It depends. For high-speed logic or RF circuits, a ground plane is necessary. For others, ground or power plane is not required.
You should, however,
- Make sure that the traces are as wide as possible, particularly for the power, ground or other high-current connections.
- Ensure fatter traces are more reliable.