GitHub - zyinghua/nmf-robustness-analysis: Implementation of the NMF algorithms analyzed in the paper:

Corresponding paper can be found here.

Implementation of:

Standard L2 Norm based NMF

L1 regularized NMF

L21 Norm based NMF

Name		Name	Last commit message	Last commit date
Latest commit History 61 Commits
.gitignore		.gitignore
Analysis of the robustness of NMF algorithms.pdf		Analysis of the robustness of NMF algorithms.pdf
L1NormRobustNMF.py		L1NormRobustNMF.py
L21NormRobustNMF.py		L21NormRobustNMF.py
L2NormMURNMF.py		L2NormMURNMF.py
README.md		README.md
code.ipynb		code.ipynb
loadData.py		loadData.py
metrics.py		metrics.py
noises.py		noises.py

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