nonnegative-matrix-factorization 开源项目推荐（63 个）

mims-harvard /nimfa

Nimfa: Nonnegative matrix factorization in Python

welch-lab /liger

R package for integrating and analyzing multiple single-cell datasets

hiroyuki-kasai /NMFLibrary

NMFLibrary：非负矩阵分解（NMF）库：版本2.1

yoyolicoris /pytorch-NMF

A pytorch package for non-negative matrix factorization.

pmelchior /proxmin

Proximal optimization in pure python

erichson /ristretto

Randomized Dimension Reduction Library

yanwu2014 /swne

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

Xinyu-Wang /SGSNMF_TGRS

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.

baggepinnen /TotalLeastSquares.jl

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

lanl /pyDNMFk

Python Distributed Non Negative Matrix Factorization with custom clustering

ChavoshiNejad /S4NMF

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

NICALab /BEAR

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

gogolgrind /PyTorchNMTF

NMF/NTF with Pytorch

huspark /nonnegative-matrix-factorization

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

istat-methodology /TopicModelingLab

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

fausa /Bias_Detection_in_Journalism

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.

tulsyanp /tcd-ai-group-project

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

salar96 /MEP-Orthogonal-NMF

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

amjadseyedi /EADNMF

Elastic Adversarial Deep Nonnegative Matrix Factorization for Matrix Completion

degleris1 /CMF.jl

Convolutive Matrix Factorization in Julia