describe_pep_values#

pepbench.data_handling.describe_pep_values(data: DataFrame, group_cols: str_t | None = None, metrics: Sequence[str] | None = None) DataFrame[source]#

Compute the descriptive statistics for the PEP values using the pandas.DataFrame.describe method.

Parameters:
datapandas.DataFrame

The PEP values.

group_colsstr or list of str, optional

The column(s) to group the data by, if any. Default: “phase”.

metricslist of str, optional

List of metrics to display from the descriptive statistics. Default: [“mean”, “std”, “min”, “max”].