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 TransformerTransformer.deserialize(org.tribuo.protos.core.TransformerProto proto) Deserializes aTransformerProtointo aTransformersubclass.TransformStatistics.generateTransformer()Generates the appropriateTransformerfrom 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 doubleTransformerMap.applyTransformerList(double value, List<Transformer> transformerList) Applies aListofTransformers 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 classThe implementation of aTransformerwhich splits the input into n bins.final classThis is used for stateless functions such as exp, log, addition or multiplication by a constant.Methods in org.tribuo.transform.transformations that return Transformer