class QuinceFeatureFormatMapper extends AbstractFeatureFormatMapper[TensorData]
A FeatureFormatMapper that can represent any FeatureValue as a Quince TensorData.
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def
cannotConvertToFeatureValue(featureType: FeatureType, externalValue: TensorData): RuntimeException
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def
cannotConvertToFeatureValue(featureType: FeatureType, externalValue: TensorData, cause: Exception): RuntimeException
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def
fromBooleanFeatureValue(featureValue: BooleanFeatureValue): TensorData
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def
fromCategoricalFeatureValue(featureValue: CategoricalFeatureValue): TensorData
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- QuinceFeatureFormatMapper → AbstractFeatureFormatMapper
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def
fromCategoricalSetFeatureValue(featureValue: CategoricalSetFeatureValue): TensorData
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def
fromDenseVectorFeatureValue(featureValue: DenseVectorFeatureValue): TensorData
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def
fromFeatureValue(featureValue: FeatureValue): TensorData
Converts a feature value into the external representation
Converts a feature value into the external representation
- featureValue
the FeatureValue
- returns
the datum in the external representation
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- AbstractFeatureFormatMapper → FeatureFormatMapper
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def
fromNumericFeatureValue(featureValue: NumericFeatureValue): TensorData
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def
fromTensorFeatureValue(featureValue: TensorFeatureValue): TensorData
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def
fromTermVectorFeatureValue(featureValue: TermVectorFeatureValue): TensorData
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def
toBooleanFeatureValue(featureType: BooleanFeatureType, tensor: TensorData): BooleanFeatureValue
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def
toCategoricalFeatureValue(featureType: CategoricalFeatureType, tensor: TensorData): CategoricalFeatureValue
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def
toCategoricalSetFeatureValue(featureType: CategoricalSetFeatureType, tensor: TensorData): CategoricalSetFeatureValue
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- QuinceFeatureFormatMapper → AbstractFeatureFormatMapper
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def
toDenseVectorFeatureValue(featureType: DenseVectorFeatureType, tensor: TensorData): DenseVectorFeatureValue
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- QuinceFeatureFormatMapper → AbstractFeatureFormatMapper
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def
toFeatureValue(featureType: FeatureType, externalValue: TensorData): FeatureValue
Converts a datum in the external representation into the FeatureValue format.
Converts a datum in the external representation into the FeatureValue format. The FeatureType of the feature must be known.
- featureType
type of this feature
- externalValue
datum in the external representation
- returns
datum represented as a FeatureValue
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- AbstractFeatureFormatMapper → FeatureFormatMapper
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def
toNumericFeatureValue(featureType: NumericFeatureType, tensor: TensorData): NumericFeatureValue
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- QuinceFeatureFormatMapper → AbstractFeatureFormatMapper
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def
toString(): String
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def
toTensorFeatureValue(featureType: TensorFeatureType, externalValue: TensorData): TensorFeatureValue
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- QuinceFeatureFormatMapper → AbstractFeatureFormatMapper
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def
toTermVectorFeatureValue(featureType: TermVectorFeatureType, tensor: TensorData): TermVectorFeatureValue
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- QuinceFeatureFormatMapper → AbstractFeatureFormatMapper
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