speaq

Tools for Nuclear Magnetic Resonance (NMR) Spectra Alignment, Peak Based Processing, Quantitative Analysis and Visualizations

v2.7.0 · May 23, 2022 · Apache License 2.0

CRAN GitHub Mirror

Description

Makes Nuclear Magnetic Resonance spectroscopy (NMR spectroscopy) data analysis as easy as possible by only requiring a small set of functions to perform an entire analysis. 'speaq' offers the possibility of raw spectra alignment and quantitation but also an analysis based on features whereby the spectra are converted to peaks which are then grouped and turned into features. These features can be processed with any number of statistical tools either included in 'speaq' or available elsewhere on CRAN. More details can be found in Vu et al. (2011) <doi:10.1186/1471-2105-12-405> and Beirnaert et al. (2018) <doi:10.1371/journal.pcbi.1006018>.

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CRAN Check Status

14 NOTE

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	218.5s
r-devel-linux-x86_64-debian-gcc	NOTE	148.9s
r-devel-linux-x86_64-fedora-clang	NOTE	352.5s
r-devel-linux-x86_64-fedora-gcc	NOTE	382.6s
r-devel-macos-arm64	NOTE	103s
r-devel-windows-x86_64	NOTE	380s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	268s
r-oldrel-windows-x86_64	NOTE	528s
r-patched-linux-x86_64	NOTE	210.5s
r-release-linux-x86_64	NOTE	209s
r-release-macos-arm64	NOTE
r-release-macos-x86_64	NOTE	296s
r-release-windows-x86_64	NOTE	385s

Check details (16 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Charlie Beirnaert <charlie_beirnaert@icloud.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Charlie",
                      family = "Beirnaert",
                      role = c("aut", "cre"),
                      email = "charlie_beirnaert@icloud.com"),
               person(given = c("Trung", "Nghia"),
                      family = "Vu",
                      role = "aut"),
               person(given = "Pieter",
                      family = "Meysman",
                      role = "aut"),
               person(given = "Kris",
                      family = "Laukens",
                      role = "aut"),
               person(given = "Dirk",
                      family = "Valkenborg",
                      role = "aut"))
as necessary.

NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Charlie Beirnaert <charlie_beirnaert@icloud.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Charlie",
                      family = "Beirnaert",
                      role = c("aut", "cre"),
                      email = "charlie_beirnaert@icloud.com"),
               person(given = c("Trung", "Nghia"),
                      family = "Vu",
                      role = "aut"),
               person(given = "Pieter",
                      family = "Meysman",
                      role = "aut"),
               person(given = "Kris",
                      family = "Laukens",
                      role = "aut"),
               person(given = "Dirk",
                      family = "Valkenborg",
                      role = "aut"))
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Charlie Beirnaert <charlie_beirnaert@icloud.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Charlie",
                      family = "Beirnaert",
                      role = c("aut", "cre"),
                      email = "charlie_beirnaert@icloud.com"),
               person(given = c("Trung", "Nghia"),
                      family = "Vu",
                      role = "aut"),
               person(given = "Pieter",

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Charlie Beirnaert <charlie_beirnaert@icloud.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Charlie",
                      family = "Beirnaert",
                      role = c("aut", "cre"),
                      email = "charlie_beirnaert@icloud.com"),
               person(given = c("Trung", "Nghia"),
                      family = "Vu",
                      role = "aut"),
               person(given = "Pieter",

NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e

NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e

NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e

NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e

NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e

NOTE r-release-macos-arm64

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e

NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e

NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e

NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e

NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e

NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) findRef.Rd:39: Lost braces
    39 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e}re F, Verschoren A, Goethals B, Laukens K. (2011) An integrated workflow for robust alignment and simplified quantitative analysis of NMR spectrometry data. BMC Bioinformatics. 2011 Oct 20;12:405.
       |                                                              ^
checkRd: (-1) hClustAlign.Rd:70: Lost braces
    70 | Vu TN, Valkenborg D, Smets K, Verwaest KA, Dommisse R, Lemi\`{e

Reverse Dependencies (2)

imports

metabodecon

suggests

ChemoSpec

Dependency Network

Version History

new 2.7.0 Mar 9, 2026

Maintainer

Charlie Beirnaert

Dependencies

Depends

R (>= 3.1.0)

Imports

MassSpecWavelet cluster parallel doSNOW data.table foreach stats Rfast utils graphics grDevices ggplot2 gridExtra reshape2 rvest xml2 missForest impute

Suggests

datasets knitr rmarkdown grid gridBase

Compilation

No compilation needed

First Published

Mar 9, 2026

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