[WIP] Attempt to make `optimas` generators compatible with generator standard

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Optimization at scale, powered by libEnsemble

https://optimas.readthedocs.io

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[WIP] Attempt to make `optimas` generators compatible with generator standard #228

Open RemiLehe opened 2 months ago

RemiLehe commented 2 months ago

The approach is to replace the internal methods _ask and _tell by ask and tell using a standardized format.

For now, this PR will keep the existing ask and tell methods of optimas (for compatibility with the rest of the framework) but rename them as ask_trials and tell_trials.

[ ] Fix tests for Bayesian optimization generators (including Multitask one)