maniTools: Manifold learning in R
In kcf-jackson/maniTools: Manifold learning in R
Description
Author(s)
References
Description
This package is about porting Todd Wittman's Matlab codes, "MANI: Manifold Learning Toolkit", to R. In particular, three algorithms are ported: Laplacian Eigenmaps, Hessian LLE (HLLE) and Local Tangent Space Alignment (LTSA). Others are collected from existing R packages, including Isomap and LLE in "RDRToolbox", diffusionMap in "diffusionMap", t-SNE in "tsne", KPCA in "kernlab" and SPE in "spe".
Author(s)
Jackson Kwok
References
http://macs.citadel.edu/wittman/research.html
kcf-jackson/maniTools documentation built on April 20, 2020, 8:29 a.m.
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Description Author(s) References
Description
This package is about porting Todd Wittman's Matlab codes, "MANI: Manifold Learning Toolkit", to R. In particular, three algorithms are ported: Laplacian Eigenmaps, Hessian LLE (HLLE) and Local Tangent Space Alignment (LTSA). Others are collected from existing R packages, including Isomap and LLE in "RDRToolbox", diffusionMap in "diffusionMap", t-SNE in "tsne", KPCA in "kernlab" and SPE in "spe".
Author(s)
Jackson Kwok
References
http://macs.citadel.edu/wittman/research.html
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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