Class MatchboxRatingPrediction_EP

Inheritance

Object

MatchboxRatingPrediction_EP

Implements

IGeneratedAlgorithm

Inherited Members

Object.Equals(Object)

Object.Equals(Object, Object)

Object.GetHashCode()

Object.GetType()

Object.MemberwiseClone()

Object.ReferenceEquals(Object, Object)

Object.ToString()

Namespace: Microsoft.ML.Probabilistic.Learners.MatchboxRecommenderInternal

Assembly: Microsoft.ML.Probabilistic.Learners.Recommender.dll

Syntax

public class MatchboxRatingPrediction_EP : IGeneratedAlgorithm

Fields

Changed_AffinityNoiseVariance_ItemBiasPrior_ItemIds_ItemTraitsPrior_ObservationCount_TraitCount_User27_isDone

True if Changed_AffinityNoiseVariance_ItemBiasPrior_ItemIds_ItemTraitsPrior_ObservationCount_TraitCount_User27 has executed. Set this to false to force re-execution of Changed_AffinityNoiseVariance_ItemBiasPrior_ItemIds_ItemTraitsPrior_ObservationCount_TraitCount_User27

Declaration

public bool Changed_AffinityNoiseVariance_ItemBiasPrior_ItemIds_ItemTraitsPrior_ObservationCount_TraitCount_User27_isDone

Field Value

Type	Description
Boolean

Changed_AffinityNoiseVariance_ItemBiasPrior_ItemIds_ItemTraitsPrior_ObservationCount_TraitCount_User29_isDone

True if Changed_AffinityNoiseVariance_ItemBiasPrior_ItemIds_ItemTraitsPrior_ObservationCount_TraitCount_User29 has executed. Set this to false to force re-execution of Changed_AffinityNoiseVariance_ItemBiasPrior_ItemIds_ItemTraitsPrior_ObservationCount_TraitCount_User29

Declaration

public bool Changed_AffinityNoiseVariance_ItemBiasPrior_ItemIds_ItemTraitsPrior_ObservationCount_TraitCount_User29_isDone

Field Value

Type	Description
Boolean

Changed_ItemBiasPrior_isDone

True if Changed_ItemBiasPrior has executed. Set this to false to force re-execution of Changed_ItemBiasPrior

Declaration

public bool Changed_ItemBiasPrior_isDone

Field Value

Type	Description
Boolean

Changed_ItemBiasPrior_ItemIds_ItemTraitsPrior_ObservationCount_TraitCount_UserBiasPrior_UserIds_User26_isDone

True if Changed_ItemBiasPrior_ItemIds_ItemTraitsPrior_ObservationCount_TraitCount_UserBiasPrior_UserIds_User26 has executed. Set this to false to force re-execution of Changed_ItemBiasPrior_ItemIds_ItemTraitsPrior_ObservationCount_TraitCount_UserBiasPrior_UserIds_User26

Declaration

public bool Changed_ItemBiasPrior_ItemIds_ItemTraitsPrior_ObservationCount_TraitCount_UserBiasPrior_UserIds_User26_isDone

Field Value

Type	Description
Boolean

Changed_ItemBiasPrior_ItemIds_ObservationCount_isDone

True if Changed_ItemBiasPrior_ItemIds_ObservationCount has executed. Set this to false to force re-execution of Changed_ItemBiasPrior_ItemIds_ObservationCount

Declaration

public bool Changed_ItemBiasPrior_ItemIds_ObservationCount_isDone

Field Value

Type	Description
Boolean

Changed_ItemBiasPrior_ItemIds_ObservationCount_UserBiasPrior_UserIds_isDone

True if Changed_ItemBiasPrior_ItemIds_ObservationCount_UserBiasPrior_UserIds has executed. Set this to false to force re-execution of Changed_ItemBiasPrior_ItemIds_ObservationCount_UserBiasPrior_UserIds

Declaration

public bool Changed_ItemBiasPrior_ItemIds_ObservationCount_UserBiasPrior_UserIds_isDone

Field Value

Type	Description
Boolean

Changed_ItemIds_ItemTraitsPrior_ObservationCount_isDone

True if Changed_ItemIds_ItemTraitsPrior_ObservationCount has executed. Set this to false to force re-execution of Changed_ItemIds_ItemTraitsPrior_ObservationCount

