deephyper.analysis.hps.filter_failed_objectives#

deephyper.analysis.hps.filter_failed_objectives(df: DataFrame) → Tuple[DataFrame, DataFrame][source]#

Filter out lines from the DataFrame with failed objectives.

Parameters:

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

Returns:

df_without_failures, df_with_failures the first are results of a Hyperparameter Search without failed objectives and the second are results of Hyperparameter search with failed objectives.

Return type:

Tuple[pd.DataFrame, pd.DataFrame]