The function decomposes matrix A into LU with L lower matrix and U as upper matrix
LU.decompose(A, tol = 1e-07)
: Input Matrix
A : Transformed matrix with Upper part of the triangele is (U) and Lower part of the triangular is L (Diagnoal for the L matrix is 1)
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