Latin Hypercube sampling design (LHS)

[joergbuchwald]

add a Latin Hypercube sampling design constructed by LatinHypercubeSampling.jl

[joergbuchwald]

do you have an idea how to fix the pipeline? The output is nondeterministic. Does it make sense in your opinion to remove the no-deterministic part in the show overload?

[phrb]

I use a seed at the documentation makefile in order to get deterministic results.
Seeded tests are standard practice, and we can use a set of seeds to try more variation.

You can build docs locally to get the proper output by doing:

$ cd ExperimentalDesign
$ julia

Then:

(@v1.6) pkg> activate docs
  Activating environment at `~/.julia/dev/ExperimentalDesign/docs/Project.toml`

julia> using Documenter, ExperimentalDesign

julia> random_seed = 443591

julia> DocMeta.setdocmeta!(ExperimentalDesign,
                           :DocTestSetup,
                           :(using ExperimentalDesign, Distributions,
                             Random, StatsModels, DataFrames;
                             Random.seed!($random_seed););
                           recursive = true)

These are the steps on the docs makefile, and will allow you to test the current version:

julia> doctest(ExperimentalDesign)

To update the doctests with this seed, run:

julia> doctest(ExperimentalDesign; fix = true)

This will change your local files, so make sure all other tests pass and commit the changes.