public class MultiNormalizerStandardize extends AbstractMultiDataSetNormalizer<DistributionStats>
strategy
Constructor and Description |
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MultiNormalizerStandardize() |
Modifier and Type | Method and Description |
---|---|
INDArray |
getFeatureMean(int input) |
INDArray |
getFeatureStd(int input) |
INDArray |
getLabelMean(int output) |
INDArray |
getLabelStd(int output) |
NormalizerType |
getType()
Get the enum opType of this normalizer
|
void |
load(@NonNull List<File> featureFiles,
@NonNull List<File> labelFiles)
Load means and standard deviations from the file system
|
protected NormalizerStats.Builder |
newBuilder() |
void |
save(@NonNull List<File> featureFiles,
@NonNull List<File> labelFiles)
Deprecated.
use
MultiStandardizeSerializerStrategy instead
Save the current means and standard deviations to the file system |
fit, fit, fitLabel, getFeatureStats, getFeatureStats, getLabelStats, getLabelStats, isFit, isFitLabel, numInputs, numOutputs, preProcess, revert, revertFeatures, revertFeatures, revertFeatures, revertLabels, revertLabels, revertLabels, transform
protected NormalizerStats.Builder newBuilder()
newBuilder
in class AbstractMultiDataSetNormalizer<DistributionStats>
public INDArray getFeatureMean(int input)
public INDArray getLabelMean(int output)
public INDArray getFeatureStd(int input)
public INDArray getLabelStd(int output)
public void load(@NonNull @NonNull List<File> featureFiles, @NonNull @NonNull List<File> labelFiles) throws IOException
featureFiles
- source files for features, requires 2 files per input, alternating mean and stddev fileslabelFiles
- source files for labels, requires 2 files per output, alternating mean and stddev filesIOException
public void save(@NonNull @NonNull List<File> featureFiles, @NonNull @NonNull List<File> labelFiles) throws IOException
MultiStandardizeSerializerStrategy
instead
Save the current means and standard deviations to the file system
featureFiles
- target files for features, requires 2 files per input, alternating mean and stddev fileslabelFiles
- target files for labels, requires 2 files per output, alternating mean and stddev filesIOException
public NormalizerType getType()
Normalizer
NormalizerSerializerStrategy.getSupportedType()
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