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DebiasED

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Crossvalidation modules

debiased.crossvalidation.scorers.binary_scorer module
debiased.crossvalidation.scorers.fairness_binary_scorer module

Mitigation modules - Inprocessing

debiased.mitigation.inprocessing.chakraborty_in module
debiased.mitigation.inprocessing.chen module
debiased.mitigation.inprocessing.gao module
debiased.mitigation.inprocessing.grari2 module
debiased.mitigation.inprocessing.islam module
debiased.mitigation.inprocessing.kilbertus module
debiased.mitigation.inprocessing.liu module
debiased.mitigation.inprocessing.zafar module

Mitigation modules - Preprocessing

debiased.mitigation.preprocessing.alabdulmohsin module
debiased.mitigation.preprocessing.calders module
debiased.mitigation.preprocessing.chakraborty module
debiased.mitigation.preprocessing.cock module
debiased.mitigation.preprocessing.dablain module
debiased.mitigation.preprocessing.iosifidis_resampledattribute module
debiased.mitigation.preprocessing.iosifidis_resampletarget module
debiased.mitigation.preprocessing.iosifidis_smotetarget module
debiased.mitigation.preprocessing.lahoti module
debiased.mitigation.preprocessing.li module
debiased.mitigation.preprocessing.zelaya_over module
debiased.mitigation.preprocessing.zelaya_smote module
debiased.mitigation.preprocessing.zelaya_over module
debiased.mitigation.preprocessing.zemel module

Predictors

debiased.mitigation.postprocessing.kamiranpost module
debiased.mitigation.postprocessing.pleiss module
debiased.mitigation.postprocessing.snel module

Related Topics

Documentation overview

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