{
  "schemaVersion": "1.0",
  "updates": [],
  "companyNews": [],
  "id": "b748",
  "language": "ja",
  "name": "Optuna",
  "originalName": "Optuna",
  "library": "tools",
  "category": "モデル開発",
  "categoryKey": "模型开发",
  "categoryKeys": [
    "模型开发"
  ],
  "categories": [
    "モデル開発"
  ],
  "entryPoints": [],
  "summary": "目的関数・動的探索空間でパラメータを調整し、打切り・並列・多目的試験を行う。",
  "introduction": "Optunaは設定と評価を目的関数のtrialとして扱います。動的空間から候補を選び、有望でない試行を早期停止します。並列・多目的・制約を扱えますが、データ分割や指標設計は利用者が行います。",
  "capabilities": [],
  "company": {
    "name": "Optuna開発者",
    "originalName": "Optuna contributors"
  },
  "officialUrl": "https://optuna.org/",
  "profileUpdatedOn": "2026-10-22",
  "sources": [
    {
      "kind": "product",
      "url": "https://optuna.org/"
    },
    {
      "kind": "documentation",
      "url": "https://optuna.readthedocs.io/en/stable/"
    }
  ],
  "news": [],
  "links": {
    "interactive": "products/optuna--b748.html",
    "reading": "read/ja/products/optuna--b748.html",
    "markdown": "read/ja/products/optuna--b748.md",
    "json": "read/ja/products/optuna--b748.json"
  }
}