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Showing content from http://docs.scipy.org/doc/numpy-1.11.0/reference/generated/numpy.subtract.html below:

numpy.subtract — NumPy v1.11 Manual

Subtract arguments, element-wise.

Equivalent to x1 - x2 in terms of array broadcasting.

>>> x1 = np.arange(9.0).reshape((3, 3))
>>> x2 = np.arange(3.0)
>>> np.subtract(x1, x2)
array([[ 0.,  0.,  0.],
       [ 3.,  3.,  3.],
       [ 6.,  6.,  6.]])

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