R/PRSCC-package.R

In Ivis4ml/PRScc: Proximal Gradient Smoothing Sparse Convex Clustering

##' Solving the Convex Clustering Algorithm and Sparse Convex Clustering Algorithm
##' using Proximal Gradient Descent algorithm with Smooth Approximal scheme.
##'
##' 1/2 | X_i - U_i |_2^2 + lambda * sum_{i < j} w[k] |U_i - U_j|_2 + gamma * sum_{k} r[k] |U_{i,}|_2
##'
##' @docType package
##' @name PRSCC
##' @aliases package-PRSCC
##' @useDynLib PRSCC
##' @import Rcpp methods
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