[Python] In numpy find a percentile in 2d with some condition

Discussão em 'Python' iniciado por Stack, Março 3, 2025.

  1. Stack

    Stack Membro Participativo

    I have this kind of array

    a = np.array([[-999, 9, 7, 3],
    [2, 1, -999, 1],
    [1, 5, 4, 6],
    [0, 6, -999, 9],
    [1, -999, -999, 6],
    [8, 4, 4, 8]])


    I want to get 40% percentile of each row in that array where it is not equal -999

    If I use np.percentile(a, 40, axis=1) I will get array([ 3.8, 1. , 4.2, 1.2, -799. , 4.8]) which is still include -999

    the output I want will be like this

    [
    6.2, # 3 or 7 also ok
    1,
    4.2, # 4 or 5 also ok
    4.8, # 0 or 6 also ok
    1,
    4
    ]


    Thank you

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