Package | Description |
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gov.sandia.cognition.learning.algorithm.pca |
Provides implementations of Principle Components Analysis (PCA).
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gov.sandia.cognition.learning.function.vector |
Provides functions that output vectors.
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Modifier and Type | Method and Description |
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MultivariateDiscriminant |
PrincipalComponentsAnalysisFunction.getDimensionReducer()
Getter for dimensionReducer
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Modifier and Type | Method and Description |
---|---|
void |
PrincipalComponentsAnalysisFunction.setDimensionReducer(MultivariateDiscriminant dimensionReducer)
Setter for dimensionReducer
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Constructor and Description |
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PrincipalComponentsAnalysisFunction(Vector mean,
MultivariateDiscriminant dimensionReducer)
Creates a new instance of PrincipalComponentAnalysisFunction
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Modifier and Type | Class and Description |
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class |
MultivariateDiscriminantWithBias
A multivariate discriminant (matrix multiply) plus a constant vector
that gets added to the output of the discriminant.
|
Modifier and Type | Method and Description |
---|---|
MultivariateDiscriminant |
MultivariateDiscriminant.clone() |
MultivariateDiscriminant |
GeneralizedLinearModel.getDiscriminant()
Getter for discriminant
|
Modifier and Type | Method and Description |
---|---|
void |
GeneralizedLinearModel.setDiscriminant(MultivariateDiscriminant discriminant)
Setter for discriminant
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Constructor and Description |
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DifferentiableGeneralizedLinearModel(MultivariateDiscriminant matrixMultiply,
DifferentiableUnivariateScalarFunction scalarSquashingFunction)
Creates a new instance of DifferentiableGeneralizedLinearModel
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DifferentiableGeneralizedLinearModel(MultivariateDiscriminant matrixMultiply,
DifferentiableVectorFunction squashingFunction)
Creates a new instance of DifferentiableGeneralizedLinearModel
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GeneralizedLinearModel(MultivariateDiscriminant matrixMultiply,
UnivariateScalarFunction scalarSquashingFunction)
Creates a new instance of GeneralizedLinearModel
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GeneralizedLinearModel(MultivariateDiscriminant discriminant,
VectorFunction squashingFunction)
Creates a new instance of GeneralizedLinearModel
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MultivariateDiscriminant(MultivariateDiscriminant other)
Copy constructor
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