Optuna MCP Server

Official

MIT License

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plot_hypervolume_history

Generate a hypervolume history plot to visualize optimization performance based on specified reference points, enabling analysis of multi-objective optimization results.

Instructions

Return the hypervolume history plot as an image.

    Args:
        reference_point:
            A list of reference points to calculate the hypervolume.
    

Input Schema

Name	Required	Description	Default
`reference_point`	Yes

Input Schema (JSON Schema)

{
  "properties": {
    "reference_point": {
      "items": {
        "type": "number"
      },
      "title": "Reference Point",
      "type": "array"
    }
  },
  "required": [
    "reference_point"
  ],
  "title": "plot_hypervolume_historyArguments",
  "type": "object"
}

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