How do I get Pylint to recognize NumPy members?

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I am running Pylint on a Python project. Pylint makes many complaints about being unable to find NumPy members. How can I avoid this while avoiding skipping membership checks?

From the code:

import numpy as np

print np.zeros([1, 4])

Which, when ran, I get the expected:

[[ 0. 0. 0. 0.]]

However, Pylint gives me this error:

E: 3, 6: Module ‘numpy’ has no ‘zeros’ member (no-member)

For versions, I am using Pylint 1.0.0 (astroid 1.0.1, common 0.60.0) and trying to work with NumPy 1.8.0.

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