Snorkel Labeling PackageΒΆ
Programmatic data set labeling: LF creation, models, and analysis utilities.
LF applier for a Dask DataFrame. |
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Run analyses on LFs using label matrix. |
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LF applier for a list of data points (e.g. |
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A model for learning the LF accuracies and combining their output labels. |
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Base class for labeling functions. |
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Majority class label model. |
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Majority vote label model. |
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Special labeling function type for spaCy-based LFs. |
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LF applier for a Pandas DataFrame. |
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Parallel LF applier for a Pandas DataFrame. |
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Random vote label model. |
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LF applier for a Spark RDD. |
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Special labeling function type for SpaCy-based LFs running on Spark. |
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Filter out examples not covered by any labeling function. |
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Decorator to define a LabelingFunction object from a function. |
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Decorator to define an NLPLabelingFunction object from a function. |
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Decorator to define a SparkNLPLabelingFunction object from a function. |