U# _SVDBase.USource# Left singular vectors \(\mathbf{U}\). Left singular vactors form a matrix containing column vectors like \(\mathbf{U}=\begin{bmatrix}\mathbf{u}_1 & \cdots &\mathbf{u}_r\end{bmatrix}\in\mathbb{R}^{M\times r}\).