Package: CrossDomainAdjust 0.1.1

Weikaixin Kong

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.

Authors:Weikaixin Kong [aut, cre]

CrossDomainAdjust_0.1.1.tar.gz
CrossDomainAdjust_0.1.1.zip(r-4.7-any)CrossDomainAdjust_0.1.1.zip(r-4.6-any)
CrossDomainAdjust_0.1.1.tar.gz(r-4.7-any)CrossDomainAdjust_0.1.1.tar.gz(r-4.6-any)
CrossDomainAdjust_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
CrossDomainAdjust/json (API)

# Install 'CrossDomainAdjust' in R:
install.packages('CrossDomainAdjust', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.70 score 3 exports 0 dependencies

Last updated from:f5669fe7fc. Checks:6 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK113
source / vignettesOK170
linux-releaseOK105
windows-develOK53
windows-releaseOK68
wasm-releaseOK83

Exports:fit_domain_projectorproject_featuresproject_new_sample

Dependencies: