Uses of Interface
org.tribuo.interop.tensorflow.FeatureConverter

Packages that use FeatureConverter

Package	Description
org.tribuo.interop.tensorflow	Provides an interface to TensorFlow, allowing the training of non-sequential models using any supported Tribuo output type.

Uses of FeatureConverter in org.tribuo.interop.tensorflow

Classes in org.tribuo.interop.tensorflow that implement FeatureConverter

Modifier and Type	Class	Description
class	DenseFeatureConverter	Converts a sparse example into a dense float vector, then wraps it in a TFloat32.
class	ImageConverter	Image converter.

Fields in org.tribuo.interop.tensorflow declared as FeatureConverter

Modifier and Type	Field	Description
protected final FeatureConverter	TensorFlowModel.featureConverter

Methods in org.tribuo.interop.tensorflow with parameters of type FeatureConverter

Modifier and Type	Method	Description
static <T extends Output<T>> TensorFlowFrozenExternalModel<T>	TensorFlowFrozenExternalModel.createTensorflowModel(OutputFactory<T> factory, Map<String,Integer> featureMapping, Map<T,Integer> outputMapping, String outputName, FeatureConverter featureConverter, OutputConverter<T> outputConverter, String filename)	Creates a TensorflowFrozenExternalModel by loading in a frozen graph.
static <T extends Output<T>> TensorFlowSavedModelExternalModel<T>	TensorFlowSavedModelExternalModel.createTensorflowModel(OutputFactory<T> factory, Map<String,Integer> featureMapping, Map<T,Integer> outputMapping, String outputName, FeatureConverter featureConverter, OutputConverter<T> outputConverter, String bundleDirectory)	Creates a TensorflowSavedModelExternalModel by loading in a SavedModelBundle.

Constructors in org.tribuo.interop.tensorflow with parameters of type FeatureConverter

Modifier	Constructor	Description
protected	TensorFlowModel(String name, ModelProvenance provenance, ImmutableFeatureMap featureIDMap, ImmutableOutputInfo<T> outputIDInfo, org.tensorflow.proto.framework.GraphDef trainedGraphDef, int batchSize, String outputName, FeatureConverter featureConverter, OutputConverter<T> outputConverter)	Builds a TFModel.
	TensorFlowTrainer(Path graphPath, String outputName, GradientOptimiser optimiser, Map<String,Float> gradientParams, FeatureConverter featureConverter, OutputConverter<T> outputConverter, int trainBatchSize, int epochs, int testBatchSize, int loggingInterval)	Constructs a Trainer for a TensorFlow graph.
	TensorFlowTrainer(Path graphPath, String outputName, GradientOptimiser optimiser, Map<String,Float> gradientParams, FeatureConverter featureConverter, OutputConverter<T> outputConverter, int trainBatchSize, int epochs, int testBatchSize, int loggingInterval, Path checkpointPath)	Constructs a Trainer for a TensorFlow graph.
	TensorFlowTrainer(org.tensorflow.Graph graph, String outputName, GradientOptimiser optimiser, Map<String,Float> gradientParams, FeatureConverter featureConverter, OutputConverter<T> outputConverter, int trainBatchSize, int epochs, int testBatchSize, int loggingInterval)	Constructs a Trainer for a TensorFlow graph.
	TensorFlowTrainer(org.tensorflow.Graph graph, String outputName, GradientOptimiser optimiser, Map<String,Float> gradientParams, FeatureConverter featureConverter, OutputConverter<T> outputConverter, int trainBatchSize, int epochs, int testBatchSize, int loggingInterval, Path checkpointPath)	Constructs a Trainer for a TensorFlow graph.
	TensorFlowTrainer(org.tensorflow.proto.framework.GraphDef graphDef, String outputName, GradientOptimiser optimiser, Map<String,Float> gradientParams, FeatureConverter featureConverter, OutputConverter<T> outputConverter, int trainBatchSize, int epochs, int testBatchSize, int loggingInterval)	Constructs a Trainer for a TensorFlow graph.
	TensorFlowTrainer(org.tensorflow.proto.framework.GraphDef graphDef, String outputName, GradientOptimiser optimiser, Map<String,Float> gradientParams, FeatureConverter featureConverter, OutputConverter<T> outputConverter, int trainBatchSize, int epochs, int testBatchSize, int loggingInterval, Path checkpointPath)	Constructs a Trainer for a TensorFlow graph.