Declaration

public bool Changed_ItemIds_ItemTraitsPrior_ObservationCount_isDone

Field Value

Type	Description
Boolean

Changed_ItemIds_ItemTraitsPrior_ObservationCount_TraitCount_isDone

True if Changed_ItemIds_ItemTraitsPrior_ObservationCount_TraitCount has executed. Set this to false to force re-execution of Changed_ItemIds_ItemTraitsPrior_ObservationCount_TraitCount

Declaration

public bool Changed_ItemIds_ItemTraitsPrior_ObservationCount_TraitCount_isDone

Field Value

Type	Description
Boolean

Changed_ItemIds_ItemTraitsPrior_ObservationCount_TraitCount_UserIds_UserTraitsPrior_isDone

True if Changed_ItemIds_ItemTraitsPrior_ObservationCount_TraitCount_UserIds_UserTraitsPrior has executed. Set this to false to force re-execution of Changed_ItemIds_ItemTraitsPrior_ObservationCount_TraitCount_UserIds_UserTraitsPrior

Declaration

public bool Changed_ItemIds_ItemTraitsPrior_ObservationCount_TraitCount_UserIds_UserTraitsPrior_isDone

Field Value

Type	Description
Boolean

Changed_ItemTraitsPrior_isDone

True if Changed_ItemTraitsPrior has executed. Set this to false to force re-execution of Changed_ItemTraitsPrior

Declaration

public bool Changed_ItemTraitsPrior_isDone

Field Value

Type	Description
Boolean

Changed_ObservationCount_isDone

True if Changed_ObservationCount has executed. Set this to false to force re-execution of Changed_ObservationCount

Declaration

public bool Changed_ObservationCount_isDone

Field Value

Type	Description
Boolean

Changed_ObservationCount_TraitCount_isDone

True if Changed_ObservationCount_TraitCount has executed. Set this to false to force re-execution of Changed_ObservationCount_TraitCount

Declaration

public bool Changed_ObservationCount_TraitCount_isDone

Field Value

Type	Description
Boolean

Changed_ObservationCount_TraitCount_UserIds_UserTraitsPrior_isDone

True if Changed_ObservationCount_TraitCount_UserIds_UserTraitsPrior has executed. Set this to false to force re-execution of Changed_ObservationCount_TraitCount_UserIds_UserTraitsPrior

Declaration

public bool Changed_ObservationCount_TraitCount_UserIds_UserTraitsPrior_isDone

Field Value

Type	Description
Boolean

Changed_ObservationCount_UserBiasPrior_UserIds_isDone

True if Changed_ObservationCount_UserBiasPrior_UserIds has executed. Set this to false to force re-execution of Changed_ObservationCount_UserBiasPrior_UserIds

Declaration

public bool Changed_ObservationCount_UserBiasPrior_UserIds_isDone

Field Value

Type	Description
Boolean

Changed_ObservationCount_UserIds_UserThresholdCount_UserThresholdNoiseVariance_UserThresholdsPrior_U28_isDone

True if Changed_ObservationCount_UserIds_UserThresholdCount_UserThresholdNoiseVariance_UserThresholdsPrior_U28 has executed. Set this to false to force re-execution of Changed_ObservationCount_UserIds_UserThresholdCount_UserThresholdNoiseVariance_UserThresholdsPrior_U28

Declaration

public bool Changed_ObservationCount_UserIds_UserThresholdCount_UserThresholdNoiseVariance_UserThresholdsPrior_U28_isDone

Field Value

Type	Description
Boolean

Changed_ObservationCount_UserIds_UserThresholdCount_UserThresholdsPrior_UseSharedUserThresholds_isDone

True if Changed_ObservationCount_UserIds_UserThresholdCount_UserThresholdsPrior_UseSharedUserThresholds has executed. Set this to false to force re-execution of Changed_ObservationCount_UserIds_UserThresholdCount_UserThresholdsPrior_UseSharedUserThresholds

Declaration

public bool Changed_ObservationCount_UserIds_UserThresholdCount_UserThresholdsPrior_UseSharedUserThresholds_isDone

