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CrossDomainAdjust: Lambda-Controlled Cross-Domain Feature Adjustment

Provides cross-domain feature adjustment methods for biological and other tabular data. Domain labels define group centroids, and singular value decomposition of their offsets from a common anchor estimates a domain-shift subspace. An orthogonal projection removes a user-controlled fraction of each sample's component in that subspace. A correction strength of zero preserves the input; a strength of one removes the entire learned subspace component. Intermediate values provide partial correction. The fitted transformation can be applied to new samples without refitting.

Version: 0.1.1
Depends: R (≥ 4.1.0)
Published: 2026-09-29
DOI: 10.32614/CRAN.package.CrossDomainAdjust
Author: Weikaixin Kong [aut, cre]
Maintainer: Weikaixin Kong <weikaixin.kong at aalto.fi>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README, NEWS
CRAN checks: CrossDomainAdjust results

Documentation:

Reference manual: CrossDomainAdjust.html , CrossDomainAdjust.pdf

Downloads:

Package source: CrossDomainAdjust_0.1.1.tar.gz
Windows binaries: r-devel: CrossDomainAdjust_0.1.1.zip, r-release: not available, r-oldrel: CrossDomainAdjust_0.1.1.zip
macOS binaries: r-release (arm64): CrossDomainAdjust_0.1.1.tgz, r-oldrel (arm64): CrossDomainAdjust_0.1.1.tgz, r-release (x86_64): CrossDomainAdjust_0.1.1.tgz, r-oldrel (x86_64): CrossDomainAdjust_0.1.1.tgz

Linking:

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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.