create_study
Create or load an Optuna study with a specified study_name and optimization directions, enabling hyperparameter tuning and analysis through automated workflows.
Instructions
Create a new Optuna study with the given study_name and directions.
If the study already exists, it will be simply loaded.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| directions | No | ||
| study_name | Yes |
Input Schema (JSON Schema)
{
"properties": {
"directions": {
"anyOf": [
{
"items": {
"enum": [
"minimize",
"maximize"
],
"type": "string"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Directions"
},
"study_name": {
"title": "Study Name",
"type": "string"
}
},
"required": [
"study_name"
],
"title": "create_studyArguments",
"type": "object"
}