R/TunerAsyncGridSearch.R

In mlr3tuning: Hyperparameter Optimization for 'mlr3'

#' @title Hyperparameter Tuning with Asynchronous Grid Search
#'
#' @name mlr_tuners_async_grid_search
#'
#' @description
#' Subclass for asynchronous grid search tuning.
#'
#' @templateVar id async_grid_search
#' @template section_dictionary_tuners
#'
#' @inheritSection bbotk::OptimizerAsyncGridSearch Parameters
#'
#' @family TunerAsync
#' @export
TunerAsyncGridSearch = R6Class(
  "TunerAsyncGridSearch",
  inherit = TunerAsyncFromOptimizerAsync,
  public = list(
    #' @description
    #' Creates a new instance of this [R6][R6::R6Class] class.
    initialize = function() {
      super$initialize(
        optimizer = bbotk::OptimizerAsyncGridSearch$new(),
        man = "mlr3tuning::mlr_tuners_async_grid_search"
      )
    }
  )
)

mlr_tuners$add("async_grid_search", TunerAsyncGridSearch)