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feat: Allow tuner to accept an initial guess to give it a 'warm start' #231

@toby-coleman

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@toby-coleman

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The OptunaSearch algo supports a points_to_evaluate argument, which can be populated with an initial guess. This is particularly useful when exploring large and heavily constrained search spaces, where it otherwise takes a long time for the tuner to find a feasible solution.

Feature request to to expose this argument, and update docs where necessary.

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