Singular Value Decomposition in SciPy
SciPy contains two methods to compute the singular value decomposition (SVD) of a matrix:
scipy.sparse.linalg.svds. In this post I'll compare both methods for the task of computing the full SVD of a large dense matrix.
The first method,
scipy.linalg.svd, is perhaps …