Upload nbfi.py

nbfi.py

@@ -223,17 +223,15 @@ class NBFI(datasets.GeneratorBasedBuilder):
 
         print(data["owns_a_car"].apply(bool).shape, data.shape)
         data["owns_a_car"] = data["owns_a_car"].apply(bool)
-        print(data.dtypes["owns_a_car"])
-        print(data["owns_a_car"])
-        data.iloc[:, "owns_a_bike"] = data["owns_a_bike"].apply(bool)
-        data.iloc[:, "has_an_active_loan"] = data["has_an_active_loan"].apply(bool)
-        data.iloc[:, "owns_a_house"] = data["owns_a_house"].apply(bool)
-        data.iloc[:, "is_male"] = data["is_male"].apply(bool)
-        data.iloc[:, "has_provided_a_mobile_number"] = data["has_provided_a_mobile_number"].apply(bool)
-        data.iloc[:, "has_provided_a_home_number"] = data["has_provided_a_home_number"].apply(bool)
-        data.iloc[:, "was_reachable_at_work"] = data["was_reachable_at_work"].apply(bool)
-        data.iloc[:, "same_residence_and_home"] = data["same_residence_and_home"].apply(bool)
-        data.iloc[:, "same_work_and_home"] = data["same_work_and_home"].apply(bool)
+        data["owns_a_bike"] = data["owns_a_bike"].apply(bool)
+        data["has_an_active_loan"] = data["has_an_active_loan"].apply(bool)
+        data["owns_a_house"] = data["owns_a_house"].apply(bool)
+        data["is_male"] = data["is_male"].apply(bool)
+        data["has_provided_a_mobile_number"] = data["has_provided_a_mobile_number"].apply(bool)
+        data["has_provided_a_home_number"] = data["has_provided_a_home_number"].apply(bool)
+        data["was_reachable_at_work"] = data["was_reachable_at_work"].apply(bool)
+        data["same_residence_and_home"] = data["same_residence_and_home"].apply(bool)
+        data["same_work_and_home"] = data["same_work_and_home"].apply(bool)
         
         return data[list(features_types_per_config[config].keys())]