authors reworked and warning removed

Author: Julien Roussel

AUTHORS.rst

@@ -2,22 +2,20 @@
 Credits
 =======
 
-Development Lead
+Development Team
 ----------------
 
 * Julien Roussel <[email protected]>
-
-Maintainers
-------------
-
-* Mikail Duran <[email protected]>
 * Anh Khoa Ngo Ho <[email protected]>
+* Charles-Henri Prat <[email protected]>
 * Guillaume Saës <[email protected]>
 
-Contributors
-------------
+Past Contributors
+-----------------
 
 * Hong-Lan Botterman
+* Nicolas Brunel
 * Firas Dakhli
+* Mikaïl Duran
 * Rima Hajou
-* Vianey Taquet
+* Thomas Morzadec

qolmat/benchmark/metrics.py

@@ -1022,8 +1022,8 @@ def distance_anticorr(df1: pd.DataFrame, df2: pd.DataFrame, df_mask: pd.DataFram
     float
         Distance correlation score
     """
-    df1 = df1[df_mask.any(axis=1)]
-    df2 = df2[df_mask.any(axis=1)]
+    df1 = df1.loc[df_mask.any(axis=1)]
+    df2 = df2.loc[df_mask.any(axis=1)]
     return (1 - dcor.distance_correlation(df1.values, df2.values)) / 2
 
 
@@ -1059,8 +1059,8 @@ def pattern_based_weighted_mean_metric(
     """
     scores = []
     weights = []
-    df1 = df1[df_mask.any(axis=1)]
-    df2 = df2[df_mask.any(axis=1)]
+    df1 = df1.loc[df_mask.any(axis=1)]
+    df2 = df2.loc[df_mask.any(axis=1)]
     df_nan = df1.notna()
     max_num_row = 0
     for tup_pattern, df_nan_pattern in df_nan.groupby(df_nan.columns.tolist()):

setup.py

@@ -13,24 +13,31 @@
 LICENSE = "new BSD"
 AUTHORS = """
 Hong-Lan Botterman,
-Julien Roussel,
-Guillaume Saës,
-Thomas Morzadec,
-Rima Hajou,
 Firas Dakhli,
+Rima Hajou,
+Thomas Morzadec,
 Anh Khoa Ngo Ho,
 Charles-Henri Prat
+Julien Roussel,
+Guillaume Saës,
 """
 AUTHORS_EMAIL = """
 [email protected],
-[email protected],
-[email protected],
-[email protected],
-[email protected],
 [email protected],
+[email protected],
+[email protected],
 [email protected],
 [email protected]
+[email protected],
+[email protected],
 """
+MAINTAINER = "Julien ROUSSEL, Anh Khoa NGO HO, Charles-Henri PRAT, Guillaume SAËS"
+MAINTAINER_EMAIL = (
+    "[email protected], "
+    "[email protected], "
+    "[email protected], "
+    "[email protected]"
+)
 URL = "https://github.com/Quantmetry/qolmat"
 DOWNLOAD_URL = "https://pypi.org/project/qolmat/#files"
 PROJECT_URLS = {