Implementation of Ax Optimizer#341
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This reverts commit 38332fa.
Replace fragile GenerationStrategy/Models import with AxClient's built-in choose_generation_strategy_kwargs parameter. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Ax: revert to GenerationStrategy approach without min_trials_observed, which is not a valid GenerationStep parameter in the installed ax version. HEBO: raise n_init to n_evals in mixed-types test so the GP surrogate is never called on too few samples and the terminator fires cleanly. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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