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The Top 16 Nonnegative Matrix Factorization Open Source Projects

Open source projects categorized as Nonnegative Matrix Factorization
Categories > Nonnegative Matrix Factorization
Nimfa ⭐ 498
Nimfa: Nonnegative matrix factorization in Python
total releases 1most recent commit 3 years ago
Liger ⭐ 360
R package for integrating and analyzing multiple single-cell datasets
total releases 1most recent commit 20 days ago
Nmflibrary ⭐ 201
MATLAB library for non-negative matrix factorization (NMF): Version 2.1
most recent commit 2 years ago
Pytorch Nmf ⭐ 187
A pytorch package for non-negative matrix factorization.
total releases 5most recent commit 10 months ago
Swne ⭐ 100
Similarity Weighted Nonnegative Embedding (SWNE), a method for visualizing high dimensional datasets
most recent commit 9 months ago
Ristretto ⭐ 94
Randomized Dimension Reduction Library
total releases 4most recent commit 3 years ago
Proxmin ⭐ 72
Proximal optimization in pure python
dependent packages 2total releases 19most recent commit 2 years agopypi proxmin} Downloads
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.
most recent commit 5 years ago
Totalleastsquares.jl ⭐ 27
Solve many kinds of least-squares and matrix-recovery problems
most recent commit 6 months ago
Pydnmfk ⭐ 10
Python Distributed Non Negative Matrix Factorization with custom clustering
most recent commit 8 months ago
Nonnegative Matrix Factorization ⭐ 10
A python program that applies a choice of nonnegative matrix factorization (NMF) algorithms to a dataset for clustering.
most recent commit 5 years ago
Pytorchnmtf ⭐ 9
NMF/NTF with Pytorch
most recent commit 5 years ago
Bear ⭐ 8
Official code for BEAR. "Efficient neural network approximation of robust PCA for automated analysis of calcium imaging data", MICCAI 2021.
most recent commit 2 years ago
Mep Orthogonal Nmf ⭐ 6
Clustering and resource allocation using Deterministic Annealing Approach and Orthogonal Non-negative Matrix Factorization O-(NMF)
most recent commit 3 months ago
Smooth Convex Kl Nmf ⭐ 5
Repository holding various implementation of specific NMF methods for speaker diarization
most recent commit 6 years ago
Cmf.jl ⭐ 5
Convolutive Matrix Factorization in Julia
most recent commit 4 years ago
The 5 Latest Releases In Nonnegative Matrix Factorization Open Source Projects
Proxmin ⭐ 72
Proximal optimization in pure python
dependent packages 2total releases 19latest release December 07, 2021most recent commit 2 years agopypi proxmin} Downloads
Pytorch Nmf ⭐ 187
A pytorch package for non-negative matrix factorization.
total releases 5latest release March 28, 2021most recent commit 10 months ago
Nimfa ⭐ 498
Nimfa: Nonnegative matrix factorization in Python
total releases 1latest release January 30, 2021most recent commit 3 years ago
Liger ⭐ 360
R package for integrating and analyzing multiple single-cell datasets
total releases 1latest release January 25, 2021most recent commit 20 days ago
Ristretto ⭐ 94
Randomized Dimension Reduction Library
total releases 4latest release August 17, 2017most recent commit 3 years ago
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