Upload nbfi.py

nbfi.py

@@ -221,7 +221,7 @@ class NBFI(datasets.GeneratorBasedBuilder):
         
         data.columns = _BASE_FEATURE_NAMES
 
-        print(data["owns_a_car"].apply(bool).shape, data.shape)
+        data["education_level"] = data["education_level"].apply(lambda x: _EDUCATION_ENCODING[x])
         data["owns_a_car"] = data["owns_a_car"].apply(bool)
         data["owns_a_bike"] = data["owns_a_bike"].apply(bool)
         data["has_an_active_loan"] = data["has_an_active_loan"].apply(bool)