Field Value

Type	Description
Boolean

Changed_ObservationCount_UserIds_UserTraitsPrior_isDone

True if Changed_ObservationCount_UserIds_UserTraitsPrior has executed. Set this to false to force re-execution of Changed_ObservationCount_UserIds_UserTraitsPrior

Declaration

public bool Changed_ObservationCount_UserIds_UserTraitsPrior_isDone

Field Value

Type	Description
Boolean

Changed_ObservationCount_UserThresholdCount_isDone

True if Changed_ObservationCount_UserThresholdCount has executed. Set this to false to force re-execution of Changed_ObservationCount_UserThresholdCount

Declaration

public bool Changed_ObservationCount_UserThresholdCount_isDone

Field Value

Type	Description
Boolean

Changed_ObservationCount_UserThresholdCount_UserThresholdsPrior_UseSharedUserThresholds_isDone

True if Changed_ObservationCount_UserThresholdCount_UserThresholdsPrior_UseSharedUserThresholds has executed. Set this to false to force re-execution of Changed_ObservationCount_UserThresholdCount_UserThresholdsPrior_UseSharedUserThresholds

Declaration

public bool Changed_ObservationCount_UserThresholdCount_UserThresholdsPrior_UseSharedUserThresholds_isDone

Field Value

Type	Description
Boolean

Changed_ObservationCount_UserThresholdCount_UseSharedUserThresholds_isDone

True if Changed_ObservationCount_UserThresholdCount_UseSharedUserThresholds has executed. Set this to false to force re-execution of Changed_ObservationCount_UserThresholdCount_UseSharedUserThresholds

Declaration

public bool Changed_ObservationCount_UserThresholdCount_UseSharedUserThresholds_isDone

Field Value

Type	Description
Boolean

Changed_ObservationCount_UseSharedUserThresholds_isDone

True if Changed_ObservationCount_UseSharedUserThresholds has executed. Set this to false to force re-execution of Changed_ObservationCount_UseSharedUserThresholds

Declaration

public bool Changed_ObservationCount_UseSharedUserThresholds_isDone

Field Value

Type	Description
Boolean

Changed_UserBiasPrior_isDone

True if Changed_UserBiasPrior has executed. Set this to false to force re-execution of Changed_UserBiasPrior

Declaration

public bool Changed_UserBiasPrior_isDone

Field Value

Type	Description
Boolean

Changed_UserThresholdCount_isDone

True if Changed_UserThresholdCount has executed. Set this to false to force re-execution of Changed_UserThresholdCount

Declaration

public bool Changed_UserThresholdCount_isDone

Field Value

Type	Description
Boolean

Changed_UserThresholdCount_UserThresholdsPrior_UseSharedUserThresholds_isDone

True if Changed_UserThresholdCount_UserThresholdsPrior_UseSharedUserThresholds has executed. Set this to false to force re-execution of Changed_UserThresholdCount_UserThresholdsPrior_UseSharedUserThresholds

Declaration

public bool Changed_UserThresholdCount_UserThresholdsPrior_UseSharedUserThresholds_isDone

Field Value

Type	Description
Boolean

Changed_UserThresholdCount_UseSharedUserThresholds_isDone

True if Changed_UserThresholdCount_UseSharedUserThresholds has executed. Set this to false to force re-execution of Changed_UserThresholdCount_UseSharedUserThresholds

Declaration

public bool Changed_UserThresholdCount_UseSharedUserThresholds_isDone

Field Value

Type	Description
Boolean

Changed_UserThresholdsPrior_isDone

True if Changed_UserThresholdsPrior has executed. Set this to false to force re-execution of Changed_UserThresholdsPrior

Declaration

public bool Changed_UserThresholdsPrior_isDone

Field Value

Type	Description
Boolean

Changed_UserThresholdsPrior_UseSharedUserThresholds_isDone

True if Changed_UserThresholdsPrior_UseSharedUserThresholds has executed. Set this to false to force re-execution of Changed_UserThresholdsPrior_UseSharedUserThresholds

