelp wantedExtra attention is neededExtra attention is neededStatus: Open.#12 In orgoca/CompileML;Treat missingness as informative: add a
missing_as_binpolicycredit-riskDomain requirement from regulated lending practiceDomain requirement from regulated lending practiceenhancementNew feature or requestNew feature or requestspec-changeRequires an ARTIFACT_SPEC.md revisionRequires an ARTIFACT_SPEC.md revisionStatus: Open.#11 In orgoca/CompileML;Fair lending: disparate impact testing and attribution-level disparity analysis
credit-riskDomain requirement from regulated lending practiceDomain requirement from regulated lending practiceenhancementNew feature or requestNew feature or requesthelp wantedExtra attention is neededExtra attention is neededStatus: Open.#10 In orgoca/CompileML;Stability monitoring: PSI, CSI, and score-distribution drift
credit-riskDomain requirement from regulated lending practiceDomain requirement from regulated lending practiceenhancementNew feature or requestNew feature or requesthelp wantedExtra attention is neededExtra attention is neededStatus: Open.#9 In orgoca/CompileML;Support monotone feature constraints in the distilled whitebox
credit-riskDomain requirement from regulated lending practiceDomain requirement from regulated lending practiceenhancementNew feature or requestNew feature or requesthelp wantedExtra attention is neededExtra attention is neededStatus: Open.#8 In orgoca/CompileML;