How can I build a GUI to use inside a jupyter notebook?

I have looked all over internet. So far nothing. There's a message board in PyData where some developer states that jupyter doesn't support GUI.

Aside from that, I was thinking perhaps working with Bokeh might work.

Another option perhaps to explore is using these widgets.