Showing posts with label Singular Value Decomposition. Show all posts
Showing posts with label Singular Value Decomposition. Show all posts

Sunday, July 17, 2011

Singular Value Decomposition

What is Singular Value Decomposition?
Singular value decomposition (SVD) is a means of decomposing a a matrix into a product of three simpler matrices. In this way it is related to other matrix decompositions such as eigen decomposition, principal components analysis (PCA), and non-negative matrix factorization (NNMF).