Class CompoundSparseBinaryBpmTraining_EP
Inheritance
CompoundSparseBinaryBpmTraining_EP
Assembly: Microsoft.ML.Probabilistic.Learners.Classifier.dll
Syntax
public class CompoundSparseBinaryBpmTraining_EP : IGeneratedAlgorithm
Fields
Changed_FeatureCount_FeatureIndexes_FeatureValues_InstanceCount_InstanceFeatureCounts_Labels_numberO12_isDone
True if Changed_FeatureCount_FeatureIndexes_FeatureValues_InstanceCount_InstanceFeatureCounts_Labels_numberO12 has executed. Set this to false to force re-execution of Changed_FeatureCount_FeatureIndexes_FeatureValues_InstanceCount_InstanceFeatureCounts_Labels_numberO12
Declaration
public bool Changed_FeatureCount_FeatureIndexes_FeatureValues_InstanceCount_InstanceFeatureCounts_Labels_numberO12_isDone
Field Value
Changed_FeatureCount_FeatureIndexes_InstanceCount_InstanceFeatureCounts_numberOfIterationsDecreased_11_isDone
True if Changed_FeatureCount_FeatureIndexes_InstanceCount_InstanceFeatureCounts_numberOfIterationsDecreased_11 has executed. Set this to false to force re-execution of Changed_FeatureCount_FeatureIndexes_InstanceCount_InstanceFeatureCounts_numberOfIterationsDecreased_11
Declaration
public bool Changed_FeatureCount_FeatureIndexes_InstanceCount_InstanceFeatureCounts_numberOfIterationsDecreased_11_isDone
Field Value
Changed_FeatureCount_FeatureIndexes_InstanceCount_InstanceFeatureCounts_numberOfIterationsDecreased_11_isInitialised
True if Changed_FeatureCount_FeatureIndexes_InstanceCount_InstanceFeatureCounts_numberOfIterationsDecreased_11 has performed initialisation. Set this to false to force re-execution of Changed_FeatureCount_FeatureIndexes_InstanceCount_InstanceFeatureCounts_numberOfIterationsDecreased_11
Declaration
public bool Changed_FeatureCount_FeatureIndexes_InstanceCount_InstanceFeatureCounts_numberOfIterationsDecreased_11_isInitialised
Field Value
Changed_FeatureCount_isDone
True if Changed_FeatureCount has executed. Set this to false to force re-execution of Changed_FeatureCount
Declaration
public bool Changed_FeatureCount_isDone
Field Value
Changed_FeatureCount_numberOfIterationsDecreased_Init_FeatureIndexes_FeatureValues_InstanceCount_Ins5_isDone
True if Changed_FeatureCount_numberOfIterationsDecreased_Init_FeatureIndexes_FeatureValues_InstanceCount_Ins5 has executed. Set this to false to force re-execution of Changed_FeatureCount_numberOfIterationsDecreased_Init_FeatureIndexes_FeatureValues_InstanceCount_Ins5
Declaration
public bool Changed_FeatureCount_numberOfIterationsDecreased_Init_FeatureIndexes_FeatureValues_InstanceCount_Ins5_isDone
Field Value
Changed_FeatureCount_numberOfIterationsDecreased_Init_FeatureIndexes_FeatureValues_InstanceCount_Ins5_isInitialised
True if Changed_FeatureCount_numberOfIterationsDecreased_Init_FeatureIndexes_FeatureValues_InstanceCount_Ins5 has performed initialisation. Set this to false to force re-execution of Changed_FeatureCount_numberOfIterationsDecreased_Init_FeatureIndexes_FeatureValues_InstanceCount_Ins5
Declaration
public bool Changed_FeatureCount_numberOfIterationsDecreased_Init_FeatureIndexes_FeatureValues_InstanceCount_Ins5_isInitialised
Field Value
Changed_FeatureCount_WeightConstraints_isDone
True if Changed_FeatureCount_WeightConstraints has executed. Set this to false to force re-execution of Changed_FeatureCount_WeightConstraints
Declaration
public bool Changed_FeatureCount_WeightConstraints_isDone
Field Value
Changed_FeatureCount_WeightPrecisionRateConstraints_isDone
True if Changed_FeatureCount_WeightPrecisionRateConstraints has executed. Set this to false to force re-execution of Changed_FeatureCount_WeightPrecisionRateConstraints
Declaration
public bool Changed_FeatureCount_WeightPrecisionRateConstraints_isDone
Field Value
Changed_FeatureCount_ZeroFeatureValueInstanceCounts_isDone