Declaration

public bool Changed_UserThresholdsPrior_UseSharedUserThresholds_isDone

Field Value

Type	Description
Boolean

Changed_UserTraitsPrior_isDone

True if Changed_UserTraitsPrior has executed. Set this to false to force re-execution of Changed_UserTraitsPrior

Declaration

public bool Changed_UserTraitsPrior_isDone

Field Value

Type	Description
Boolean

Changed_UseSharedUserThresholds_isDone

True if Changed_UseSharedUserThresholds has executed. Set this to false to force re-execution of Changed_UseSharedUserThresholds

Declaration

public bool Changed_UseSharedUserThresholds_isDone

Field Value

Type	Description
Boolean

Constant_isDone

True if Constant has executed. Set this to false to force re-execution of Constant

Declaration

public bool Constant_isDone

Field Value

Type	Description
Boolean

CurrentRating_reduced

Declaration

public int[] CurrentRating_reduced

Field Value

Type	Description
Int32[]

ItemBias_itemItemIds_observation__F

Declaration

public DistributionStructArray<Gaussian, double> ItemBias_itemItemIds_observation__F

Field Value

Type	Description
DistributionStructArray<Gaussian, Double>

ItemBias_use_B

Message from use of 'ItemBias'

Declaration

public DistributionStructArray<Gaussian, double> ItemBias_use_B

Field Value

Type	Description
DistributionStructArray<Gaussian, Double>

ItemBias_use_F_marginal

Buffer for GetItemsOp<double>.ItemsAverageConditional<DistributionStructArray<Gaussian, double>, Gaussian>

Declaration

public DistributionStructArray<Gaussian, double> ItemBias_use_F_marginal

Field Value

Type	Description
DistributionStructArray<Gaussian, Double>

itemBiasObs_B

Declaration

public Gaussian[] itemBiasObs_B

Field Value

Type	Description
Gaussian[]

itemTrait_B

Declaration

public DistributionStructArray<Gaussian, double>[] itemTrait_B

Field Value

Type	Description
DistributionStructArray<Gaussian, Double>[]

ItemTraits_itemItemIds_observation__F

Declaration

public DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]> ItemTraits_itemItemIds_observation__F

Field Value

Type	Description
DistributionRefArray<DistributionStructArray<Gaussian, Double>, Double[]>

ItemTraits_use_B

Message from use of 'ItemTraits'

Declaration

public DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]> ItemTraits_use_B

Field Value

Type	Description
DistributionRefArray<DistributionStructArray<Gaussian, Double>, Double[]>

ItemTraits_use_F_marginal

Buffer for GetItemsOp<double[]>.ItemsAverageConditional<DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]>, DistributionStructArray<Gaussian, double>>

Declaration

public DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]> ItemTraits_use_F_marginal

Field Value

Type	Description
DistributionRefArray<DistributionStructArray<Gaussian, Double>, Double[]>

NextRating_reduced

Declaration

public int[] NextRating_reduced

Field Value

Type	Description
Int32[]

Ratings_F_reduced

Declaration

public Discrete Ratings_F_reduced

Field Value

Type	Description
Discrete

Ratings_marginal_F

Message to marginal of 'Ratings'

Declaration

public DistributionRefArray<Discrete, int> Ratings_marginal_F

Field Value

Type	Description
DistributionRefArray<Discrete, Int32>

Ratings_observation__selector_cases_B

Declaration

public DistributionStructArray<Bernoulli, bool>[] Ratings_observation__selector_cases_B

Field Value

Type	Description
DistributionStructArray<Bernoulli, Boolean>[]

Ratings_observation__selector_cases_uses_B

Messages from uses of 'Ratings_observation__selector_cases'

Declaration

public Bernoulli[][][] Ratings_observation__selector_cases_uses_B

Field Value

Type	Description
Bernoulli[][][]

Ratings_observation__selector_uses_B

Messages from uses of 'Ratings_observation__selector'

Declaration

public Discrete[][] Ratings_observation__selector_uses_B

Field Value

Type	Description
Discrete[][]

Ratings_observation__selector_uses_B_toDef

Buffer for ReplicateOp_Divide.Marginal<Discrete>

Declaration

public Discrete[] Ratings_observation__selector_uses_B_toDef

Field Value

Type	Description
Discrete[]

true_logZ

Buffer for IsBetweenGaussianOp.LogEvidenceRatio

Declaration

public double[][] true_logZ

Field Value

Type	Description
Double[][]

