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Package org.tribuo.transform

Provides infrastructure for applying transformations to a Dataset.

See: Description

Package org.tribuo.transform Description

Provides infrastructure for applying transformations to a Dataset.

This package is the necessary infrastructure for transformations. The workflow is first to build a TransformationMap which represents the Transformations and the order that they should be applied to each Feature. This can be applied to a Dataset to produce a TransformerMap which contains a fitted set of Transformers which can be used to apply the transformation to any other Dataset (e.g., to apply the same transformation to training and test sets), or to be used at prediction time to stream data through.

It also provides a TransformTrainer which accepts a TransformationMap and an inner Trainer and produces a TransformedModel which automatically transforms it's input data at prediction time.

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