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I've finally been able to come up with a configuration for Travis that works.
I've created a preliminary setup.py, which is used by Travis to run tests via the "setup.py test" command.
To ensure that imports in test modules work in any case (i.e. Travis and manual execution in eclipse) I had to change the way imports had been: Every test module now adds the src-folder to sys.path (instead of the concrete subfolder, e.g., src/pulses). Accordingly, imports in test modules must be made relative to that, e.g. import pulses.Parameter. This is the only solution I could come up with such that tests run in all required cases.
I also had to (temporarily) add the typing module from my Python 3.5.0b2 directory since Travis currently only features Python 3.5.0a2 which seems to no include it.
Any remarks or proposals for changes? @ekammerloher @j340m3