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It's broken on all versions of Python (I've tried 2.7, 3.4, 3.5, 3.6) I think the root cause is that PyBrain is not working with numpy >= 1.12.0 as I reported here: pybrain/pybrain#217 (The relevant release notes may be found here): https://docs.scipy.org/doc/numpy-1.12.0/release.html#compatibility-notes The PyBrain github repo does not seem very active (last commit 18 months ago, last release 3 years), so I have some doubts as to whether this will be fixed any time soon. I suppose an alternative solution could be to reintroduce the explicit dependency to numpy 1.11. But, this is not entirely trivial: in c9b4a2f, the versions 1.10, 1.11, 1.12 were folded into a single version. Also, the numpy dependency is not a direct one, but is implied via scipy
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