Uses of Class
org.tribuo.provenance.DatasetProvenance
Package
Description
Provides the core interfaces and classes for using Tribuo.
Provides utility datasets which subsample or otherwise
transform the wrapped dataset.
This package contains the abstract implementation of an external model
trained by something outside of Tribuo.
Provides Tribuo specific infrastructure for the
Provenance
system which
tracks models and datasets.Provides internal implementations for empty provenance classes and TrainerProvenance.
Provides core classes for working with sequences of
Example
s.Provides infrastructure for applying transformations to a
Dataset
.-
Uses of DatasetProvenance in org.tribuo
Modifier and TypeMethodDescriptionImmutableDataset.getProvenance()
MutableDataset.getProvenance()
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Uses of DatasetProvenance in org.tribuo.dataset
Modifier and TypeClassDescriptionstatic final class
Provenance for theDatasetView
.static class
Provenance forMinimumCardinalityDataset
.static final class
Provenance forSelectedFeatureDataset
.Modifier and TypeMethodDescriptionMinimumCardinalityDataset.getProvenance()
SelectedFeatureDataset.getProvenance()
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Uses of DatasetProvenance in org.tribuo.interop
Modifier and TypeClassDescriptionclass
A dummy provenance used to describe the dataset of external models. -
Uses of DatasetProvenance in org.tribuo.provenance
Modifier and TypeFieldDescriptionprotected final DatasetProvenance
ModelProvenance.datasetProvenance
The dataset provenance.Modifier and TypeMethodDescriptionFeatureSetProvenance.getDatasetProvenance()
The training dataset provenance.ModelProvenance.getDatasetProvenance()
The training dataset provenance.ModifierConstructorDescriptionEnsembleModelProvenance
(String className, OffsetDateTime time, DatasetProvenance datasetProvenance, TrainerProvenance trainerProvenance, com.oracle.labs.mlrg.olcut.provenance.ListProvenance<? extends ModelProvenance> memberProvenance) Creates a provenance for an ensemble model tracking the class name, creation time, dataset provenance and trainer provenance along with the individual model provenances for each ensemble member.EnsembleModelProvenance
(String className, OffsetDateTime time, DatasetProvenance datasetProvenance, TrainerProvenance trainerProvenance, Map<String, com.oracle.labs.mlrg.olcut.provenance.Provenance> instanceProvenance, boolean trackSystem, com.oracle.labs.mlrg.olcut.provenance.ListProvenance<? extends ModelProvenance> memberProvenance) Creates a provenance for an ensemble model tracking the class name, creation time, dataset provenance, trainer provenance and any instance specific provenance along with the individual model provenances for each ensemble member.EnsembleModelProvenance
(String className, OffsetDateTime time, DatasetProvenance datasetProvenance, TrainerProvenance trainerProvenance, Map<String, com.oracle.labs.mlrg.olcut.provenance.Provenance> instanceProvenance, com.oracle.labs.mlrg.olcut.provenance.ListProvenance<? extends ModelProvenance> memberProvenance) Creates a provenance for an ensemble model tracking the class name, creation time, dataset provenance, trainer provenance and any instance specific provenance along with the individual model provenances for each ensemble member.FeatureSetProvenance
(String className, DatasetProvenance datasetProvenance, FeatureSelectorProvenance fsProvenance) Creates a feature set provenance tracking the dataset provenance and feature selector provenance.ModelProvenance
(String className, OffsetDateTime time, DatasetProvenance datasetProvenance, TrainerProvenance trainerProvenance) Creates a model provenance tracking the class name, creation time, dataset provenance and trainer provenance.ModelProvenance
(String className, OffsetDateTime time, DatasetProvenance datasetProvenance, TrainerProvenance trainerProvenance, Map<String, com.oracle.labs.mlrg.olcut.provenance.Provenance> instanceProvenance) Creates a model provenance tracking the class name, creation time, dataset provenance, trainer provenance and any instance specific provenance.ModelProvenance
(String className, OffsetDateTime time, DatasetProvenance datasetProvenance, TrainerProvenance trainerProvenance, Map<String, com.oracle.labs.mlrg.olcut.provenance.Provenance> instanceProvenance, boolean trackSystem) Creates a model provenance tracking the class name, creation time, dataset provenance, trainer provenance and any instance specific provenance. -
Uses of DatasetProvenance in org.tribuo.provenance.impl
Modifier and TypeClassDescriptionfinal class
An empty DatasetProvenance, should not be used except by the provenance removal system. -
Uses of DatasetProvenance in org.tribuo.sequence
Modifier and TypeMethodDescriptionImmutableSequenceDataset.getProvenance()
MinimumCardinalitySequenceDataset.getProvenance()
MutableSequenceDataset.getProvenance()
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Uses of DatasetProvenance in org.tribuo.transform
ModifierConstructorDescriptionTransformerMap
(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.