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Align arguments with create_study and load_study #2911

@himkt

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@himkt

Motivation

Currently, the orders of arguments are different between create_study and load_study, although users might think interfaces are the same. In this issue, we consider changing the interface of create_study or load_study to align them and make a change if we decide to do.

Description

  • Discuss if we should align interfaces of create_study and load_study
  • Decide how to introduce the changes less burdensome for users (if we decide to change)
  • Make PR(s) with appropriate messages to let users know about the change

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    contribution-welcomeIssue that welcomes contribution.featureChange that does not break compatibility, but affects the public interfaces.no-staleExempt from stale botoptuna.samplersRelated to the `optuna.samplers` submodule. This is automatically labeled by github-actions.v3Issue/PR for Optuna version 3.

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