Low-Rank Toolbox Documentation
low_rank_toolbox is a Python library for efficient numerical linear algebra with low-rank matrices.
Features
Memory-efficient storage for low-rank matrices
SVD, QR, and QuasiSVD representations
Column Subset Selection algorithms (CSSP)
Krylov subspace methods
Randomized low-rank approximations