Interface | Description |
---|---|
IIterativeMatrixFactorization |
Performs an iterative matrix factorization.
|
IMatrixFactorization |
For an m × n matrix A and given k, computes an m
× k matrix U and k × n matrix V'
such that A ~= UV'.
|
IMatrixFactorizationFactory |
A factory of
IMatrixFactorization s. |
Class | Description |
---|---|
IterationNumberGuesser |
This class helps to guesstimate the number of iterations for iterative factorization
algorithms.
|
IterativeMatrixFactorizationFactory |
A factory for
IMatrixFactorization s. |
KMeansMatrixFactorization |
Performs matrix factorization using the K-means clustering algorithm.
|
KMeansMatrixFactorizationFactory |
KMeansMatrixFactorization factory. |
LocalNonnegativeMatrixFactorization |
Performs matrix factorization using the Local Non-negative Matrix Factorization
algorithm with minimization of the Kullback-Leibler divergence between A and UV' and
multiplicative updating.
|
LocalNonnegativeMatrixFactorizationFactory |
LocalNonnegativeMatrixFactorization factory. |
NonnegativeMatrixFactorizationED |
Performs matrix factorization using the Non-negative Matrix Factorization algorithm
with minimization of Euclidean Distance between A and UV' and multiplicative updating.
|
NonnegativeMatrixFactorizationEDFactory |
A factory for
NonnegativeMatrixFactorizationED s. |
NonnegativeMatrixFactorizationKL |
Performs matrix factorization using the Non-negative Matrix Factorization by
minimization of Kullback-Leibler divergence between A and UV' and multiplicative
updating.
|
NonnegativeMatrixFactorizationKLFactory |
Factory for
NonnegativeMatrixFactorizationKL s. |
PartialSingularValueDecomposition |
Performs matrix factorization using the Singular Value Decomposition algorithm.
|
PartialSingularValueDecompositionFactory |
Factory for
PartialSingularValueDecomposition s. |
Enum | Description |
---|---|
IterationNumberGuesser.FactorizationQuality |
Factorization quality.
|