setNMFMethod: Registering NMF Algorithms

In NMF: Algorithms and Framework for Nonnegative Matrix Factorization (NMF)

Registering NMF Algorithms

Description

Adds a new algorithm to the registry of algorithms that perform Nonnegative Matrix Factorization.

nmfRegisterAlgorithm is an alias to setNMFMethod for backward compatibility.

Usage

  setNMFMethod(name, method, ...,
    overwrite = isLoadingNamespace(), verbose = TRUE)

  nmfRegisterAlgorithm(name, method, ...,
    overwrite = isLoadingNamespace(), verbose = TRUE)

Arguments

...	arguments passed to the factory function NMFStrategy, which instantiate the NMFStrategy object that is stored in registry.
overwrite	logical that indicates if any existing NMF method with the same name should be overwritten (TRUE) or not (FALSE), in which case an error is thrown.
verbose	a logical that indicates if information about the registration should be printed (TRUE) or not (FALSE).
name	name/key of an NMF algorithm.
method	definition of the algorithm

Examples

# define/regsiter a new -- dummy -- NMF algorithm with the minimum arguments
# y: target matrix
# x: initial NMF model (i.e. the seed)
# NB: this algorithm simply return the seed unchanged
setNMFMethod('mynmf', function(y, x, ...){ x })

# check algorithm on toy data
res <- nmfCheck('mynmf')
# the NMF seed is not changed
stopifnot( nmf.equal(res, nmfCheck('mynmf', seed=res)) )

NMF documentation built on Sept. 11, 2024, 8:34 p.m.