GitHub - rougier/VSOM: Randomize Self Organizing map

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Name		Name	Last commit message	Last commit date
Latest commit History 34 Commits
MNIST		MNIST
article-overleaf		article-overleaf
article		article
attic		attic
.gitignore		.gitignore
LICENSE.txt		LICENSE.txt
README.txt		README.txt
dxdy-uniform-2d.py		dxdy-uniform-2d.py
eig-distributions-new.pdf		eig-distributions-new.pdf
eigenvalues-analysis.py		eigenvalues-analysis.py
experiment-1D-uniform.pdf		experiment-1D-uniform.pdf
experiment-1D-uniform.py		experiment-1D-uniform.py
experiment-2D-holes-activation-distortion.pdf		experiment-2D-holes-activation-distortion.pdf
experiment-2D-holes-analysis.pdf		experiment-2D-holes-analysis.pdf
experiment-2D-holes-analysis.py		experiment-2D-holes-analysis.py
experiment-2D-holes.pdf		experiment-2D-holes.pdf
experiment-2D-holes.py		experiment-2D-holes.py
experiment-2D-torus-analysis.pdf		experiment-2D-torus-analysis.pdf
experiment-2D-torus-analysis.py		experiment-2D-torus-analysis.py
experiment-2D-torus.pdf		experiment-2D-torus.pdf
experiment-2D-torus.py		experiment-2D-torus.py
experiment-2D-uniform-activation-distortion.pdf		experiment-2D-uniform-activation-distortion.pdf
experiment-2D-uniform.pdf		experiment-2D-uniform.pdf
experiment-2D-uniform.py		experiment-2D-uniform.py
experiment-3D-uniform-activation-distortion.pdf		experiment-3D-uniform-activation-distortion.pdf
experiment-3D-uniform-analysis.pdf		experiment-3D-uniform-analysis.pdf
experiment-3D-uniform-analysis.py		experiment-3D-uniform-analysis.py
experiment-3D-uniform-distortion-histogram.py		experiment-3D-uniform-distortion-histogram.py
experiment-3D-uniform.pdf		experiment-3D-uniform.pdf
experiment-3D-uniform.py		experiment-3D-uniform.py
experiment-Gaussians.pdf		experiment-Gaussians.pdf
experiment-Gaussians.py		experiment-Gaussians.py
experiment-MNIST-activation-distortion.pdf		experiment-MNIST-activation-distortion.pdf
experiment-MNIST-analysis.pdf		experiment-MNIST-analysis.pdf
experiment-MNIST-analysis.py		experiment-MNIST-analysis.py
experiment-MNIST.pdf		experiment-MNIST.pdf
experiment-MNIST.py		experiment-MNIST.py
experiment-reorganization.pdf		experiment-reorganization.pdf
experiment-reorganization.py		experiment-reorganization.py
figure-topology-influence.pdf		figure-topology-influence.pdf
figure-topology-influence.py		figure-topology-influence.py
measure-distortion-activation.py		measure-distortion-activation.py
measure-mnist-error.py		measure-mnist-error.py
mnist.py		mnist.py
mucha.png		mucha.png
persistence_diagram.py		persistence_diagram.py
plot.py		plot.py
plot_persistent_homology.py		plot_persistent_homology.py
som.py		som.py
spatial.py		spatial.py

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Code for the preprint "Randomized Self Organizing map" by Nicolas P. Rougier &
Georgios Is. Detorakis https://arxiv.org/abs/2011.09534.

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