Nonnegative Matrix Factorization Python Packages

nimfa

Nimfa: Nonnegative matrix factorization in Python

11K 560 139

manta-topic-modelling

Comprehensive topic modeling system using Non-negative Matrix Factorization (NMF)

2K 3 1

torchnmf

A pytorch package for non-negative matrix factorization.

1K 250 23

proxmin

Proximal optimization in pure python

743 119 25

nmf-standalone

Comprehensive topic modeling system using Non-negative Matrix Factorization (NMF)

716 3 1

tinytopics

Topic modeling via sum-to-one constrained neural Poisson non-negative matrix factorization

529 6 0

ristretto

ristretto: Randomized Dimension Reduction Library

276 118 26