Class ArrayEstimator<ItemEstimator, DistributionArray, Distribution, Sample>

Estimator for a DistributionArray type.

Inheritance
Object
ArrayEstimator<ItemEstimator, DistributionArray, Distribution, Sample>
Implements
Estimator<DistributionArray>
Accumulator<Sample[]>
SettableTo<ArrayEstimator<ItemEstimator, DistributionArray, Distribution, Sample>>
Inherited Members
Namespace: Microsoft.ML.Probabilistic.Distributions
Assembly: Microsoft.ML.Probabilistic.dll
Syntax
public class ArrayEstimator<ItemEstimator, DistributionArray, Distribution, Sample> : Estimator<DistributionArray>, Accumulator<Sample[]>, SettableTo<ArrayEstimator<ItemEstimator, DistributionArray, Distribution, Sample>>, ICloneable where ItemEstimator : Estimator<Distribution>, Accumulator<Sample>, SettableTo<ItemEstimator>, ICloneable where DistributionArray : IList<Distribution> where Distribution : SettableTo<Distribution>
Type Parameters
Name Description
ItemEstimator

Type of estimator for each array element.
DistributionArray

Type of DistributionArray to estimate.
Distribution

Type of DistributionArray element.
Sample

Type of a SampleArray element - can be distributions.

Constructors

ArrayEstimator(ItemEstimator[])

Constructs an ArrayEstimator

Declaration
public ArrayEstimator(ItemEstimator[] estimators)
Parameters
Type Name Description
ItemEstimator[] estimators

ArrayEstimator(Int32, Converter<Int32, ItemEstimator>)

Constructs an ArrayEstimator

Declaration
public ArrayEstimator(int length, Converter<int, ItemEstimator> createEstimator)
Parameters
Type Name Description
Int32 length

Length of array
Converter<Int32, ItemEstimator> createEstimator

ItemEstimator for each array element

Fields

estimators

The array of estimators

Declaration
protected ItemEstimator[] estimators
Field Value
Type Description
ItemEstimator[]

Methods

Add(Sample[])

Adds an array item to the estimator

Declaration
public void Add(Sample[] item)
Parameters
Type Name Description
Sample[] item

Clear()

Clears the estimator

Declaration
public void Clear()

Clone()

Clones this ArrayEstimator

Declaration
public object Clone()
Returns
Type Description
Object

GetDistribution(DistributionArray)

Retrieve the estimated distributions

Declaration
public DistributionArray GetDistribution(DistributionArray result)
Parameters
Type Name Description
DistributionArray result
Returns
Type Description
DistributionArray

SetTo(ArrayEstimator<ItemEstimator, DistributionArray, Distribution, Sample>)

Set this ArrayEstimator to another ArrayEstimator

Declaration
public void SetTo(ArrayEstimator<ItemEstimator, DistributionArray, Distribution, Sample> value)
Parameters
Type Name Description
ArrayEstimator<ItemEstimator, DistributionArray, Distribution, Sample> value

Implements