Optuna MCP Server

Official

MIT License

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plot_edf

Generate an Empirical Distribution Function (EDF) plot to visualize the distribution of optimization objective values. Specify the target index and name for precise analysis of Optuna optimization results.

Instructions

Return the EDF plot as an image.

    Args:
        target:
            An index to specify the value to display. To plot nth objective value, set this to n.
            Note that this is 0-indexed, i.e., to plot the first objective value, set this to 0.
        target_name:
            Target’s name to display on the axis label.
    

Input Schema

Name	Required	Description	Default
`target`	No
`target_name`	No		Objective Value

Input Schema (JSON Schema)

{
  "properties": {
    "target": {
      "default": 0,
      "title": "Target",
      "type": "integer"
    },
    "target_name": {
      "default": "Objective Value",
      "title": "Target Name",
      "type": "string"
    }
  },
  "title": "plot_edfArguments",
  "type": "object"
}

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