Uses of Package
org.tribuo.transform

Packages that use org.tribuo.transform

Package	Description
org.tribuo	Provides the core interfaces and classes for using Tribuo.
org.tribuo.data	Provides classes for loading in data from disk, processing it into examples, and splitting datasets for things like cross-validation and train-test splits.
org.tribuo.impl	Provides implementations of base classes and interfaces from org.tribuo.
org.tribuo.transform	Provides infrastructure for applying transformations to a Dataset.
org.tribuo.transform.transformations	Provides implementations of standard transformations like binning, scaling, taking logs and exponents.

Classes in org.tribuo.transform used by org.tribuo

Class	Description
TransformationMap	A carrier type for a set of transformations to be applied to a Dataset.
TransformerMap	A collection of Transformers which can be applied to a Dataset or Example.

Classes in org.tribuo.transform used by org.tribuo.data

Class	Description
TransformationMap	A carrier type for a set of transformations to be applied to a Dataset.

Classes in org.tribuo.transform used by org.tribuo.impl

Class	Description
TransformerMap	A collection of Transformers which can be applied to a Dataset or Example.

Classes in org.tribuo.transform used by org.tribuo.transform

Class	Description
Transformation	An interface representing a class of transformations which can be applied to a feature.
TransformationMap	A carrier type for a set of transformations to be applied to a Dataset.
TransformedModel	Wraps a Model with it's TransformerMap so all Examples are transformed appropriately before the model makes predictions.
Transformer	A fitted Transformation which can apply a transform to the input value.
TransformerMap	A collection of Transformers which can be applied to a Dataset or Example.
TransformerMap.TransformerMapProvenance	Provenance for TransformerMap.
TransformStatistics	An interface for the statistics that need to be collected for a specific Transformation on a single feature.

Classes in org.tribuo.transform used by org.tribuo.transform.transformations

Class	Description
Transformation	An interface representing a class of transformations which can be applied to a feature.
TransformationProvenance	A tag interface for provenances in the transformation system.
Transformer	A fitted Transformation which can apply a transform to the input value.
TransformStatistics	An interface for the statistics that need to be collected for a specific Transformation on a single feature.