Uses of Interface
org.tribuo.transform.Transformer
Packages that use Transformer
Package
Description
Provides infrastructure for applying transformations to a
Dataset
.Provides implementations of standard transformations like binning, scaling, taking logs and exponents.
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Uses of Transformer in org.tribuo.transform
Methods in org.tribuo.transform that return TransformerModifier and TypeMethodDescriptionstatic Transformer
Transformer.deserialize
(org.tribuo.protos.core.TransformerProto proto) Deserializes aTransformerProto
into aTransformer
subclass.TransformStatistics.generateTransformer()
Generates the appropriateTransformer
from the collected statistics.Methods in org.tribuo.transform that return types with arguments of type TransformerModifier and TypeMethodDescriptionTransformerMap.entrySet()
Get the feature names and associated list of transformers.Gets the transformers associated with a given feature name.Method parameters in org.tribuo.transform with type arguments of type TransformerModifier and TypeMethodDescriptionstatic double
TransformerMap.applyTransformerList
(double value, List<Transformer> transformerList) Applies aList
ofTransformer
s to the supplied double value, returning the transformed value.Constructor parameters in org.tribuo.transform with type arguments of type TransformerModifierConstructorDescriptionTransformerMap
(Map<String, List<Transformer>> map, DatasetProvenance datasetProvenance, com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance transformationMapProvenance) Constructs a transformer map which encapsulates a set of transformers that can be applied to features. -
Uses of Transformer in org.tribuo.transform.transformations
Classes in org.tribuo.transform.transformations that implement TransformerModifier and TypeClassDescriptionstatic final class
The implementation of aTransformer
which splits the input into n bins.final class
This is used for stateless functions such as exp, log, addition or multiplication by a constant.Methods in org.tribuo.transform.transformations that return Transformer