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Migrate to GPSampler from skopt for bayesianoptimization #2490

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What this PR does / why we need it:

  • Migrates from Scikit-Optimize (skopt) to GPSampler form optuna for Bayesian optimization
  • Removes deprecated skopt suggestion service

Which issue(s) this PR fixes (optional, in fixes #<issue number>(, fixes #<issue_number>, ...) format, will close the issue(s) when PR gets merged):
Fixes #2280

Checklist:

  • Docs included if any changes are user facing

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@akagami-harsh akagami-harsh changed the title Migrate from skopt to GPSampler form optuna for bayesianoptimization Migrate to GPSampler from skopt for bayesianoptimization Jan 16, 2025
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Deprecate Skopt Suggestion Service
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