Package: NCutYX 0.1.1

NCutYX: Clustering of Omics Data of Multiple Types with a Multilayer Network Representation

Omics data come in different forms: gene expression, methylation, copy number, protein measurements and more. 'NCutYX' allows clustering of variables, of samples, and both variables and samples (biclustering), while incorporating the dependencies across multiple types of Omics data. (SJ Teran Hidalgo et al (2017), <doi:10.1186/s12864-017-3990-1>).

Authors:Sebastian J. Teran Hidalgo, Shuangge Ma, Ruofan Bie

NCutYX_0.1.1.tar.gz
NCutYX_0.1.1.zip(r-4.5)NCutYX_0.1.1.zip(r-4.4)NCutYX_0.1.1.zip(r-4.3)
NCutYX_0.1.1.tgz(r-4.4-x86_64)NCutYX_0.1.1.tgz(r-4.4-arm64)NCutYX_0.1.1.tgz(r-4.3-x86_64)NCutYX_0.1.1.tgz(r-4.3-arm64)
NCutYX_0.1.1.tar.gz(r-4.5-noble)NCutYX_0.1.1.tar.gz(r-4.4-noble)
NCutYX_0.1.1.tgz(r-4.4-emscripten)NCutYX_0.1.1.tgz(r-4.3-emscripten)
NCutYX.pdf |NCutYX.html
NCutYX/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/seborinos/ncutyx/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • brca.data.cna - Data on copy number aberrations from breast cancer patients.
  • brca.data.ge - Data on gene expression from breast cancer patients.
  • brca.data.rppa - Data on protein measurements from breast cancer patients.
  • cesc.data.cna - Data on copy number aberrations from cervical cancer patients.
  • cesc.data.ge - Data on gene expression from breast cancer patients.
  • cesc.data.rppa - Data on protein measurements from cervical cancer patients.

On CRAN:

c-plus-pluscancer-genomicsclusteringcopy-number-variationdevtoolsgene-expressiongraph-algorithmsgraph-cutgraphsproteinsrcpp

4.41 score 4 stars 13 scripts 113 downloads 8 exports 17 dependencies

Last updated 7 years agofrom:f245c58a2e. Checks:OK: 1 WARNING: 8. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 06 2024
R-4.5-win-x86_64WARNINGNov 06 2024
R-4.5-linux-x86_64WARNINGNov 06 2024
R-4.4-win-x86_64WARNINGNov 06 2024
R-4.4-mac-x86_64WARNINGNov 06 2024
R-4.4-mac-aarch64WARNINGNov 06 2024
R-4.3-win-x86_64WARNINGNov 06 2024
R-4.3-mac-x86_64WARNINGNov 06 2024
R-4.3-mac-aarch64WARNINGNov 06 2024

Exports:ancutawncutawncut.selectionErrorRatemlbncutmuncutncutpwncut

Dependencies:codetoolsdotCall64fieldsforeachglmnetiteratorslatticemapsMASSMatrixmvtnormRcppRcppEigenshapespamsurvivalviridisLite

The NCutYX package

Rendered frommy-vignette.Rmdusingknitr::rmarkdownon Nov 06 2024.

Last update: 2018-02-07
Started: 2018-02-06