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cml: Conditional Manifold Learning

Finds a low-dimensional embedding of high-dimensional data, conditioning on available manifold information. The current version supports conditional MDS (based on either conditional SMACOF in Bui (2021) <doi:10.48550/arXiv.2111.13646> or closed-form solution in Bui (2022) <doi:10.1016/j.patrec.2022.11.007>) and conditional ISOMAP in Bui (2021) <doi:10.48550/arXiv.2111.13646>.

Version: 0.2.2
Imports: vegan
Published: 2023-04-24
DOI: 10.32614/CRAN.package.cml
Author: Anh Tuan Bui [aut, cre]
Maintainer: Anh Tuan Bui <atbui at u.northwestern.edu>
License: GPL-2
NeedsCompilation: no
Citation: cml citation info
CRAN checks: cml results

Documentation:

Reference manual: cml.pdf

Downloads:

Package source: cml_0.2.2.tar.gz
Windows binaries: r-devel: cml_0.2.2.zip, r-release: cml_0.2.2.zip, r-oldrel: cml_0.2.2.zip
macOS binaries: r-release (arm64): cml_0.2.2.tgz, r-oldrel (arm64): cml_0.2.2.tgz, r-release (x86_64): cml_0.2.2.tgz, r-oldrel (x86_64): cml_0.2.2.tgz
Old sources: cml archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=cml to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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