fflas-ffpack
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Checking full-rank with early abort for non-square matrices
FFPACK::IsSingular
returns true
for non-square matrices, whatever happens.
But if you want to check is a non-square matrix is full-rank, there is currently no early abort functions, you have to compute the rank.
There might be a way to make some useful function here.