Snorkel Augmentation PackageΒΆ

Programmatic data set augmentation: TF creation and data generation utilities.

ApplyAllPolicy

Apply all TFs in order to each data point.

ApplyEachPolicy

Apply each TF individually to each data point.

ApplyOnePolicy

Apply a single TF to each data point.

MeanFieldPolicy

Sample sequences of TFs according to a distribution.

PandasTFApplier

TF applier for a Pandas DataFrame.

RandomPolicy

Naive random augmentation policy.

TFApplier

TF applier for a list of data points.

TransformationFunction

Base class for TFs.

transformation_function

Decorate functions to create TFs.