GUI Applications In Python For Fast Update Of On-screen Images

I apologize in advance for my noob-ness; I'm just getting into programming. Can you set me down the right path for a GUI framework? Looking at this list of GUI frameworks is pretty

Solution 1:

Tkinter GUI for python

To have a fast idea, how matplotlib may get directly into a Tkinter based GUI, included a fully operational Model-Visual-Controller tripod co-integrated with Tkinter real-time control-loop, kindly go through this recipe: https://stackoverflow.com/a/25769600/3666197 Both <<Important>> & <<Secondary>> parameters met.

Fast updates

Numpy is a lingua franca, so telling that it is a must is worthless.

Good Real-Time UI / Event-handling design is cardinal. Poor MVC/control-loop may kill otherwise smart system ( as seen from recent updates of some professionally distributed trading system, where UI-responsiveness fell by far under an acceptable UI-interaction latency and sometimes even freezes UI-interactions for several tens of seconds

There are techniques to construct matplotlib objects ( having pre-baked data-structures ), that accelerate any real-time updates to get propagated faster onto GUI-Visual-layer