[Numpy-discussion] Setting small numbers to zero.
Alan McIntyre
alan.mcintyre at gmail.com
Wed Mar 17 11:55:34 EDT 2010
On Wed, Mar 17, 2010 at 8:51 AM, gerardob <gberbeglia at gmail.com> wrote:
> How can i modified all the values of a numpy array whose value is smaller
> than a given epsilon to zero?
>
> Example
> epsilon=0.01
> a = [[0.003,2][23,0.0001]]
>
> output:
> [[0,2][23,0]]
Give this a try:
>>> import numpy as np
>>> epsilon=0.01
>>> a=np.array([[0.003,2],[23,0.0001]])
>>> a
array([[ 3.00000000e-03, 2.00000000e+00],
[ 2.30000000e+01, 1.00000000e-04]])
>>> a[np.abs(a) < epsilon] = 0
>>> a
array([[ 0., 2.],
[ 23., 0.]])
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