NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1

Deep Autoencoder-like NMF

Joint Dictionary Learning-based Non-Negative Matrix Factorization for Voice Conversion (TBME 2016)

SoptSC for single cell data analysis: unsupervised inference of clustering, cell lineage, pseudotime and cell-cell communication network from scRNA-seq data.

MLNMF: Multilayer Nonnegative Matrix Factorization

This is the accompanying repository for the article Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization authored by Ondřej Mokrý, Paul Magron, Thomas Oberlin and Cédric Févotte, published in Elsevier Signal Processing.

Discrete Overlapping Community Detection with Pseudo Supervision

Adaptive Affinity Learning for Accurate Community Detection

Texture synthesis based on sparse representation.

Source code for the paper titled "Towards Weak Signal Analysis in Hyperspectral Data: A Semi-supervised Unmixing Perspective"

Group sparse NMF, variational Bayesian learning.

Nonnegative matrix factorization with DAG constraints. A probabilistic formulation, variational learning.

Nonnegative matrix factorization using a fuzzy entropy similarity measure.

Synthetic Data Generation by Non-negative Matrix Factorization (NMF)

Hybrid NMF to integrate genomic data and phenotype data for better patient subtyping. Paper in Bioinformatics.

NMF & FastICA