Uses of Interface
org.tribuo.sequence.SequenceTrainer

Packages that use SequenceTrainer

Package	Description
org.tribuo.classification.sequence	Provides infrastructure for SequenceModels which emit Labels at each step of the sequence.
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.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.

Uses of SequenceTrainer in org.tribuo.classification.sequence

Fields in org.tribuo.classification.sequence declared as SequenceTrainer

Modifier and Type	Field	Description
SequenceTrainer<Label>	SeqTrainTest.SeqTrainTestOptions.trainer	Name of the trainer in the configuration file.

Uses of SequenceTrainer in org.tribuo.classification.sequence.viterbi

Classes in org.tribuo.classification.sequence.viterbi that implement SequenceTrainer

Modifier and Type	Class	Description
final class	ViterbiTrainer	Builds a Viterbi model using the supplied Trainer.

Uses of SequenceTrainer in org.tribuo.classification.sgd.crf

Classes in org.tribuo.classification.sgd.crf that implement SequenceTrainer

Modifier and Type	Class	Description
class	CRFTrainer	A trainer for CRFs using SGD.

Uses of SequenceTrainer in org.tribuo.interop.tensorflow.sequence

Classes in org.tribuo.interop.tensorflow.sequence that implement SequenceTrainer

Modifier and Type	Class	Description
class	TensorFlowSequenceTrainer<T extends Output<T>>	A trainer for SequenceModels which use an underlying TensorFlow graph.

Uses of SequenceTrainer in org.tribuo.provenance

Constructors in org.tribuo.provenance with parameters of type SequenceTrainer

Modifier	Constructor	Description
protected	SkeletalTrainerProvenance(SequenceTrainer<T> host)	Builds a trainer provenance extracting the standard information from the host.

Uses of SequenceTrainer in org.tribuo.provenance.impl

Constructors in org.tribuo.provenance.impl with parameters of type SequenceTrainer

Modifier	Constructor	Description
	TrainerProvenanceImpl(SequenceTrainer<T> host)	Construct a TrainerProvenance by reading all the configurable parameters along with the train call count.

Uses of SequenceTrainer in org.tribuo.sequence

Classes in org.tribuo.sequence that implement SequenceTrainer

Modifier and Type	Class	Description
final class	HashingSequenceTrainer<T extends Output<T>>	A SequenceTrainer that hashes all the feature names on the way in.
class	IndependentSequenceTrainer<T extends Output<T>>	Trains a sequence model by training a regular model to independently predict every example in each sequence.

Constructors in org.tribuo.sequence with parameters of type SequenceTrainer

Modifier	Constructor	Description
	HashingSequenceTrainer(SequenceTrainer<T> trainer, Hasher hasher)	Constructs a hashing sequence trainer using the supplied parameters.