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kenuxi / EVA

IoSL SS 2020
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More Algorithms #4

Closed alrod97 closed 4 years ago

alrod97 commented 4 years ago

Right now we've already implemented PCA, TSNE, KernelPCA(currently doing this), and LLE.

There are other algorithms that seem to be interesting as autoencoders. An overview is given in

http://research.iac.es/winterschool/2018/media/slides/baron_dimensionality_reduction.pdf

Maybe we can implement some of them and see if they do better then the current ones.

kenuxi commented 4 years ago

" projection to 2d coordinate subspaces, PCA, t-SNE, UMAP, Isomap, LLE, NCA, kepler mapper, AEs,"

kenuxi commented 4 years ago

ISOMAP and UMAP added

kenuxi commented 4 years ago

Final Scope: PCA, LLE, TSNE, UMAP, ISOMAP, Keppler Mapper, MDA