True if Changed_FeatureCount_ZeroFeatureValueInstanceCounts has executed. Set this to false to force re-execution of Changed_FeatureCount_ZeroFeatureValueInstanceCounts
Declaration
public bool Changed_FeatureCount_ZeroFeatureValueInstanceCounts_isDone
Field Value
Changed_FeatureValues_InstanceCount_InstanceFeatureCounts_isDone
True if Changed_FeatureValues_InstanceCount_InstanceFeatureCounts has executed. Set this to false to force re-execution of Changed_FeatureValues_InstanceCount_InstanceFeatureCounts
Declaration
public bool Changed_FeatureValues_InstanceCount_InstanceFeatureCounts_isDone
Field Value
Changed_InstanceCount_InstanceFeatureCounts_isDone
True if Changed_InstanceCount_InstanceFeatureCounts has executed. Set this to false to force re-execution of Changed_InstanceCount_InstanceFeatureCounts
Declaration
public bool Changed_InstanceCount_InstanceFeatureCounts_isDone
Field Value
Changed_InstanceCount_InstanceFeatureCounts_numberOfIterationsDecreased_Init_FeatureCount_FeatureInd10_isDone
True if Changed_InstanceCount_InstanceFeatureCounts_numberOfIterationsDecreased_Init_FeatureCount_FeatureInd10 has executed. Set this to false to force re-execution of Changed_InstanceCount_InstanceFeatureCounts_numberOfIterationsDecreased_Init_FeatureCount_FeatureInd10
Declaration
public bool Changed_InstanceCount_InstanceFeatureCounts_numberOfIterationsDecreased_Init_FeatureCount_FeatureInd10_isDone
Field Value
Changed_InstanceCount_InstanceFeatureCounts_numberOfIterationsDecreased_Init_FeatureCount_FeatureInd10_isInitialised
True if Changed_InstanceCount_InstanceFeatureCounts_numberOfIterationsDecreased_Init_FeatureCount_FeatureInd10 has performed initialisation. Set this to false to force re-execution of Changed_InstanceCount_InstanceFeatureCounts_numberOfIterationsDecreased_Init_FeatureCount_FeatureInd10
Declaration
public bool Changed_InstanceCount_InstanceFeatureCounts_numberOfIterationsDecreased_Init_FeatureCount_FeatureInd10_isInitialised
Field Value
Changed_InstanceCount_isDone
True if Changed_InstanceCount has executed. Set this to false to force re-execution of Changed_InstanceCount
Declaration
public bool Changed_InstanceCount_isDone
Field Value
Changed_numberOfIterationsDecreased_Init_FeatureCount_FeatureIndexes_FeatureValues_InstanceCount_Ins6_isDone
True if Changed_numberOfIterationsDecreased_Init_FeatureCount_FeatureIndexes_FeatureValues_InstanceCount_Ins6 has executed. Set this to false to force re-execution of Changed_numberOfIterationsDecreased_Init_FeatureCount_FeatureIndexes_FeatureValues_InstanceCount_Ins6
Declaration
public bool Changed_numberOfIterationsDecreased_Init_FeatureCount_FeatureIndexes_FeatureValues_InstanceCount_Ins6_isDone
Field Value
Changed_numberOfIterationsDecreased_Init_FeatureCount_FeatureIndexes_FeatureValues_InstanceCount_Ins6_isInitialised
True if Changed_numberOfIterationsDecreased_Init_FeatureCount_FeatureIndexes_FeatureValues_InstanceCount_Ins6 has performed initialisation. Set this to false to force re-execution of Changed_numberOfIterationsDecreased_Init_FeatureCount_FeatureIndexes_FeatureValues_InstanceCount_Ins6
Declaration
public bool Changed_numberOfIterationsDecreased_Init_FeatureCount_FeatureIndexes_FeatureValues_InstanceCount_Ins6_isInitialised
Field Value
CommonWeightPrecision_F
Declaration
public Gamma CommonWeightPrecision_F
Field Value
CommonWeightPrecision_rep_B
Declaration
public Gamma[] CommonWeightPrecision_rep_B
Field Value
CommonWeightPrecision_rep_B_toDef
Buffer for ReplicateOp_Divide.Marginal<Gamma>
Declaration
public Gamma CommonWeightPrecision_rep_B_toDef
Field Value
CommonWeightPrecision_rep_F
Declaration
public Gamma[] CommonWeightPrecision_rep_F
Field Value
CommonWeightPrecision_rep_F_marginal
Buffer for ReplicateOp_Divide.UsesAverageConditional<Gamma>
Declaration
public Gamma CommonWeightPrecision_rep_F_marginal
