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What is Optuna?

Optuna is an automatic hyperparameter optimization software framework, particularly designed for machine learning. It features an imperative, define-by-run style user API. Thanks to our define-by-run API, the code written with Optuna enjoys high modularity, and the user of Optuna can dynamically construct the search spaces for the hyperparameters.

Use of Support

Optuna is a non-profit operation, but many engineers and researchers are involved in its development. You can financially support their activities using GitHub Sponsors. Your support contributes to the development of new features on Optuna, operations and maintenance, and also the organization of various development events.

Current sponsors 2

@AlphaImpact
@vinogradovkonst
Past sponsors 5
Private Sponsor
@raquelhortab
@dubovikmaster
@dec1costello
@ysaito8015

Meet the team

Featured work

  1. optuna/optuna

    A hyperparameter optimization framework

    Python 11,147
  2. optuna/optuna-dashboard

    Real-time Web Dashboard for Optuna.

    TypeScript 547
  3. optuna/optuna-examples

    Examples for https://github.com/optuna/optuna

    Python 703
  4. optuna/optuna-integration

    Extended functionalities for Optuna in combination with third-party libraries.

    Python 40

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