UserBias_itemUserIds_observation__F

Declaration

public DistributionStructArray<Gaussian, double> UserBias_itemUserIds_observation__F

Field Value

Type	Description
DistributionStructArray<Gaussian, Double>

UserBias_use_B

Message from use of 'UserBias'

Declaration

public DistributionStructArray<Gaussian, double> UserBias_use_B

Field Value

Type	Description
DistributionStructArray<Gaussian, Double>

UserBias_use_F_marginal

Buffer for GetItemsOp<double>.ItemsAverageConditional<DistributionStructArray<Gaussian, double>, Gaussian>

Declaration

public DistributionStructArray<Gaussian, double> UserBias_use_F_marginal

Field Value

Type	Description
DistributionStructArray<Gaussian, Double>

userBiasObs_B

Declaration

public Gaussian[] userBiasObs_B

Field Value

Type	Description
Gaussian[]

UserThresholds_0__gi_0__F

Declaration

public DistributionStructArray<Gaussian, double>[] UserThresholds_0__gi_0__F

Field Value

Type	Description
DistributionStructArray<Gaussian, Double>[]

UserThresholds_depth2_rep_B_toDef

Buffer for ReplicateOp_Divide.Marginal<Gaussian>

Declaration

public Gaussian[] UserThresholds_depth2_rep_B_toDef

Field Value

Type	Description
Gaussian[]

UserThresholds_depth2_rep_F

Declaration

public Gaussian[][] UserThresholds_depth2_rep_F

Field Value

Type	Description
Gaussian[][]

UserThresholds_depth2_rep_F_marginal

Buffer for ReplicateOp_Divide.UsesAverageConditional<Gaussian>

Declaration

public Gaussian[] UserThresholds_depth2_rep_F_marginal

Field Value

Type	Description
Gaussian[]

UserThresholds_itemUserIds_observation__F

Declaration

public DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]> UserThresholds_itemUserIds_observation__F

Field Value

Type	Description
DistributionRefArray<DistributionStructArray<Gaussian, Double>, Double[]>

UserThresholds_use_B

Message from use of 'UserThresholds'

Declaration

public DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]> UserThresholds_use_B

Field Value

Type	Description
DistributionRefArray<DistributionStructArray<Gaussian, Double>, Double[]>

UserThresholds_use_F_marginal

Buffer for GetItemsOp<double[]>.ItemsAverageConditional<DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]>, DistributionStructArray<Gaussian, double>>

Declaration

public DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]> UserThresholds_use_F_marginal

Field Value

Type	Description
DistributionRefArray<DistributionStructArray<Gaussian, Double>, Double[]>

UserThresholdsObs_B

Declaration

public DistributionStructArray<Gaussian, double>[] UserThresholdsObs_B

Field Value

Type	Description
DistributionStructArray<Gaussian, Double>[]

UserThresholdsObs_B_reduced

Declaration

public Gaussian UserThresholdsObs_B_reduced

Field Value

Type	Description
Gaussian

UserThresholdsObs_F

Declaration

public DistributionStructArray<Gaussian, double>[] UserThresholdsObs_F

Field Value

Type	Description
DistributionStructArray<Gaussian, Double>[]

userTrait_B

Declaration

public DistributionStructArray<Gaussian, double>[] userTrait_B

Field Value

Type	Description
DistributionStructArray<Gaussian, Double>[]

UserTraits_itemUserIds_observation__F

Declaration

public DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]> UserTraits_itemUserIds_observation__F

Field Value

Type	Description
DistributionRefArray<DistributionStructArray<Gaussian, Double>, Double[]>

UserTraits_use_B

Message from use of 'UserTraits'

Declaration

public DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]> UserTraits_use_B

Field Value

Type	Description
DistributionRefArray<DistributionStructArray<Gaussian, Double>, Double[]>

UserTraits_use_F_marginal

Buffer for GetItemsOp<double[]>.ItemsAverageConditional<DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]>, DistributionStructArray<Gaussian, double>>

Declaration

public DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]> UserTraits_use_F_marginal

