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Calculate an array-average of multiple arrays in a dictionary

开发者 https://www.devze.com 2023-01-27 04:00 出处:网络
I have a dictionary of arrays. All arrays have exactly the same dimensions. I would like to get an array that represents the average of all the arrays in the dictionary. Is there an easy way to do thi

I have a dictionary of arrays. All arrays have exactly the same dimensions. I would like to get an array that represents the average of all the arrays in the dictionary. Is there an easy way to do this?


Let me give you a more explicit example of what I need. My dictionary is as follows:

mydictionary=[('file1', array([1,1,1,1])), ('file2', array([2,2,2,2])), ('file3', array([4,4,4,4]))]

I would like to get an average-array like the following:

averagearray=([3.5,3.5,3.5,3.5])

That's to say that the only average that I need to do is across the arrays of the dictionary, not within each array. Is there any built-in function that I can use or do I have to do the average by myself? If I have to get an array with the standard deviation, do I have to calculate that by hand too?开发者_运维百科


pseudo code:

    decimal avgArray;
    for i=0 to dictionary.length
    avgArray(i) = AVG(dictionary(i))
    end for

    decimal function AVG(array)
    decimal sum=0;
    for i =0 to array.length
    sum +=array(i)
    end for
    return sum/array.lenth
end function
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