[Numpy-discussion] finding nonzero elements in list
Gökhan Sever
gokhansever@gmail....
Mon Oct 12 09:44:04 CDT 2009
On Mon, Oct 12, 2009 at 9:39 AM, Gökhan Sever <gokhansever@gmail.com> wrote:
>
>
> On Mon, Oct 12, 2009 at 9:18 AM, per freem <perfreem@gmail.com> wrote:
>
>> hi all,
>>
>> i'm trying to find nonzero elements in an array, as follows:
>>
>> a = array([[1, 0],
>> [1, 1],
>> [1, 1],
>> [0, 1]])
>>
>> i want to find all elements that are [1,1]. i tried: nonzero(a ==
>> [1,0]) but i cannot interpret the output. the output i get is:
>> (array([0, 0, 1, 2]), array([0, 1, 0, 0]))
>>
>> i simply want to find the indices of the elements that equal [1,0].
>> how can i do this? thanks.
>>
>
>
> You might simply apply a mask to your array satisfying the condition:
>
> I[1]: a = array([[1, 0],
> ...: [1, 1],
> ...: [1, 1],
> ...: [0, 1]])
>
> I[2]: a == [1,0]
> O[2]:
> array([[ True, True],
> [ True, False],
> [ True, False],
> [False, False]], dtype=bool)
>
> I[3]: a[a==[1,0]]
> O[3]: array([1, 0, 1, 1])
>
Addendum;
This might work better since you are looking non-zero elements
I[19]: a[a==[1,0]] & a[a==[0,1]]
O[19]: array([1, 0, 0, 1])
>
>
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>
>
>
> --
> Gökhan
>
--
Gökhan
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