Field Value
Constant_isDone
True if Constant has executed. Set this to false to force re-execution of Constant
Declaration
public bool Constant_isDone
Field Value
FeatureScores_B
Declaration
public DistributionStructArray<Gaussian, double>[] FeatureScores_B
Field Value
FeatureScores_F
Declaration
public DistributionStructArray<Gaussian, double>[] FeatureScores_F
Field Value
IndexedWeightPrecisionRates_B
Declaration
public DistributionRefArray<DistributionStructArray<Gamma, double>, double[]> IndexedWeightPrecisionRates_B
Field Value
IndexedWeights_B
Declaration
public DistributionStructArray<Gaussian, double>[] IndexedWeights_B
Field Value
NoisyScore_F
Declaration
public Gaussian[] NoisyScore_F
Field Value
NoisyScore_use_B
Message from use of 'NoisyScore'
Declaration
public Gaussian[] NoisyScore_use_B
Field Value
Score_B
Declaration
public Gaussian[] Score_B
Field Value
Score_F
Declaration
public Gaussian[] Score_F
Field Value
SharedWeightPrecisionRates_B_FeatureRange__Q
Buffer for GammaFromShapeAndRateOp_Laplace.SampleAverageConditional
Declaration
public Gamma[] SharedWeightPrecisionRates_B_FeatureRange__Q
Field Value
SharedWeightPrecisionRates_F
Declaration
public DistributionStructArray<Gamma, double> SharedWeightPrecisionRates_F
Field Value
SharedWeightPrecisionRates_use_B
Message from use of 'SharedWeightPrecisionRates'
Declaration
public DistributionStructArray<Gamma, double> SharedWeightPrecisionRates_use_B
Field Value
SharedWeightPrecisionRates_uses_B
Messages from uses of 'SharedWeightPrecisionRates_use'
Declaration
public Gamma[][] SharedWeightPrecisionRates_uses_B
Field Value
| Type |
Description |
| Gamma[][] |
|
SharedWeightPrecisionRates_uses_F
Messages to uses of 'SharedWeightPrecisionRates_use'
Declaration
public Gamma[][] SharedWeightPrecisionRates_uses_F
Field Value
| Type |
Description |
| Gamma[][] |
|
WeightPrecisionRateRates_F_reduced
Declaration
public Gamma WeightPrecisionRateRates_F_reduced
Field Value
WeightPrecisionRates_depth0_B
Declaration
public DistributionStructArray<Gamma, double> WeightPrecisionRates_depth0_B
Field Value
WeightPrecisionRates_depth0_F
Declaration
public DistributionStructArray<Gamma, double> WeightPrecisionRates_depth0_F
Field Value
WeightPrecisionRates_depth0_marginal_F
Message to marginal of 'WeightPrecisionRates_depth0'
Declaration
public DistributionStructArray<Gamma, double> WeightPrecisionRates_depth0_marginal_F
Field Value
WeightPrecisionRates_depth0_uses_B
Messages from uses of 'WeightPrecisionRates_depth0'
Declaration
public DistributionStructArray<Gamma, double>[] WeightPrecisionRates_depth0_uses_B
Field Value
WeightPrecisionRates_depth0_uses_F
Messages to uses of 'WeightPrecisionRates_depth0'
Declaration
public DistributionStructArray<Gamma, double>[] WeightPrecisionRates_depth0_uses_F
Field Value
WeightPrecisionRates_rpt_B_reduced
Declaration
public Gamma WeightPrecisionRates_rpt_B_reduced
Field Value
WeightPrecisionRates_use_B
Message from use of 'WeightPrecisionRates'
Declaration
public DistributionStructArray<Gamma, double> WeightPrecisionRates_use_B
Field Value
WeightPrecisionRates_uses_B
Messages from uses of 'WeightPrecisionRates_use'
Declaration
public Gamma[][] WeightPrecisionRates_uses_B
Field Value
| Type |
Description |
| Gamma[][] |
|
WeightPrecisionRates_uses_F
Messages to uses of 'WeightPrecisionRates_use'
Declaration
public Gamma[][] WeightPrecisionRates_uses_F
Field Value
| Type |
Description |
| Gamma[][] |
|
WeightPrecisions_B
Declaration
public DistributionStructArray<Gamma, double> WeightPrecisions_B
Field Value
WeightPrecisions_B_FeatureRange__Q
Buffer for GammaRatioOp_Laplace.AAverageConditional
Declaration
public Gamma[] WeightPrecisions_B_FeatureRange__Q
Field Value
WeightPrecisions_F
Declaration