Field Value

Type	Description
DistributionRefArray<DistributionStructArray<Gaussian, Double>, Double[]>

vbool9_reduced

Declaration

public bool vbool9_reduced

Field Value

Type	Description
Boolean

vdouble__78_F

Declaration

public DistributionStructArray<Gaussian, double>[] vdouble__78_F

Field Value

Type	Description
DistributionStructArray<Gaussian, Double>[]

vdouble__88_F

Declaration

public DistributionStructArray<Gaussian, double>[] vdouble__88_F

Field Value

Type	Description
DistributionStructArray<Gaussian, Double>[]

vdouble__89_F

Declaration

public DistributionStructArray<Gaussian, double>[] vdouble__89_F

Field Value

Type	Description
DistributionStructArray<Gaussian, Double>[]

vdouble163_F

Declaration

public Gaussian[] vdouble163_F

Field Value

Type	Description
Gaussian[]

vdouble165_F

Declaration

public Gaussian[] vdouble165_F

Field Value

Type	Description
Gaussian[]

vdouble166_F

Declaration

public Gaussian[] vdouble166_F

Field Value

Type	Description
Gaussian[]

vdouble167_F

Declaration

public Gaussian[] vdouble167_F

Field Value

Type	Description
Gaussian[]

vdouble168_F

Declaration

public Gaussian[] vdouble168_F

Field Value

Type	Description
Gaussian[]

vdouble169_F

Declaration

public Gaussian[] vdouble169_F

Field Value

Type	Description
Gaussian[]

vint45

The constant 'vint45'

Declaration

public int vint45

Field Value

Type	Description
Int32

Properties

AffinityNoiseVariance

The externally-specified value of 'AffinityNoiseVariance'

Declaration

public double AffinityNoiseVariance { get; set; }

Property Value

Type	Description
Double

ItemBiasPrior

The externally-specified value of 'ItemBiasPrior'

Declaration

public DistributionStructArray<Gaussian, double> ItemBiasPrior { get; set; }

Property Value

Type	Description
DistributionStructArray<Gaussian, Double>

ItemCount

The externally-specified value of 'ItemCount'

Declaration

public int ItemCount { get; set; }

Property Value

Type	Description
Int32

ItemIds

The externally-specified value of 'ItemIds'

Declaration

public IReadOnlyList<int> ItemIds { get; set; }

Property Value

Type	Description
IReadOnlyList<Int32>

ItemTraitsPrior

The externally-specified value of 'ItemTraitsPrior'

Declaration

public DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]> ItemTraitsPrior { get; set; }

Property Value

Type	Description
DistributionRefArray<DistributionStructArray<Gaussian, Double>, Double[]>

NumberOfIterationsDone

The number of iterations done from the initial state

Declaration

public int NumberOfIterationsDone { get; }

Property Value

Type	Description
Int32

ObservationCount

The externally-specified value of 'ObservationCount'

Declaration

public int ObservationCount { get; set; }

Property Value

Type	Description
Int32

TraitCount

The externally-specified value of 'TraitCount'

Declaration

public int TraitCount { get; set; }

Property Value

Type	Description
Int32

UserBiasPrior

The externally-specified value of 'UserBiasPrior'

Declaration

public DistributionStructArray<Gaussian, double> UserBiasPrior { get; set; }

Property Value

Type	Description
DistributionStructArray<Gaussian, Double>

UserCount

The externally-specified value of 'UserCount'

Declaration

public int UserCount { get; set; }

Property Value

Type	Description
Int32

UserIds

The externally-specified value of 'UserIds'

Declaration

public IReadOnlyList<int> UserIds { get; set; }

Property Value

Type	Description
IReadOnlyList<Int32>

UserThresholdCount

The externally-specified value of 'UserThresholdCount'

Declaration

public int UserThresholdCount { get; set; }

Property Value

Type	Description
Int32

UserThresholdNoiseVariance

The externally-specified value of 'UserThresholdNoiseVariance'

Declaration

public double UserThresholdNoiseVariance { get; set; }

Property Value

Type	Description
Double

UserThresholdsPrior

The externally-specified value of 'UserThresholdsPrior'

Declaration

public DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]> UserThresholdsPrior { get; set; }

