[pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

Author: pre-commit-ci[bot]

src/fairlens/metrics/unified.py

@@ -177,7 +177,6 @@ def _correlation_matrix_helper(
     cat_num_metric: Callable[[pd.Series, pd.Series], float] = kruskal_wallis,
     cat_cat_metric: Callable[[pd.Series, pd.Series], float] = cramers_v,
 ) -> float:
-
     a_type = utils.infer_distr_type(sr_a)
     b_type = utils.infer_distr_type(sr_b)
 

src/fairlens/scorer.py

@@ -323,7 +323,6 @@ def _calculate_distance(
     method: str = "dist_to_all",
     p_value: bool = False,
 ) -> pd.DataFrame:
-
     unique = df[sensitive_attrs].drop_duplicates()
 
     dist = []

src/fairlens/sensitive/detection.py

@@ -81,7 +81,6 @@ def detect_names_df(
     sensitive_dict = _detect_names_dict(cols, threshold, str_distance, attr_synonym_dict)
 
     if deep_search:
-
         for col in cols:
             # Series containing only the unique values of the analyzed column.
             uniques = pd.Series(df[col].unique())