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The Top 23 Matlab Matrix Factorization Open Source Projects

Open source projects categorized as Matlab Matrix Factorization
Categories > Machine Learning > Matrix Factorization
Lrslibrary ⭐ 741
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
most recent commit a year ago
Armadillo Code ⭐ 439
Armadillo: fast C++ library for linear algebra & scientific computing - https://arma.sourceforge.net
most recent commit 8 months ago
Nmflibrary ⭐ 201
MATLAB library for non-negative matrix factorization (NMF): Version 2.1
most recent commit 2 years ago
Robustpca ⭐ 109
Robust PCA implementation and examples (Matlab)
most recent commit 6 years ago
Cnmf_e ⭐ 87
Constrained Nonnegative Matrix Factorization for microEndoscopic data
most recent commit 4 years ago
Galileo ⭐ 59
Scala Math - Numerical (Matlab-like) and Symbolic (Mathematica-like) tool
total releases 2most recent commit 4 years ago
Hybridprecodingopt ⭐ 56
Optimization algorithms for hybrid precoding in mmWave MIMO systems: Version 1.1.0
most recent commit a year ago
Recsys ⭐ 36
recommendation system written by matlab codes
most recent commit 5 years ago
Emf ⭐ 33
Word Embedding Revisted: Explicit Matrix Factorization
most recent commit 7 years ago
Matrix Sqrt ⭐ 31
matrix square root and its gradient
most recent commit 6 years ago
Olstec ⭐ 30
OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1
most recent commit a year ago
Taste ⭐ 30
jmcohen.github.io
most recent commit 9 years ago
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
Collab ⭐ 23
Collaborative filtering with the GP-LVM
most recent commit 9 years ago
Jd Nmf ⭐ 17
Joint Dictionary Learning-based Non-Negative Matrix Factorization for Voice Conversion (TBME 2016)
most recent commit 7 years ago
Robust Nmf ⭐ 17
Python PyTorch (GPU) and NumPy (CPU)-based port of Févotte and Dobigeon's robust-NMF algorithm appearing in "Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization."
most recent commit 5 years ago
Mrsr ⭐ 13
MRSR - Matlab Recommender Systems Research is a software framework for evaluating collaborative filtering recommender systems in Matlab.
most recent commit 5 years ago
Kbmf ⭐ 13
Kernelized Bayesian Matrix Factorization
most recent commit 6 years ago
Nmf ⭐ 12
Primal-dual Algorithms for Non-negative Matrix Factorization with the Kullback-Leibler Divergence
most recent commit 5 years ago
Graph Multi Nmf Feature Clustering ⭐ 10
Feature Extraction via Multi-view Non-negative Matrix Factorization with Local Graph Regularization.
most recent commit 9 years ago
Dmf_mvc ⭐ 10
AAAI 17 work
most recent commit 7 years ago
Lens_nmf Matlab ⭐ 10
most recent commit 5 years ago
Multichannelnmf ⭐ 9
MATLAB script of Multichannel Nonnegative Matrix Factorization
most recent commit 3 years ago
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