deephyper.analysis.hpo.filter_failed_objectives#
- deephyper.analysis.hpo.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]