Package org.tensorflow.metadata.v0

Interface Summary

Interface	Description
AnnotationOrBuilder
BoolDomainOrBuilder
DatasetConstraintsOrBuilder
DistributionConstraintsOrBuilder
FeatureComparatorOrBuilder
FeatureOrBuilder
FeaturePresenceOrBuilder
FeaturePresenceWithinGroupOrBuilder
FixedShape.DimOrBuilder
FixedShapeOrBuilder
FloatDomainOrBuilder
ImageDomainOrBuilder
InfinityNormOrBuilder
IntDomainOrBuilder
MIDDomainOrBuilder
NaturalLanguageDomainOrBuilder
NumericValueComparatorOrBuilder
PathOrBuilder
SchemaOrBuilder
SparseFeature.IndexFeatureOrBuilder
SparseFeature.ValueFeatureOrBuilder
SparseFeatureOrBuilder
StringDomainOrBuilder
StructDomainOrBuilder
TensorRepresentation.DefaultValueOrBuilder
TensorRepresentation.DenseTensorOrBuilder
TensorRepresentation.SparseTensorOrBuilder
TensorRepresentation.VarLenSparseTensorOrBuilder
TensorRepresentationGroupOrBuilder
TensorRepresentationOrBuilder
TimeDomainOrBuilder
TimeOfDayDomainOrBuilder
URLDomainOrBuilder
ValueCountOrBuilder
WeightedFeatureOrBuilder

