deephyper.analysis.hps.parameters_at_max#

deephyper.analysis.hps.parameters_at_max(df: DataFrame, column: str = 'objective') → Tuple[dict, float][source]#

Return the parameters at the maximum of the objective function.

Parameters:

  • df (pd.DataFrame) – the results of a Hyperparameter Search.

  • column (str, optional) – the column to use for the maximization. Defaults to "objective".

Returns:

the parameters at the maximum of the column and its corresponding value.

Return type:

Tuple[dict, float]