optuna

开源

超参数优化框架

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工具介绍

超参数优化框架

Optuna:一个超参数优化框架 :link: website : |:page withcurl: Docs : Instructure Guide : |:::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::出::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: 它具有一个必须的,按运行的样式定义的用户 API. 由于我们逐个运行的API,与Optuna所写的代码具有高模块性,而Optuna的用户可以动态地构建超参数的搜索空间. :loud speakers:News Sep 7, 2026: Optuna v5和Rustuna v0.1.0已经发布!. 看看发行的博客帖子. Optuna v 5.0.0发布博客文章 Rustuna v 4.1.0发布博客文章 Aug 3, 2026: 发布候选人 Optuna v 5. 查看发行说明详细内容. June 1, 2026: Optuna 4. 9.0出局了! 查看发行说明详细内容. 2026年3月16日:奥普图纳.

核心特点

•Sep 7, 2026: Optuna v5 and Rustuna v0.1.0 have been released! Check out the release blog posts.
•Optuna v5.0.0 release blog post
•Rustuna v0.1.0 release blog post
•Aug 3, 2026: Release candidate of Optuna v5 is available! Check out the release note for details.
•Jun 1, 2026: Optuna 4.9.0 is out! Check out the release note for details.
•Mar 16, 2026: Optuna 4.8.0 is out! Check out the release note for details.
•Jan 19, 2026: Optuna 4.7.0 is out! Check out the release note for details.
•Nov 10, 2025: A new article Announcing Optuna 4.6 has been published.
•Lightweight, versatile, and platform agnostic architecture
•Handle a wide variety of tasks with a simple installation that has few requirements.