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Please, update the README.md too. |
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This pull request adds support for Approximate Differential Dependency (ADD) validation, extending the existing Differential Dependency (DD) verifier. The core algorithm now supports a
satisfaction_thresholdparameter that allows a controlled fraction of violations. This change includes updates to the core algorithm, configuration, Python bindings, and adds an application example.Core ADD Validation Algorithm
satisfaction_threshold.satisfaction_thresholdfraction of tuple pairs satisfying the LHS also satisfy the RHS.Python Bindings
add_verificationthat points to the existingdd_verificationmodule.Python Examples
satisfaction_thresholdparameter and illustrate how ADD can be used to filter outliers.