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

numpy.reciprocal — NumPy v1.11 Manual

Return the reciprocal of the argument, element-wise.

Calculates 1/x.

For integer arguments with absolute value larger than 1 the result is always zero because of the way Python handles integer division. For integer zero the result is an overflow.

>>> np.reciprocal(2.)
0.5
>>> np.reciprocal([1, 2., 3.33])
array([ 1.       ,  0.5      ,  0.3003003])

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