Interface NormalizerStrategy<S extends NormalizerStats>
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- All Superinterfaces:
Serializable
- All Known Implementing Classes:
MinMaxStrategy
,StandardizeStrategy
public interface NormalizerStrategy<S extends NormalizerStats> extends Serializable
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Method Summary
All Methods Instance Methods Abstract Methods Modifier and Type Method Description NormalizerStats.Builder
newStatsBuilder()
Create a newNormalizerStats.Builder
instance that can be used to fit new data and of the opType that belongs to the current NormalizerStrategy implementationvoid
preProcess(INDArray array, INDArray maskArray, S stats)
Normalize a data arrayvoid
revert(INDArray array, INDArray maskArray, S stats)
Denormalize a data array
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Method Detail
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preProcess
void preProcess(INDArray array, INDArray maskArray, S stats)
Normalize a data array- Parameters:
array
- the data to normalizestats
- statistics of the data population
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revert
void revert(INDArray array, INDArray maskArray, S stats)
Denormalize a data array- Parameters:
array
- the data to denormalizestats
- statistics of the data population
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newStatsBuilder
NormalizerStats.Builder newStatsBuilder()
Create a newNormalizerStats.Builder
instance that can be used to fit new data and of the opType that belongs to the current NormalizerStrategy implementation- Returns:
- the new builder
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