Ewout ter Hoeven

This will be a main project for 2.4.0.

This issue is related to #141, I'm going to look into it!

I'm planning on a big plotting deep dive in November, I will include this issue. This will likely be part of the 2.4.0 release.

> If we want to also control for `style='graph'` whether to show each box as a separate figure or have them in a single figure, then things become messier. I...

Let's move the `"graph"` part to 2.4.0, as part of a larger plotting overhaul.

This PR is succeed by #166.

On a bit broader note, [scikit-optimize](https://scikit-optimize.github.io/) also has functions for [Hammersly sampling](https://scikit-optimize.github.io/stable/auto_examples/sampler/initial-sampling-method.html?highlight=hammersly#hammersly-sampling) and different [optimized](https://scikit-optimize.github.io/stable/auto_examples/sampler/initial-sampling-method.html?highlight=hammersly#centered-latin-hypercube-sampling) Latin hypercube sampling methods, such as centered LHS, Maximin optimized LHS and Correlation optimized LHS,...

#24541 is now merged! @cmarmo could you rebase your branch and see if it solves the problem?

Maybe a bit radical, but do we need to support win32 on Python 3.11? Or at all? I can't imagine there is a huge overlap in users that want to...

Thanks a lot for this effort! Do you by any chance have any performance benchmarks? (see maybe [benchmark docs](https://numpy.org/doc/stable/benchmarking.html))