feature_dist` for cat columns are not storing anywhere?

There is some issue with `variable_distances` when you are calculating `feature_dist` for cat columns, you are not appending the result anywhere? only continuous columns `feature_dist` is getting append in variable_distances?
Please check, the `variable_distances.append(feature_dist)` should be out of `if else` scope I guess