add_trials

add_trials

Add multiple trials to a study in the Optuna MCP Server for hyperparameter optimization. Specify parameters, distributions, values, and trial states for enhanced automated analysis.

Instructions

Add multiple trials to the study.

Input Schema

Name	Required	Description	Default
`trials`	Yes

Input Schema (JSON Schema)

{
  "$defs": {
    "TrialToAdd": {
      "properties": {
        "distributions": {
          "additionalProperties": true,
          "title": "Distributions",
          "type": "object"
        },
        "params": {
          "additionalProperties": true,
          "title": "Params",
          "type": "object"
        },
        "state": {
          "enum": [
            "COMPLETE",
            "PRUNED",
            "FAIL"
          ],
          "title": "State",
          "type": "string"
        },
        "system_attrs": {
          "anyOf": [
            {
              "additionalProperties": true,
              "type": "object"
            },
            {
              "type": "null"
            }
          ],
          "title": "System Attrs"
        },
        "user_attrs": {
          "anyOf": [
            {
              "additionalProperties": true,
              "type": "object"
            },
            {
              "type": "null"
            }
          ],
          "title": "User Attrs"
        },
        "values": {
          "anyOf": [
            {
              "items": {
                "type": "number"
              },
              "type": "array"
            },
            {
              "type": "null"
            }
          ],
          "title": "Values"
        }
      },
      "required": [
        "params",
        "distributions",
        "values",
        "state",
        "user_attrs",
        "system_attrs"
      ],
      "title": "TrialToAdd",
      "type": "object"
    }
  },
  "properties": {
    "trials": {
      "items": {
        "$ref": "#/$defs/TrialToAdd"
      },
      "title": "Trials",
      "type": "array"
    }
  },
  "required": [
    "trials"
  ],
  "title": "add_trialsArguments",
  "type": "object"
}

Optuna MCP Server

Instructions

Input Schema

Input Schema (JSON Schema)

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MCP directory API