Package org.tribuo.interop.tensorflow.sequence

Interface SequenceFeatureConverter

All Superinterfaces:

com.oracle.labs.mlrg.olcut.config.Configurable, ProtoSerializable<org.tribuo.interop.tensorflow.protos.SequenceFeatureConverterProto>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance>, Serializable

public interface SequenceFeatureConverter
extends com.oracle.labs.mlrg.olcut.config.Configurable, ProtoSerializable<org.tribuo.interop.tensorflow.protos.SequenceFeatureConverterProto>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance>, Serializable

Converts a sequence example into a feed dict suitable for TensorFlow.

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

Field Summary

Fields inherited from interface org.tribuo.protos.ProtoSerializable

DESERIALIZATION_METHOD_NAME, PROVENANCE_SERIALIZER

Method Summary

Modifier and Type	Method	Description
TensorMap	encode(List<? extends SequenceExample<?>> batch, ImmutableFeatureMap featureMap)	Encodes a batch of examples as a feed dict.
TensorMap	encode(SequenceExample<?> example, ImmutableFeatureMap featureMap)	Encodes an example as a feed dict.
Set<String>	inputNamesSet()	Gets a view of the names of the inputs this converter produces.

Methods inherited from interface com.oracle.labs.mlrg.olcut.config.Configurable

postConfig

Methods inherited from interface org.tribuo.protos.ProtoSerializable

serialize

Methods inherited from interface com.oracle.labs.mlrg.olcut.provenance.Provenancable

getProvenance

Method Details

encode

TensorMap encode(SequenceExample<?> example,
 ImmutableFeatureMap featureMap)

Encodes an example as a feed dict.

Parameters:

example - the input example

featureMap - feature domain

Returns:

a map from graph placeholder names to their fed-in values.

encode

TensorMap encode(List<? extends SequenceExample<?>> batch,
 ImmutableFeatureMap featureMap)

Encodes a batch of examples as a feed dict.

Parameters:

batch - a batch of examples.

featureMap - feature domain

Returns:

a map from graph placeholder names to their fed-in values.

inputNamesSet

Set<String> inputNamesSet()

Gets a view of the names of the inputs this converter produces.

Returns:

The input names.