Package org.tribuo.sequence

package org.tribuo.sequence

Provides core classes for working with sequences of Examples.

Mirrors the classes in org.tribuo but operating on SequenceExample.

Related Packages

Package	Description
org.tribuo	Provides the core interfaces and classes for using Tribuo.

Class	Description
AbstractSequenceEvaluator<T extends Output<T>,C extends MetricContext<T>,E extends SequenceEvaluation<T>,M extends EvaluationMetric<T,C>>	Base class for sequence evaluators.
HashingSequenceTrainer<T extends Output<T>>	A SequenceTrainer that hashes all the feature names on the way in.
HashingSequenceTrainer.HashingSequenceTrainerProvenance	Provenance for HashingSequenceTrainer.
ImmutableSequenceDataset<T extends Output<T>>	This is a SequenceDataset which has an ImmutableFeatureMap to store the feature information.
IndependentSequenceModel<T extends Output<T>>	A SequenceModel which independently predicts each element of the sequence.
IndependentSequenceTrainer<T extends Output<T>>	Trains a sequence model by training a regular model to independently predict every example in each sequence.
MinimumCardinalitySequenceDataset<T extends Output<T>>	This class creates a pruned dataset in which low frequency features that occur less than the provided minimum cardinality have been removed.
MinimumCardinalitySequenceDataset.MinimumCardinalitySequenceDatasetProvenance	Provenance for MinimumCardinalitySequenceDataset.
MutableSequenceDataset<T extends Output<T>>	A MutableSequenceDataset is a SequenceDataset with a MutableFeatureMap which grows over time.
SequenceDataset<T extends Output<T>>	A class for sets of data, which are used to train and evaluate classifiers.
SequenceDataSource<T extends Output<T>>	A interface for things that can be given to a SequenceDataset's constructor.
SequenceEvaluation<T extends Output<T>>	An immutable evaluation of a specific sequence model and dataset.
SequenceEvaluator<T extends Output<T>,E extends SequenceEvaluation<T>>	An evaluation factory which produces immutable SequenceEvaluations of a given SequenceDataset using the given SequenceModel.
SequenceExample<T extends Output<T>>	A sequence of examples, used for sequence classification.
SequenceModel<T extends Output<T>>	A prediction model, which is used to predict outputs for unseen instances.
SequenceModelExplorer	A CLI for interacting with a SequenceModel.
SequenceModelExplorer.SequenceModelExplorerOptions	Command line options.
SequenceTrainer<T extends Output<T>>	An interface for things that can train sequence prediction models.