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#' optim.functions: A collection of standard optimization functions along with
#' a standard interface to call and sample those functions.
#'
#' @section Sampling functions:
#' The sampling functions all need to have a standard interface. They all must
#' take 2 parameters: \code{n}, the number of samples to generate and \code{k},
#' the number of dimensions to sample. They all return a matrix-like object
#' containing \code{n} rows of \code{k} columns of samples.
#'
#' The main interface to this library is through the
#' \code{\link{sample.func}} function.
#'
#' @docType package
#' @name optim.functions
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