cvxbiclustr (version 0.0.1)

cobra_internal: Convex Biclustering via Dykstra-like Proximal Algorithm

Description

cobra_internal is an R wrapper around C code.

Usage

cobra_internal(X, Lambda_row, Lambda_col, E_row, E_col, w_row, w_col, gamma, max_iter = 100, tol = 0.001)

Arguments

X

Data matrix

Lambda_row

Initial guess of row Langrage multipliers

Lambda_col

Initial guess of column Langrage multipliers

E_row

Edge-incidence matrix for row graph

E_col

Edge-incidence matrix for column graph

w_row

Vector of weights for row graph

w_col

Vector of weights for column graph

gamma

Regularization parameter for shrinkage

max_iter

Maximum number of AMA iterations

tol

stopping tolerance