qolmat.benchmark.metrics.sum_energy_distances¶
- qolmat.benchmark.metrics.sum_energy_distances(df1: DataFrame, df2: DataFrame, df_mask: DataFrame) Series[source]¶
Compute the sum of energy distances between df1 and df2.
It is based on https://dcor.readthedocs.io/en/latest/theory.html#
- Parameters
- df1pd.DataFrame
true dataframe
- df2pd.DataFrame
predicted dataframe
- df_maskpd.DataFrame
Elements of the dataframes to compute on
- Returns
- pd.Series
Sum of energy distances between df1 and df2.