Package | Description |
---|---|
org.nd4j.linalg.dataset.api.preprocessor | |
org.nd4j.linalg.dataset.api.preprocessor.stats |
Modifier and Type | Class and Description |
---|---|
class |
AbstractDataSetNormalizer<S extends NormalizerStats>
Abstract base class for normalizers
that act upon
DataSet instances
or iterators |
class |
AbstractMultiDataSetNormalizer<S extends NormalizerStats>
Abstract base class for normalizers that act upon
MultiDataSet instances or iterators |
interface |
NormalizerStrategy<S extends NormalizerStats>
Interface for strategies that can normalize and denormalize data arrays based on statistics of the population
|
Modifier and Type | Method and Description |
---|---|
NormalizerStats |
MultiNormalizerHybrid.getInputStats(int input)
Get normalization statistics for a given input.
|
NormalizerStats |
MultiNormalizerHybrid.getOutputStats(int output)
Get normalization statistics for a given output.
|
Modifier and Type | Method and Description |
---|---|
Map<Integer,NormalizerStats> |
MultiNormalizerHybrid.getInputStats()
Get the map of normalization statistics per input
|
Map<Integer,NormalizerStats> |
MultiNormalizerHybrid.getOutputStats()
Get the map of normalization statistics per output
|
Modifier and Type | Interface and Description |
---|---|
static interface |
NormalizerStats.Builder<S extends NormalizerStats> |
Modifier and Type | Class and Description |
---|---|
class |
DistributionStats
Statistics about the normal distribution of values in data (means and standard deviations).
|
class |
MinMaxStats
Statistics about the lower bounds and upper bounds of values in data.
|
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