nonnegative-matrix-factorization
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Nimfa: Nonnegative matrix factorization in Python
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Feb 12, 2021 - Python
R package for integrating and analyzing multiple single-cell datasets
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Feb 4, 2026 - R
NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1
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Feb 24, 2023 - MATLAB
A pytorch package for non-negative matrix factorization.
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Jul 25, 2024 - Python
Randomized Dimension Reduction Library
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Apr 17, 2021 - Jupyter Notebook
Proximal optimization in pure python
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Jun 13, 2022 - Python
Similarity Weighted Nonnegative Embedding (SWNE), a method for visualizing high dimensional datasets
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Aug 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.
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Dec 11, 2018 - MATLAB
Solve many kinds of least-squares and matrix-recovery problems
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Oct 29, 2023 - Julia
Python Distributed Non Negative Matrix Factorization with custom clustering
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Aug 22, 2023 - Python
Self-supervised semi-supervised nonnegative matrix factorization for data clustering
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Jan 7, 2023 - Jupyter Notebook
Official code for BEAR. "Efficient neural network approximation of robust PCA for automated analysis of calcium imaging data", MICCAI 2021.
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Jun 16, 2022 - Jupyter Notebook
NMF/NTF with Pytorch
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Mar 24, 2019 - Python
A python program that applies a choice of nonnegative matrix factorization (NMF) algorithms to a dataset for clustering.
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Jun 10, 2019 - Python
Face Recognition with SVM classifier using PCA, ICA, NMF, LDA reduced face vectors
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Nov 22, 2022 - Python
A review of the most popular topic modeling techniques, featuring hands-on tutorials.
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Apr 29, 2025 - Jupyter Notebook
Convolutive Matrix Factorization in Julia
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Mar 7, 2021 - Jupyter Notebook
Clustering and resource allocation using Deterministic Annealing Approach and Orthogonal Non-negative Matrix Factorization O-(NMF)
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Apr 24, 2025 - Jupyter Notebook
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.
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Jun 26, 2023 - Jupyter Notebook
Elastic Adversarial Deep Nonnegative Matrix Factorization for Matrix Completion
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Dec 3, 2022 - Python
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