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Carrot2 Framework
API Specification |
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| Interface Summary | |
|---|---|
| IterativeMatrixFactorization | |
| MatrixFactorization | For an m × n matrix A and given k , computes an m × k matrix U and k × n matrix V' such that A ~= UV' . |
| MatrixFactorizationFactory | |
| Class Summary | |
|---|---|
| IterationNumberGuesser | This class helps to guesstimate the number of iterations for iterative factorization algorithms. |
| IterativeMatrixFactorizationBase | |
| IterativeMatrixFactorizationFactory | TODO: refactor - get constants from factorization interfaces. |
| KMeansMatrixFactorization | |
| KMeansMatrixFactorizationFactory | |
| LocalNonnegativeMatrixFactorization | A concrete implementation of the MatrixFacrorization interface. |
| LocalNonnegativeMatrixFactorizationFactory | |
| MatrixFactorizationBase | Abstract implementation of the MatrixFactorization interface. |
| NonnegativeMatrixFactorizationED | A concrete implementation of the MatrixFacrorization interface. |
| NonnegativeMatrixFactorizationEDFactory | |
| NonnegativeMatrixFactorizationKL | A concrete implementation of the MatrixFacrorization interface. |
| NonnegativeMatrixFactorizationKLFactory | |
| PartialSingularValueDecomposition | |
| PartialSingularValueDecompositionFactory | |
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Please refer to project documentation at
http://project.carrot2.org |
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