A couple of years ago I've submitted a project on github. It's called Camex (Computational Applied Mathematics EXamples) and is developed with Python/PyQt/PyQtWebKit/Python Console and intended to be a collection of applied math or algorithm processing examples with GUI for user input, web browser to show documentation to explain the essence of given example and python console to show algorithm output.
The code isn't great but it works; also the code is easy to understand. If somebody is interested to add some plugins/examples to it, you're welcome!
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