Recently I ran into problems of incompatibilities in dependencies, especially when running Python-based scripts (numpy & pandas, essentially the scipy suite).
The easiest way to avoid these troubles (I hope it works for you too!) is to install them using pip rather than your Linux distributions repository (eg. through Ubuntu's apt-get install).
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