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Browsing the package contents, I'm suprised to find the /usr/share/doc/numpy/docs-f2py directory to be included in the base "numpy" package instead of the "numpy-f2py" subpackage. Same for the Python 3 based packages.
numpy-1.8.0-2.fc20 has been submitted as an update for Fedora 20. https://admin.fedoraproject.org/updates/numpy-1.8.0-2.fc20
Package numpy-1.8.0-2.fc20: * should fix your issue, * was pushed to the Fedora 20 testing repository, * should be available at your local mirror within two days. Update it with: # su -c 'yum update --enablerepo=updates-testing numpy-1.8.0-2.fc20' as soon as you are able to. Please go to the following url: https://admin.fedoraproject.org/updates/FEDORA-2013-20867/numpy-1.8.0-2.fc20 then log in and leave karma (feedback).
numpy-1.8.0-2.fc20 has been pushed to the Fedora 20 stable repository. If problems still persist, please make note of it in this bug report.