Package: prepkit 0.1.1

Rui Gong

prepkit: Data Normalization and Transformation

Provides functions for data normalization and transformation in preprocessing stages. Implements scaling methods (min-max, Z-score, L2 normalization) and power transformations (Box-Cox, Yeo-Johnson). Box-Cox transformation is described in Box and Cox (1964) <doi:10.1111/j.2517-6161.1964.tb00553.x>, Yeo-Johnson transformation in Yeo and Johnson (2000) <doi:10.1093/biomet/87.4.954>.

Authors:Rui Gong [aut, cre]

prepkit_0.1.1.tar.gz
prepkit_0.1.1.zip(r-4.7)prepkit_0.1.1.zip(r-4.6)prepkit_0.1.1.zip(r-4.5)
prepkit_0.1.1.tgz(r-4.6-any)prepkit_0.1.1.tgz(r-4.5-any)
prepkit_0.1.1.tar.gz(r-4.7-any)prepkit_0.1.1.tar.gz(r-4.6-any)
prepkit_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
prepkit/json (API)

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

Bug tracker:https://github.com/gonrui/prepkit/issues

Pkgdown/docs site:https://gonrui.github.io

Datasets:

On CRAN:

Conda:

3.41 score 1 stars 13 scripts 172 downloads 11 exports 17 dependencies

Last updated from:90c926a857. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK111
source / vignettesOK172
linux-release-x86_64OK115
macos-release-arm64OK185
macos-oldrel-arm64OK181
windows-develOK94
windows-releaseOK87
windows-oldrelOK68
wasm-releaseOK96

Exports:norm_decimalnorm_l2norm_meannorm_minmaxnorm_mode_rangenorm_robustnorm_zscorepp_plottrans_boxcoxtrans_logtrans_yeojohnson

Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglifecycleR6RColorBrewerrlangS7scalesvctrsviridisLitewithr