Description
Currently, in jupyter notebooks, the final stop_and_persist output is not persisted. I've opened an issue in ipywidget for understanding the issue a little better (jupyter-widgets/ipywidgets#2072).
System settings
- Operating System: Mac OS 10.13.1
- Terminal in use: NA
- Jupyter version: 4.4.0
- Python version: 2.7.14
- Halo version: 9f9ea37
pip freeze output: NA
Error
The output display is not persited on stop_and_persist call.
Expected behaviour
The output should be persited on stop_and_persist call.
Steps to recreate

People to notify
@jungwinter @manrajgrover