Module: model_remediation.counterfactual.losses

API for Counterfactual losses.

Classes

class CounterfactualLoss: CounterfactualLoss abstract base class.

class PairwiseAbsoluteDifferenceLoss: Mean Absolute difference loss between the original and counterfactual.

class PairwiseCosineLoss: Pairwise cosine loss between the original and counterfactual.

class PairwiseMSELoss: Pairwise mean squared error loss between the original and counterfactual.

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2022-05-11 UTC.