(math:cholesky)=
# Cholesky decomposition

For a semi-positive definite matrix $\mathbf{M}$

$$\mathbf{M} = \mathbf{L} \mathbf{L}^* = \mathbf{U}^* \mathbf{U}$$

with $\mathbf{L}$ lower triangular matrix.