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- from .models .learners import ActiveLearner , Committee , CommitteeRegressor
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- from .acquisition import PI , EI , UCB , optimizer_PI , optimizer_EI , optimizer_UCB , max_PI , max_EI , max_UCB
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- from .uncertainty import classifier_uncertainty , classifier_margin , classifier_entropy , \
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- uncertainty_sampling , margin_sampling , entropy_sampling
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- from .disagreement import vote_entropy , consensus_entropy , KL_max_disagreement , \
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- vote_entropy_sampling , consensus_entropy_sampling , max_disagreement_sampling , max_std_sampling
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- from .density import information_density
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- from .batch import ranked_batch , uncertainty_batch_sampling
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-
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- __all__ = [
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- 'ActiveLearner' , 'Committee' , 'CommitteeRegressor' ,
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- 'PI' , 'EI' , 'UCB' , 'optimizer_PI' , 'optimizer_EI' , 'optimizer_UCB' , 'max_PI' , 'max_EI' , 'max_UCB' ,
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- 'classifier_uncertainty' , 'classifier_margin' , 'classifier_entropy' ,
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- 'uncertainty_sampling' , 'margin_sampling' , 'entropy_sampling' ,
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- 'vote_entropy' , 'consensus_entropy' , 'KL_max_disagreement' ,
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- 'vote_entropy_sampling' , 'consensus_entropy_sampling' , 'max_disagreement_sampling' , 'max_std_sampling' ,
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- 'information_density' ,
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- 'ranked_batch' , 'uncertainty_batch_sampling'
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- ]
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