Uses of Package
org.tribuo.sequence

Packages that use org.tribuo.sequence

Package	Description
org.tribuo.classification.evaluation	Evaluation classes for multi-class classification.
org.tribuo.classification.sequence	Provides infrastructure for SequenceModels which emit Labels at each step of the sequence.
org.tribuo.classification.sequence.example	Provides a classification sequence data generator for smoke testing implementations.
org.tribuo.classification.sequence.viterbi	Provides an implementation of Viterbi for generating structured outputs, which can sit on top of any Label based classification model.
org.tribuo.classification.sgd.crf	Provides an implementation of a linear chain CRF trained using Stochastic Gradient Descent.
org.tribuo.evaluation.metrics	This package contains the infrastructure classes for building evaluation metrics.
org.tribuo.interop.onnx.extractors	Provides feature extraction implementations which use ONNX models.
org.tribuo.interop.tensorflow.sequence	Provides an interface for working with TensorFlow sequence models, using Tribuo's SequenceModel abstraction.
org.tribuo.provenance	Provides Tribuo specific infrastructure for the Provenance system which tracks models and datasets.
org.tribuo.provenance.impl	Provides internal implementations for empty provenance classes and TrainerProvenance.
org.tribuo.sequence	Provides core classes for working with sequences of Examples.

Classes in org.tribuo.sequence used by org.tribuo.classification.evaluation

Class	Description
SequenceModel	A prediction model, which is used to predict outputs for unseen instances.

Classes in org.tribuo.sequence used by org.tribuo.classification.sequence

Class	Description
AbstractSequenceEvaluator	Base class for sequence evaluators.
SequenceEvaluation	An immutable evaluation of a specific sequence model and dataset.
SequenceEvaluator	An evaluation factory which produces immutable SequenceEvaluations of a given SequenceDataset using the given SequenceModel.
SequenceExample	A sequence of examples, used for sequence classification.
SequenceModel	A prediction model, which is used to predict outputs for unseen instances.
SequenceTrainer	An interface for things that can train sequence prediction models.

Classes in org.tribuo.sequence used by org.tribuo.classification.sequence.example

Class	Description
MutableSequenceDataset	A MutableSequenceDataset is a SequenceDataset with a MutableFeatureMap which grows over time.
SequenceExample	A sequence of examples, used for sequence classification.

Classes in org.tribuo.sequence used by org.tribuo.classification.sequence.viterbi

Class	Description
SequenceDataset	A class for sets of data, which are used to train and evaluate classifiers.
SequenceExample	A sequence of examples, used for sequence classification.
SequenceModel	A prediction model, which is used to predict outputs for unseen instances.
SequenceTrainer	An interface for things that can train sequence prediction models.

Classes in org.tribuo.sequence used by org.tribuo.classification.sgd.crf

Class	Description
SequenceDataset	A class for sets of data, which are used to train and evaluate classifiers.
SequenceExample	A sequence of examples, used for sequence classification.
SequenceModel	A prediction model, which is used to predict outputs for unseen instances.
SequenceTrainer	An interface for things that can train sequence prediction models.

Classes in org.tribuo.sequence used by org.tribuo.evaluation.metrics

Class	Description
SequenceModel	A prediction model, which is used to predict outputs for unseen instances.

Classes in org.tribuo.sequence used by org.tribuo.interop.onnx.extractors

Class	Description
SequenceExample	A sequence of examples, used for sequence classification.

Classes in org.tribuo.sequence used by org.tribuo.interop.tensorflow.sequence

Class	Description
SequenceDataset	A class for sets of data, which are used to train and evaluate classifiers.
SequenceExample	A sequence of examples, used for sequence classification.
SequenceModel	A prediction model, which is used to predict outputs for unseen instances.
SequenceTrainer	An interface for things that can train sequence prediction models.

Classes in org.tribuo.sequence used by org.tribuo.provenance

Class	Description
SequenceDataset	A class for sets of data, which are used to train and evaluate classifiers.
SequenceTrainer	An interface for things that can train sequence prediction models.

Classes in org.tribuo.sequence used by org.tribuo.provenance.impl

Class	Description
SequenceTrainer	An interface for things that can train sequence prediction models.

Classes in org.tribuo.sequence used by org.tribuo.sequence

Class	Description
ImmutableSequenceDataset	This is a SequenceDataset which has an ImmutableFeatureMap to store the feature information.
IndependentSequenceModel	A SequenceModel which independently predicts each element of the sequence.
MinimumCardinalitySequenceDataset	This class creates a pruned dataset in which low frequency features that occur less than the provided minimum cardinality have been removed.
MutableSequenceDataset	A MutableSequenceDataset is a SequenceDataset with a MutableFeatureMap which grows over time.
SequenceDataset	A class for sets of data, which are used to train and evaluate classifiers.
SequenceDataSource	A interface for things that can be given to a SequenceDataset's constructor.
SequenceEvaluation	An immutable evaluation of a specific sequence model and dataset.
SequenceEvaluator	An evaluation factory which produces immutable SequenceEvaluations of a given SequenceDataset using the given SequenceModel.
SequenceExample	A sequence of examples, used for sequence classification.
SequenceModel	A prediction model, which is used to predict outputs for unseen instances.
SequenceTrainer	An interface for things that can train sequence prediction models.