textflint.generation_layer.subpopulation.subpopulation¶
SubPopulation Abstract Class¶
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class
textflint.generation_layer.subpopulation.subpopulation.
SubPopulation
(intervals=None, **kwargs)[source]¶ Bases:
abc.ABC
An abstract class for extracting subset of examples.
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text_processor
= <textflint.common.preprocess.en_processor.EnProcessor object>¶
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score
(sample, field, **kwargs)[source]¶ Score the sample
- Parameters
sample – data sample
field (str|list) – field str
kwargs –
- Return int
score for sample
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get_slice
(scores, dataset)[source]¶ Pick up samples based on scores
- Parameters
scores (list) – list of int
dataset – Dataset
- Returns
subset samples
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