I am using MATLAB. I have a 8x1000
matrix, and I want a program that will give me a 8x1
matrix, where each entry counts the number of non-zero entries in the corresponding row of the 8x1000
matrix.
You can sum
up the non-zero elements in every row, by simply converting the data to logicals before.
%// example data
A = randi(10,8,1000)-1;
%// count sum up non-zeros in every row
result = sum(logical(A),2)
result =
904
897
909
895
885
901
903
873
你可以使用matrix-multiplication
-
out = (A~=0)*ones(size(A,2),1) %// A is the input matrix
A more esoteric version could use accumarray
and bsxfun
with nnz
as the function to apply the values to for each column / group of the input matrix A
. Not as efficient as using sum
and matrix multiplication, but still a method to think about :):
B = bsxfun(@times, 1:size(A,1), ones(size(A,2),1)).';
out = accumarray(B(:), A(:), [], @nnz);
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