An interface representing a class of transformations which can be applied to a feature.
A tag interface for provenances in the transformation system.
An interface for the statistics that need to be collected for a specific
A carrier type for a set of transformations to be applied to a
A carrier type as OLCUT does not support nested generics.
|TransformedModel<T extends Output<T>>|
|TransformTrainer<T extends Output<T>>|
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.
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