{"version":"1.0","workflow_uuid":"ad894074-3d9d-11f1-9bc6-00163e2b0d79","workflow_title":"Optuna — Automatic Hyperparameter Optimization Framework","install_contract":{"version":"1.0","installReady":false,"title":"Optuna — Automatic Hyperparameter Optimization Framework","summary":"Optuna is an automatic hyperparameter optimization framework for machine learning. It provides an imperative define-by-run API that lets you construct search spaces dynamically, with built-in pruning, visualization, and distributed optimization across multiple workers.","assetType":"Scripts","pageUrl":"https://tokrepo.com/en/workflows/ad894074-3d9d-11f1-9bc6-00163e2b0d79","sourceUrl":"https://github.com/optuna/optuna","intendedFor":[],"firstActions":[],"agentFirstSteps":[],"targetPaths":[],"verification":[],"startingPoints":[],"example":"","successOutcome":"","boundaries":[],"askUserIf":["the current workspace stack cannot be matched to a safe upstream template","the target path is not the project root, or an existing file should be merged instead of overwritten"]}}