Upload german.py

german.py

@@ -227,8 +227,11 @@ class German(datasets.GeneratorBasedBuilder):
             if feature not in ["marital_status", "sex"]:
                 encoding_function = partial(self.encode, feature)
                 data.loc[:, feature] = data[feature].apply(encoding_function)
-        data.loc[:, "marital_status"] = data.personal_status_and_sex.apply(self.encode_marital_status)
-        data.loc[:, "sex"] = data.personal_status_and_sex.apply(self.encode_sex)
+        
+        encode_marital_status = partial(self.encode, "marital_status")
+        encode_sex = partial(self.encode, "sex")
+        data.loc[:, "marital_status"] = data.personal_status_and_sex.apply(encode_marital_status)
+        data.loc[:, "sex"] = data.personal_status_and_sex.apply(encode_sex)
         data.loc[:, "loan_purpose"] = data.loan_purpose.apply(self.encode_loan_purpose)
         data.loc[:, "loan_granted"] = data.loan_granted.apply(lambda x: x - 1)