I am part of a team trying to create interactive GUI scientific
visualisations and would like some advice regarding the best way to proceed. 

We are trying to output mathematical functions (Fourier transforms, ray
tracing etc.) in graphical form and have been very impressed with the ease
Matplotlib can do this. However, all attempts to control or modify input to
Matplotlib from a GUI (Tkinter, Wx, Jython, PyGTK etc.) have proved
fruitless due to seeming incompatibility between these modules, particularly
when one distributes any finished product to another platform.

I am an experienced Java programmer who needs the portability and free
technologies provided by Java (or Python) to distribute our applications and
would like to know of the best way to mesh Matplotlib to a GUI creating
system. We have experimented with the GUI creation possibilities of
Matplotlib itself but these are inadequate for our needs.

Does anyone know of (or has examples of) Matplotlib applications controlled
by a GUI or must I return to my Java roots where I can easily solve all GUI
problems but do not have access to a powerful maths library such as
Matplotlib.

Thanks
adam 
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