Python* API Reference for Intel® Data Analytics Acceleration Library 2020 Update 1

Public Member Functions | List of all members
Batch Class Reference

Normalizes datasets in the batch processing mode. More...

Public Member Functions

def __init__
 
def parameter
 
def getParameter
 
def getMethod
 
def clone
 
def compute
 
- Public Member Functions inherited from BatchImpl
def getResult
 
def getParameter
 
def parameter
 
def setResult
 
def clone
 
- Public Member Functions inherited from AlgorithmImpl
def computeNoThrow
 
def compute
 
def checkComputeParams
 
def checkResult
 
def setupCompute
 
def resetCompute
 
def enableResetOnCompute
 
def hostApp
 
def setHostApp
 
- Public Member Functions inherited from Algorithm
def checkComputeParams
 
def getBaseParameter
 
- Public Member Functions inherited from AlgorithmIfaceImpl
def enableChecks
 
def isChecksEnabled
 
- Public Member Functions inherited from AlgorithmIface
def checkComputeParams
 
def checkResult
 
def getMethod
 

Detailed Description

Parameters
fptypeData type to use in intermediate computations for the z-score normalization, double or float
methodZ-score normalization computation method, daal.algorithms.normalization.zscore.Method
Enumerations
  • daal.algorithms.normalization.zscore.Method Z-score normalization computation methods
  • daal.algorithms.normalization.zscore.InputId Identifiers of z-score normalization input objects
  • daal.algorithms.normalization.zscore.ResultId Identifiers of z-score normalization results
  • daal.algorithms.normalization.zscore.ResulToComputetId Identifiers of z-score normalization optional result to compute
Aliases
  • Batch_Float64DefaultDense is an alias of Batch(fptype=float64, method=daal.algorithms.normalization.zscore.defaultDense)
  • Batch_Float64SumDense is an alias of Batch(fptype=float64, method=daal.algorithms.normalization.zscore.sumDense)
  • Batch_Float32DefaultDense is an alias of Batch(fptype=float32, method=daal.algorithms.normalization.zscore.defaultDense)
  • Batch_Float32SumDense is an alias of Batch(fptype=float32, method=daal.algorithms.normalization.zscore.sumDense)

Constructor & Destructor Documentation

def __init__ (   self,
  args 
)

Variant 1
Default constructor

Variant 2

Constructs z-score normalization algorithm by copying input objects of another z-score normalization algorithm

Parameters
otherAn algorithm to be used as the source to initialize the input objects of the algorithm

Member Function Documentation

def clone (   self)

Returns a pointer to the newly allocated z-score normalization algorithm with a copy of input objects of this z-score normalization algorithm

Returns
Pointer to the newly allocated algorithm
def compute (   self)

Invokes computations

def getMethod (   self)

Returns method of the algorithm

Returns
Method of the algorithm
def getParameter (   self)

Returns the pointer to parameter

Returns
Pointer to parameter
Deprecated:
This item will be removed in a future release. Use Batch.parameter instead.
def parameter (   self,
  args 
)

Variant 1

Gets parameter of the algorithm

Returns
parameter of the algorithm

Variant 2

Gets parameter of the algorithm

Returns
parameter of the algorithm

The documentation for this class was generated from the following file:

For more complete information about compiler optimizations, see our Optimization Notice.