Module: model_remediation.min_diff.keras.utils
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Utility functions and classes for integrating MinDiff.
Classes
class MinDiffPackedInputs: Named tuple containing both original_inputs and min_diff_data.
Functions
build_min_diff_dataset(...): Build MinDiff dataset from sensitive and nonsensitive datasets.
pack_min_diff_data(...): Packs min_diff_data with the x component of the original dataset.
unpack_min_diff_data(...): Unpacks min_diff_data from a utils.MinDiffPackedInputs instance.
unpack_original_inputs(...): Unpacks original_inputs from a utils.MinDiffPackedInputs instance.
validate_min_diff_structure(...): Validates that struct is a valid MinDiff structure.
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Last updated 2022-05-11 UTC.
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