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Migrate nevergrad optimizers to new documentation style #632

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PR Description

This PR updates the documentation of the recently added optimizers from the nevergrad library to follow the new documentation style.

Additional changes

Clarify dependancy conflict between nevergrad and bayes_opt
Closes #627
Use tab-set directive instead of tabbed
Closes #628
Also, use from __future__ import annotations in nevergrad_optimizers.py for stringified annotations.

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