libact.labelers package¶
Submodules¶
libact.labelers.ideal_labeler module¶
Ideal/Noiseless labeler that returns true label
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class
libact.labelers.ideal_labeler.
IdealLabeler
(dataset, **kwargs)¶ Bases:
libact.base.interfaces.Labeler
Provide the errorless/noiseless label to any feature vectors being queried.
Parameters: dataset (Dataset object) – Dataset object with the ground-truth label for each sample.
libact.labelers.interactive_labeler module¶
Interactive Labeler
This module includes an InteractiveLabeler.
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class
libact.labelers.interactive_labeler.
InteractiveLabeler
(**kwargs)¶ Bases:
libact.base.interfaces.Labeler
Interactive Labeler
InteractiveLabeler is a Labeler object that shows the feature through image using matplotlib and lets human label each feature through command line interface.
Parameters: label_name (list) – Let the label space be from 0 to len(label_name)-1, this list corresponds to each label’s name.
Module contents¶
Concrete labeler classes.