Uses of Package
org.tribuo.interop.tensorflow

Packages that use org.tribuo.interop.tensorflow

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

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

Class	Description
DenseFeatureConverter	Converts a sparse example into a dense float vector, then wraps it in a TFloat32.
FeatureConverter	Transforms an Example or SGDVector, extracting the features from it as a TensorMap.
GradientOptimiser	An enum for the gradient optimisers exposed by TensorFlow-Java.
ImageConverter	Image converter.
LabelConverter	Can convert a Label into a Tensor containing one hot encoding of the label and can convert a TFloat16 or TFloat32 into a Prediction or a Label.
MultiLabelConverter	Can convert a MultiLabel into a Tensor containing a binary encoding of the label vector and can convert a TFloat16 or TFloat32 into a Prediction or a MultiLabel.
OutputConverter	Converts the Output into a Tensor and vice versa.
RegressorConverter	Can convert a Regressor to a TFloat32 vector and a TFloat32 into a Prediction or Regressor.
TensorFlowCheckpointModel	This model encapsulates a simple model with an input feed dict, and produces a single output tensor.
TensorFlowFrozenExternalModel	A Tribuo wrapper around a TensorFlow frozen model.
TensorFlowModel	Base class for a TensorFlow model that operates on Examples.
TensorFlowNativeModel	This model encapsulates a TensorFlow model running in graph mode with a single tensor output.
TensorFlowSavedModelExternalModel	A Tribuo wrapper around a TensorFlow saved model bundle.
TensorFlowTrainer.TFModelFormat	The model format to emit.
TensorFlowUtil.TensorTuple	A serializable tuple containing the tensor class name, the shape and the data.
TensorMap	A map of names and tensors to feed into a session.
TrainTest.InputType	Type of feature extractor.

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

Class	Description
TensorMap	A map of names and tensors to feed into a session.