Computational Physics, Python, Linear Algebra, Svd, Code.
to constrain them to be non-negative. NMF is a factorization of a non-negative data set V: V = WH into non-negative matrices W, H. Often positive factors will be more easily interpretable. NMF is a non-exact factorization that factors into one skinny positive matrix and one short positive matrix.