Package org.tribuo.interop.tensorflow.sequence

Provides an interface for working with Tensorflow sequence models, using Tribuo's SequenceModel abstraction.

See: Description

Interface Summary

Interface	Description
SequenceExampleTransformer<T extends Output<T>>	Converts a sequence example into a feed dict suitable for Tensorflow.
SequenceOutputTransformer<T extends Output<T>>	Converts a Tensorflow output tensor into a list of predictions, and a Tribuo sequence example into a Tensorflow tensor suitable for training.

Class Summary

Class	Description
TensorflowSequenceModel<T extends Output<T>>	A Tensorflow model which implements SequenceModel, suitable for use in sequential prediction tasks.
TensorflowSequenceTrainer<T extends Output<T>>	A trainer for SequenceModels which use an underlying Tensorflow graph.
TensorflowSequenceTrainer.TensorflowSequenceTrainerProvenance

Package org.tribuo.interop.tensorflow.sequence Description

Provides an interface for working with Tensorflow sequence models, using Tribuo's SequenceModel abstraction.

N.B. Tensorflow support is experimental and may change without a major version bump.