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Search results for nonnegative matrix factorization

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16 search results found

Nimfa: Nonnegative matrix factorization in Python

R package for integrating and analyzing multiple single-cell datasets

Nmflibrary ⭐ 201

MATLAB library for non-negative matrix factorization (NMF): Version 2.1

Pytorch Nmf ⭐ 187

A pytorch package for non-negative matrix factorization.

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

Ristretto ⭐ 94

Randomized Dimension Reduction Library

Proximal optimization in pure python

Sgsnmf_tgrs ⭐ 27

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.

Totalleastsquares.jl ⭐ 27

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

Python Distributed Non Negative Matrix Factorization with custom clustering

Nonnegative Matrix Factorization ⭐ 10

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

Pytorchnmtf ⭐ 9

NMF/NTF with Pytorch

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

Mep Orthogonal Nmf ⭐ 6

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

Smooth Convex Kl Nmf ⭐ 5

Repository holding various implementation of specific NMF methods for speaker diarization

Convolutive Matrix Factorization in Julia

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