Optuna MCP Server

Official

MIT License

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plot_hypervolume_history

Generate hypervolume history plots as images to track optimization progress, using specified reference points in Optuna's automated hyperparameter tuning framework.

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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