R/dolkaPack.R

In libKriging/dolka: Utility functions for Bayesian optimization

##' @title Utility Functions for Bayesian Optimization 
##'
##' @description Transitional package for Bayes Optimization using
##'     either \pkg{DiceKriging} or \pkg{rlikriging} for the kriging
##'     steps.
##' 
##' @section Authors:
##'     \itemize{
##'    
##'      \item{
##'
##'         Most of the functions devoted to Kriging are to be
##'         credited to the authors of the \pkg{DiceKriging} package:
##'         Oliver Roustant, David Ginsbourger and Yves Deville, or to
##'         its contributors: Clement Chevalier and Yann Richet.
##'
##'      }
##'
##'     \item {
##'
##'         Most of the functions devoted to Bayesian Optimization are
##'         to be credited to the authors of the \pkg{DiceOptim}:
##'         Victor Picheny, David Ginsbourger and Olivier Roustant or
##'         to contributors: Michael Binois, Sebastien Marmin and
##'         Tobias Wagner.
##'
##'      }
##'    
##'      \item {  
##'
##'         Most of the functions devoted to kriging inversion are to
##'         be credited to the authors of the \pkg{KrigInv} package:
##'         Clement Chevalier, Victor Picheny, David Ginsbourger and
##'         Dario Azzimonti.
##'
##'      }
##'
##'      Yves Deville performed some refactoring of the functions and
##'      of their examples. Note that this can result in new errors. In
##'      case of doubt, use the original packages.
##' 
##'  }
##'
##' @note The package is \emph{transitional}, meaning that it may
##'     exist only for a quite short period. Hopefully the implemented
##'     functions may continue to be available in other R packages.
##'     
##' @docType package
##' @name dolka-package
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