paradox (version 0.1.0)

generate_design_lhs: Generate a Space-Filling LHS Design

Description

Generate a space-filling design using Latin hypercube sampling.

Usage

generate_design_lhs(param_set, n, lhs_fun = NULL)

Arguments

param_set

:: ParamSet.

n

:: integer(1) Number of points to sample.

lhs_fun

:: function(n, k) Function to use to generate a LHS sample, with n samples and k values per param. LHS functions are implemented in package lhs, default is to use lhs::maximinLHS().

Value

(data.table::data.table()).

See Also

Other generate_design: generate_design_grid, generate_design_random

Examples

# NOT RUN {
ps = ParamSet$new(list(
  ParamDbl$new("ratio", lower = 0, upper = 1),
  ParamFct$new("letters", levels = letters[1:3])
))
generate_design_lhs(ps, 10)
# }

Run the code above in your browser using DataCamp Workspace