Replace -inf with zero value

from numpy import infx[x == -inf] = 0

x[numpy.isneginf(x)] = 0

Perhaps even easier and more flexible to use numpy.nan_to_num:

numpy.nan_to_num(x, neginf=0) Out[1]: array([ 0.        ,  0.        , 37.49668579])

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