Nimfa: Nonnegative matrix factorization in Python

• UpdatedFeb 12, 2021
• Python

R package for integrating and analyzing multiple single-cell datasets

• UpdatedNov 3, 2025
• R

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

• UpdatedFeb 24, 2023
• MATLAB

A pytorch package for non-negative matrix factorization.

• UpdatedJul 25, 2024
• Python

Proximal optimization in pure python

• UpdatedJun 13, 2022
• Python

Randomized Dimension Reduction Library

• UpdatedApr 17, 2021
• Jupyter Notebook

Similarity Weighted Nonnegative Embedding (SWNE), a method for visualizing high dimensional datasets

• UpdatedAug 2, 2023
• R

X. Wang, Y. Zhong, L. Zhang, and Y. Xu, “Spatial Group Sparsity Regularized Nonnegative Matrix Factorization for Hyperspectral Unmixing,” IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 11, pp.6287-6304, 2017.

• UpdatedDec 11, 2018
• MATLAB

Solve many kinds of least-squares and matrix-recovery problems

• UpdatedOct 29, 2023
• Julia

Python Distributed Non Negative Matrix Factorization with custom clustering

• UpdatedAug 22, 2023
• Python

NMF/NTF with Pytorch

• UpdatedMar 24, 2019
• Python

Official code for BEAR. "Efficient neural network approximation of robust PCA for automated analysis of calcium imaging data", MICCAI 2021.

• UpdatedJun 16, 2022
• Jupyter Notebook

Self-supervised semi-supervised nonnegative matrix factorization for data clustering

• UpdatedJan 7, 2023
• Jupyter Notebook

A python program that applies a choice of nonnegative matrix factorization (NMF) algorithms to a dataset for clustering.

• UpdatedJun 10, 2019
• Python

A review of the most popular topic modeling techniques, featuring hands-on tutorials.

• UpdatedApr 29, 2025
• Jupyter Notebook

Face Recognition with SVM classifier using PCA, ICA, NMF, LDA reduced face vectors

• UpdatedNov 22, 2022
• Python

Convolutive Matrix Factorization in Julia

• UpdatedMar 7, 2021
• Jupyter Notebook

Clustering and resource allocation using Deterministic Annealing Approach and Orthogonal Non-negative Matrix Factorization O-(NMF)

• UpdatedApr 24, 2025
• Jupyter Notebook

Elastic Adversarial Deep Nonnegative Matrix Factorization for Matrix Completion

• UpdatedDec 3, 2022
• Python

A Natural Language Processing Project: Use NewsAPI to gather URL's of news articles, along with webscraping, gather news articles and generate a bias classifier to then run on news sources that are considered "centered" by AllSides Media to determine the validity of that classification.

• UpdatedJun 26, 2023
• Jupyter Notebook