Replace loop to create a matrix
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Hello,
I want to create a matrix using the following code:
groupid = [1; 1; 1; 2; 2; 3; 3;];
data.id = groupid;
denominador(data)
function f = denominador(X)
[GC, GR] = groupcounts(X.id);
args = cell(size(GR, 1));
for i = 1:size(GR, 1)
args{i} = sparse(tril(ones(GC(i))));
end
f = blkdiag(args{:});
end
The matrix created is C:
As you can see above, I am creating a sparse matrix where the diag is composed of lower triangular arrays of ones with dimensions equal to the number of times each "id" appears, and the elements outside the diag are zero.
Is there any function that can replicate in a more efficient way (without a loop) the function "denominador"? Is there any function similar to "sparse" than can be used to create matrix C?
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Accepted Answer
Matt J
on 19 Nov 2021
Edited: Matt J
on 19 Nov 2021
This might be a more efficient way to build arg, but I suspect that your bottleneck will be in blkdiag().
function f = denominador(X)
GC = groupcounts(X.id);
args=arrayfun(@(i) sparse(tril(ones(i))) ,1:max(GC),'uni',0 );
args=args(GC);
f = blkdiag(args{:});
end
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