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Add CMAES optimizer from nevergrad #591

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@gauravmanmode gauravmanmode commented Apr 23, 2025

Hi @janosg
I am wrapping the CMA-ES optimizer from nevergrad
Will be adding tests and docs shortly.
Referring from the discussion in the existing PR's and issues,
some things I have experimented with are:

  1. Refactor code (use helper function nevergrad_internal to simplify code)
  2. Tried using a custom executor that call problem.batch_fun inside
    Using a CustomExecutor, for time consuming objective functions, benchmarking reveals
    Screenshot from 2025-04-21 11-32-57,
    whereas with lightweight objective functions, n_cores = 1 seemed more preferrable

Is this in the right direction?

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