# Linear Flows
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$f[h] = \beta+ \Omega h$
- the determinant of the jacobian is the determinant of $\Omega$
- One way to make a linear flow that is general, efficient to invert, and for which the Jacobian can be computed efficiently is to parameterize it directly in terms of the LU decomposition
- $\Omega= PL(U + D)$
- where P is a predetermined permutation matrix, L is a lower triangular matrix, U is an upper triangular matrix with zeros on the diagonal, and D is a diagonal matrix that supplies those missing diagonal elements