public DistributionStructArray<Gamma, double> WeightPrecisions_F
Field Value
Weights_B
Declaration
public DistributionStructArray<Gaussian, double> Weights_B
Field Value
Weights_F
Declaration
public DistributionStructArray<Gaussian, double> Weights_F
Field Value
Weights_FeatureIndexes_F
Declaration
public DistributionRefArray<DistributionStructArray<Gaussian, double>, double[]> Weights_FeatureIndexes_F
Field Value
Weights_marginal_F
Message to marginal of 'Weights'
Declaration
public DistributionStructArray<Gaussian, double> Weights_marginal_F
Field Value
Weights_uses_B
Messages from uses of 'Weights'
Declaration
public DistributionStructArray<Gaussian, double>[] Weights_uses_B
Field Value
Weights_uses_F
Messages to uses of 'Weights'
Declaration
public DistributionStructArray<Gaussian, double>[] Weights_uses_F
Field Value
Zero_reduced
Declaration
public double Zero_reduced
Field Value
Properties
FeatureCount
The externally-specified value of 'FeatureCount'
Declaration
public int FeatureCount { get; set; }
Property Value
FeatureIndexes
The externally-specified value of 'FeatureIndexes'
Declaration
public int[][] FeatureIndexes { get; set; }
Property Value
| Type |
Description |
| Int32[][] |
|
FeatureValues
The externally-specified value of 'FeatureValues'
Declaration
public double[][] FeatureValues { get; set; }
Property Value
InstanceCount
The externally-specified value of 'InstanceCount'
Declaration
public int InstanceCount { get; set; }
Property Value
InstanceFeatureCounts
The externally-specified value of 'InstanceFeatureCounts'
Declaration
public int[] InstanceFeatureCounts { get; set; }
Property Value
Labels
The externally-specified value of 'Labels'
Declaration
public bool[] Labels { get; set; }
Property Value
NumberOfIterationsDone
The number of iterations done from the initial state
Declaration
public int NumberOfIterationsDone { get; }
Property Value
WeightConstraints
The externally-specified value of 'WeightConstraints'
Declaration
public DistributionStructArray<Gaussian, double> WeightConstraints { get; set; }
Property Value
WeightPrecisionRateConstraints
The externally-specified value of 'WeightPrecisionRateConstraints'
Declaration
public DistributionStructArray<Gamma, double> WeightPrecisionRateConstraints { get; set; }
Property Value
ZeroFeatureValueInstanceCounts
The externally-specified value of 'ZeroFeatureValueInstanceCounts'
Declaration
public double[] ZeroFeatureValueInstanceCounts { get; set; }
Property Value
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
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
|
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
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.
|
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 Parameters
| Name |
Description |
| T |
The distribution type.
|
Reset()
Reset all messages to their initial values. Sets NumberOfIterationsDone to 0.
Declaration
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.
|
WeightPrecisionRatesMarginalDividedByPrior()
Returns the output message (the posterior divided by the prior) for 'WeightPrecisionRates' given by the current state of the
message passing algorithm.
Declaration
public DistributionStructArray<Gamma, double> WeightPrecisionRatesMarginalDividedByPrior()
Returns
WeightsMarginal()
Returns the marginal distribution for 'Weights' given by the current state of the
message passing algorithm.
Declaration
public DistributionStructArray<Gaussian, double> WeightsMarginal()
Returns
WeightsMarginalDividedByPrior()
Returns the output message (the posterior divided by the prior) for 'Weights' given by the current state of the
message passing algorithm.
Declaration
public DistributionStructArray<Gaussian, double> WeightsMarginalDividedByPrior()
Returns
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
Implements