ask
Suggest optimized parameters for hyperparameter tuning using a defined search space. Integrates with the Optuna MCP Server to enhance model performance through structured parameter distribution.
Instructions
Suggest new parameters using Optuna
search_space must be a string that can be evaluated to a dictionary to specify Optuna's distributions.
Example:
{"x": {"name": "FloatDistribution", "attributes": {"step": null, "low": -10.0, "high": 10.0, "log": false}}}
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| search_space | Yes |
Input Schema (JSON Schema)
{
"properties": {
"search_space": {
"additionalProperties": true,
"title": "Search Space",
"type": "object"
}
},
"required": [
"search_space"
],
"title": "askArguments",
"type": "object"
}