soft_impute: Soft Imputation

In UMDimReduction/GenSoftImpute: Generalized Soft Impute for Matrix Completion

Soft Imputation

Description

Soft Imputation

Usage

soft_impute(X, ncp = 2L, lambdas = c(10, 1, 0.1), maxiter = 100, tol = 0.001)

generalized_soft_impute(
  X,
  M = diag(nrow(X)),
  W = diag(ncol(X)),
  ncp = 2L,
  lambdas = c(10, 1, 0.1),
  maxiter = 100,
  tol = 0.001
)

Arguments

X	matrix
ncp	Number of components
lambdas	Tuning parameters
maxiter	Maximum number of iterations
tol	Tolerance level
M	Row constraint matrix
W	Column constraint matrix

UMDimReduction/GenSoftImpute documentation built on May 17, 2022, 12:04 p.m.