Property Value

Type	Description
DistributionRefArray<DistributionStructArray<Gaussian, Double>, Double[]>

UserTraitsPrior

The externally-specified value of 'UserTraitsPrior'

Declaration

public DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]> UserTraitsPrior { get; set; }

Property Value

Type	Description
DistributionRefArray<DistributionStructArray<Gaussian, Double>, Double[]>

UseSharedUserThresholds

The externally-specified value of 'UseSharedUserThresholds'

Declaration

public bool UseSharedUserThresholds { get; set; }

Property Value

Type	Description
Boolean

Methods

Execute(Int32)

Update all marginals, by iterating message-passing the given number of times

Declaration

public void Execute(int numberOfIterations)

Parameters

Type	Name	Description
Int32	numberOfIterations	The total number of iterations that should be executed for the current set of observed values. If this is more than the number already done, only the extra iterations are done. If this is less than the number already done, message-passing is restarted from the beginning. Changing the observed values resets the iteration count to 0.

GetObservedValue(String)

Get the observed value of the specified variable.

Declaration

public object GetObservedValue(string variableName)

Parameters

Type	Name	Description
String	variableName	Variable name

Returns

Type	Description
Object

Marginal(String)

Get the marginal distribution (computed up to this point) of a variable

Declaration

public object Marginal(string variableName)

Parameters

Type	Name	Description
String	variableName	Name of the variable in the generated code

Returns

Type	Description
Object	The marginal distribution computed up to this point

Remarks

Execute, Update, or Reset must be called first to set the value of the marginal.

Marginal(String, String)

Get the query-specific marginal distribution of a variable.

Declaration

public object Marginal(string variableName, string query)

Parameters

Type	Name	Description
String	variableName	Name of the variable in the generated code
String	query	QueryType name. For example, GibbsSampling answers 'Marginal', 'Samples', and 'Conditionals' queries

Returns

Type	Description
Object

Remarks

Execute, Update, or Reset must be called first to set the value of the marginal.

Marginal<T>(String)

Get the marginal distribution (computed up to this point) of a variable, converted to type T

Declaration

public T Marginal<T>(string variableName)

Parameters

Type	Name	Description
String	variableName	Name of the variable in the generated code

Returns

Type	Description
T	The marginal distribution computed up to this point

Type Parameters

Name	Description
T	The distribution type.

Remarks

Execute, Update, or Reset must be called first to set the value of the marginal.

Marginal<T>(String, String)

Get the query-specific marginal distribution of a variable, converted to type T

Declaration

public T Marginal<T>(string variableName, string query)

Parameters

Type	Name	Description
String	variableName	Name of the variable in the generated code
String	query	QueryType name. For example, GibbsSampling answers 'Marginal', 'Samples', and 'Conditionals' queries

Returns

Type	Description
T

Type Parameters

Name	Description
T	The distribution type.

Remarks

Execute, Update, or Reset must be called first to set the value of the marginal.

RatingsMarginal()

Returns the marginal distribution for 'Ratings' given by the current state of the message passing algorithm.

Declaration

public DistributionRefArray<Discrete, int> RatingsMarginal()

Returns

Type	Description
DistributionRefArray<Discrete, Int32>	The marginal distribution

Reset()

Reset all messages to their initial values. Sets NumberOfIterationsDone to 0.

Declaration

public void Reset()

SetObservedValue(String, Object)

Set the observed value of the specified variable.

Declaration

public void SetObservedValue(string variableName, object value)

Parameters

Type	Name	Description
String	variableName	Variable name
Object	value	Observed value

Update(Int32)

Update all marginals, by iterating message-passing an additional number of times

Declaration

public void Update(int additionalIterations)

Parameters

Type	Name	Description
Int32	additionalIterations	The number of iterations that should be executed, starting from the current message state. Messages are not reset, even if observed values have changed.

Events

ProgressChanged

Event that is fired when the progress of inference changes, typically at the end of one iteration of the inference algorithm.

Declaration

public event EventHandler<ProgressChangedEventArgs> ProgressChanged

Event Type

Type	Description
EventHandler<ProgressChangedEventArgs>

Implements

IGeneratedAlgorithm