Class MultiNormalizerMinMaxScaler
- java.lang.Object
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- org.nd4j.linalg.dataset.api.preprocessor.AbstractNormalizer
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- org.nd4j.linalg.dataset.api.preprocessor.AbstractMultiDataSetNormalizer<MinMaxStats>
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- org.nd4j.linalg.dataset.api.preprocessor.MultiNormalizerMinMaxScaler
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- All Implemented Interfaces:
Serializable
,MultiDataSetPreProcessor
,MultiDataNormalization
,Normalizer<MultiDataSet>
public class MultiNormalizerMinMaxScaler extends AbstractMultiDataSetNormalizer<MinMaxStats>
- See Also:
- Serialized Form
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Field Summary
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Fields inherited from class org.nd4j.linalg.dataset.api.preprocessor.AbstractMultiDataSetNormalizer
strategy
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Constructor Summary
Constructors Constructor Description MultiNormalizerMinMaxScaler()
MultiNormalizerMinMaxScaler(double minRange, double maxRange)
Preprocessor can take a range as minRange and maxRange
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description INDArray
getLabelMax(int output)
INDArray
getLabelMin(int output)
INDArray
getMax(int input)
INDArray
getMin(int input)
double
getTargetMax()
double
getTargetMin()
NormalizerType
getType()
Get the enum opType of this normalizerprotected NormalizerStats.Builder
newBuilder()
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Methods inherited from class org.nd4j.linalg.dataset.api.preprocessor.AbstractMultiDataSetNormalizer
fit, fit, fitLabel, getFeatureStats, getFeatureStats, getLabelStats, getLabelStats, isFit, isFitLabel, numInputs, numOutputs, preProcess, revert, revertFeatures, revertFeatures, revertFeatures, revertLabels, revertLabels, revertLabels, transform
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Constructor Detail
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MultiNormalizerMinMaxScaler
public MultiNormalizerMinMaxScaler()
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MultiNormalizerMinMaxScaler
public MultiNormalizerMinMaxScaler(double minRange, double maxRange)
Preprocessor can take a range as minRange and maxRange- Parameters:
minRange
- the target range lower boundmaxRange
- the target range upper bound
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Method Detail
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getTargetMin
public double getTargetMin()
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getTargetMax
public double getTargetMax()
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newBuilder
protected NormalizerStats.Builder newBuilder()
- Specified by:
newBuilder
in classAbstractMultiDataSetNormalizer<MinMaxStats>
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getMin
public INDArray getMin(int input)
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getMax
public INDArray getMax(int input)
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getLabelMin
public INDArray getLabelMin(int output)
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getLabelMax
public INDArray getLabelMax(int output)
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getType
public NormalizerType getType()
Description copied from interface:Normalizer
Get the enum opType of this normalizer- Returns:
- the opType
- See Also:
NormalizerSerializerStrategy.getSupportedType()
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