insurance-validation — Deprecated

This package has been superseded by insurance-governance.

All functionality from insurance-validation — ModelCard, DataQualityReport, PerformanceReport, DiscriminationReport, StabilityReport, and ReportGenerator — is now part of insurance-governance under the insurance_governance.validation subpackage. The governance version also includes a numpy 2.0 compatibility fix (np.trapezoid / np.trapz fallback) and additional methods (gini_with_ci, ae_with_poisson_ci, hosmer_lemeshow_test, double_lift).

Migration

pip install insurance-governance

# Before
from insurance_validation import (
    ModelCard, DataQualityReport, PerformanceReport,
    DiscriminationReport, StabilityReport, ReportGenerator,
)

# After
from insurance_governance.validation import (
    ModelCard, DataQualityReport, PerformanceReport,
    DiscriminationReport, StabilityReport, ReportGenerator,
)

This repository is archived and will not receive further updates.