Class Summary

Class	Description
Annotation	Additional information about the schema or about a feature.
Annotation.Builder	Additional information about the schema or about a feature.
BoolDomain	Encodes information about the domain of a boolean attribute that encodes its TRUE/FALSE values as strings, or 0=false, 1=true.
BoolDomain.Builder	Encodes information about the domain of a boolean attribute that encodes its TRUE/FALSE values as strings, or 0=false, 1=true.
DatasetConstraints	Constraints on the entire dataset.
DatasetConstraints.Builder	Constraints on the entire dataset.
DistributionConstraints	Models constraints on the distribution of a feature's values.
DistributionConstraints.Builder	Models constraints on the distribution of a feature's values.
Feature	Describes schema-level information about a specific feature.
Feature.Builder	Describes schema-level information about a specific feature.
FeatureComparator	Protobuf type tensorflow.metadata.v0.FeatureComparator
FeatureComparator.Builder	Protobuf type tensorflow.metadata.v0.FeatureComparator
FeaturePresence	Describes constraints on the presence of the feature in the data.
FeaturePresence.Builder	Describes constraints on the presence of the feature in the data.
FeaturePresenceWithinGroup	Records constraints on the presence of a feature inside a "group" context (e.g., .presence inside a group of features that define a sequence).
FeaturePresenceWithinGroup.Builder	Records constraints on the presence of a feature inside a "group" context (e.g., .presence inside a group of features that define a sequence).
FixedShape	Specifies a fixed shape for the feature's values.
FixedShape.Builder	Specifies a fixed shape for the feature's values.
FixedShape.Dim	An axis in a multi-dimensional feature representation.
FixedShape.Dim.Builder	An axis in a multi-dimensional feature representation.
FloatDomain	Encodes information for domains of float values.
FloatDomain.Builder	Encodes information for domains of float values.
ImageDomain	Image data.
ImageDomain.Builder	Image data.
InfinityNorm	Checks that the L-infinity norm is below a certain threshold between the two discrete distributions.
InfinityNorm.Builder	Checks that the L-infinity norm is below a certain threshold between the two discrete distributions.
IntDomain	Encodes information for domains of integer values.
IntDomain.Builder	Encodes information for domains of integer values.
MIDDomain	Knowledge graph ID, see: https://www.wikidata.org/wiki/Property:P646
MIDDomain.Builder	Knowledge graph ID, see: https://www.wikidata.org/wiki/Property:P646
NaturalLanguageDomain	Natural language text.
NaturalLanguageDomain.Builder	Natural language text.
NumericValueComparator	Checks that the ratio of the current value to the previous value is not below the min_fraction_threshold or above the max_fraction_threshold.
NumericValueComparator.Builder	Checks that the ratio of the current value to the previous value is not below the min_fraction_threshold or above the max_fraction_threshold.
Path	A path is a more general substitute for the name of a field or feature that can be used for flat examples as well as structured data.
Path.Builder	A path is a more general substitute for the name of a field or feature that can be used for flat examples as well as structured data.
PathOuterClass
Schema	Message to represent schema information.
Schema.Builder	Message to represent schema information.
SchemaOuterClass
SparseFeature	A sparse feature represents a sparse tensor that is encoded with a combination of raw features, namely index features and a value feature.
SparseFeature.Builder	A sparse feature represents a sparse tensor that is encoded with a combination of raw features, namely index features and a value feature.
SparseFeature.IndexFeature	Protobuf type tensorflow.metadata.v0.SparseFeature.IndexFeature
SparseFeature.IndexFeature.Builder	Protobuf type tensorflow.metadata.v0.SparseFeature.IndexFeature
SparseFeature.ValueFeature	Protobuf type tensorflow.metadata.v0.SparseFeature.ValueFeature
SparseFeature.ValueFeature.Builder	Protobuf type tensorflow.metadata.v0.SparseFeature.ValueFeature
StringDomain	Encodes information for domains of string values.
StringDomain.Builder	Encodes information for domains of string values.
StructDomain	Domain for a recursive struct.
StructDomain.Builder	Domain for a recursive struct.
TensorRepresentation	A TensorRepresentation captures the intent for converting columns in a dataset to TensorFlow Tensors (or more generally, tf.CompositeTensors).
TensorRepresentation.Builder	A TensorRepresentation captures the intent for converting columns in a dataset to TensorFlow Tensors (or more generally, tf.CompositeTensors).
TensorRepresentation.DefaultValue	Protobuf type tensorflow.metadata.v0.TensorRepresentation.DefaultValue
TensorRepresentation.DefaultValue.Builder	Protobuf type tensorflow.metadata.v0.TensorRepresentation.DefaultValue
TensorRepresentation.DenseTensor	A tf.Tensor
TensorRepresentation.DenseTensor.Builder	A tf.Tensor
TensorRepresentation.SparseTensor	A tf.SparseTensor whose indices and values come from separate data columns.
TensorRepresentation.SparseTensor.Builder	A tf.SparseTensor whose indices and values come from separate data columns.
TensorRepresentation.VarLenSparseTensor	A ragged tf.SparseTensor that models nested lists.
TensorRepresentation.VarLenSparseTensor.Builder	A ragged tf.SparseTensor that models nested lists.
TensorRepresentationGroup	A TensorRepresentationGroup is a collection of TensorRepresentations with names.
TensorRepresentationGroup.Builder	A TensorRepresentationGroup is a collection of TensorRepresentations with names.
TimeDomain	Time or date representation.
TimeDomain.Builder	Time or date representation.
TimeOfDayDomain	Time of day, without a particular date.
TimeOfDayDomain.Builder	Time of day, without a particular date.
URLDomain	A URL, see: https://en.wikipedia.org/wiki/URL
URLDomain.Builder	A URL, see: https://en.wikipedia.org/wiki/URL
ValueCount	Limits on maximum and minimum number of values in a single example (when the feature is present).
ValueCount.Builder	Limits on maximum and minimum number of values in a single example (when the feature is present).
WeightedFeature	Represents a weighted feature that is encoded as a combination of raw base features.
WeightedFeature.Builder	Represents a weighted feature that is encoded as a combination of raw base features.

Enum Summary

Enum	Description
Feature.DomainInfoCase
Feature.PresenceConstraintsCase
Feature.ShapeTypeCase
FeatureType	Describes the physical representation of a feature.
LifecycleStage	LifecycleStage.
TensorRepresentation.DefaultValue.KindCase
TensorRepresentation.KindCase
TimeDomain.FormatCase
TimeDomain.IntegerTimeFormat	Protobuf enum tensorflow.metadata.v0.TimeDomain.IntegerTimeFormat
TimeOfDayDomain.FormatCase
TimeOfDayDomain.IntegerTimeOfDayFormat	Protobuf enum tensorflow.metadata.v0.TimeOfDayDomain.IntegerTimeOfDayFormat