PyParSVD: A streaming, distributed and randomized singular-value-decomposition library.

Romit Maulik Gianmarco Mengaldo

Published in: CoRR (2021)

Keyphrases

singular value decomposition
singular values
least squares
dimension reduction
latent semantic indexing
low rank
reconstruction error
principal component analysis
dimensionality reduction
latent semantic analysis
low rank approximation
singular vectors
machine learning
correlation matrix
measurement matrix