actableai.debiasing package

Submodules

actableai.debiasing.debiasing_model module

class actableai.debiasing.debiasing_model.DebiasingModel(**kwargs)

Bases: autogluon.core.models.abstract.abstract_model.AbstractModel

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convert_to_template()

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is_fit()

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classmethod load(path: str, reset_paths=True, verbose=True)

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persist_models()

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save(path=None, verbose=True)

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unpersist_models()

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actableai.debiasing.pivot_gan module

actableai.debiasing.residuals_model module

class actableai.debiasing.residuals_model.ResidualsModel(path, biased_groups, debiased_features)

Bases: object

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fit(X, hyperparameters=None, presets=None, ag_args_fit=None, num_cpus='auto', num_gpus='auto')

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classmethod load(path)

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persist_models()

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predict(X)

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residuals_file = 'residuals_predictor.pkl'

save(path=None)

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unpersist_models()

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Module contents