Package org.tribuo.interop.tensorflow.sequence

package org.tribuo.interop.tensorflow.sequence

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.

Related Packages

Package	Description
org.tribuo.interop.tensorflow	Provides an interface to TensorFlow, allowing the training of non-sequential models using any supported Tribuo output type.
org.tribuo.interop.tensorflow.example	Example architectures for use with Tribuo's TF interface.

Class	Description
SequenceFeatureConverter	Converts a sequence example into a feed dict suitable for TensorFlow.
SequenceOutputConverter<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.
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	Provenance for TensorFlowSequenceTrainer.