Package: mlr3fda
Title: Extending 'mlr3' to Functional Data Analysis
Version: 0.7.1
Authors@R: c(
    person("Maximilian", "Mücke", , "muecke.maximilian@gmail.com", role = c("aut", "cre"),
           comment = c(ORCID = "0009-0000-9432-9795")),
    person("Sebastian", "Fischer", , "sebf.fischer@gmail.com", role = "aut",
           comment = c(ORCID = "0000-0002-9609-3197")),
    person("Fabian", "Scheipl", , "fabian.scheipl@googlemail.com", role = "ctb",
           comment = c(ORCID = "0000-0001-8172-3603")),
    person("Bernd", "Bischl", , "bernd_bischl@gmx.net", role = "ctb",
           comment = c(ORCID = "0000-0001-6002-6980"))
  )
Description: Extends the 'mlr3' ecosystem to functional analysis by
        adding support for irregular and regular functional data as
        defined in the 'tf' package.  The package provides 'PipeOps'
        for preprocessing functional columns and for extracting scalar
        features, thereby allowing standard machine learning algorithms
        to be applied afterwards. Available operations include simple
        functional features such as the mean or maximum, smoothing,
        interpolation, flattening, and functional 'PCA'.
License: LGPL-3
URL: https://mlr3fda.mlr-org.com, https://github.com/mlr-org/mlr3fda
BugReports: https://github.com/mlr-org/mlr3fda/issues
Depends: mlr3 (>= 1.3.0), mlr3pipelines (>= 0.11.0), R (>= 4.1.0)
Imports: checkmate, data.table (>= 1.18.0), lgr, mlr3misc (>= 0.19.0),
        paradox, R6, tf (>= 0.4.0)
Suggests: FDboost, lme4, mboost, Rcatch22, rpart, testthat (>= 3.3.0),
        tsfeatures, wavelets, withr
Config/roxygen2/markdown: TRUE
Config/roxygen2/r6: TRUE
Config/roxygen2/version: 8.0.0
Config/testthat/edition: 3
Encoding: UTF-8
LazyData: true
Collate: 'zzz.R' 'PipeOpFDABsignal.R' 'PipeOpFDACatch22.R'
        'PipeOpFDACor.R' 'PipeOpFDADepth.R' 'PipeOpFDADerive.R'
        'PipeOpFDAExtract.R' 'PipeOpFDAFlatten.R' 'PipeOpFDAFourier.R'
        'PipeOpFDAIntegrate.R' 'PipeOpFDAInterpol.R'
        'PipeOpFDARandomEffect.R' 'PipeOpFDARegister.R'
        'PipeOpFDAScaleRange.R' 'PipeOpFDASmooth.R'
        'PipeOpFDATsfeatures.R' 'PipeOpFDAWavelets.R' 'PipeOpFDAZoom.R'
        'PipeOpFPCA.R' 'TaskClassif_phoneme.R' 'TaskRegr_dti.R'
        'TaskRegr_fuel.R' 'bibentries.R' 'datasets.R' 'hash_input.R'
Repository: https://mlr-org.r-universe.dev
Date/Publication: 2026-07-15 17:13:50 UTC
RemoteUrl: https://github.com/mlr-org/mlr3fda
RemoteRef: v0.7.1
RemoteSha: ecd732846247e7b84ed6fbae0ff7c8469d58e7ed
NeedsCompilation: no
Packaged: 2026-07-15 20:51:49 UTC; root
Author: Maximilian Mücke [aut, cre] (ORCID:
    <https://orcid.org/0009-0000-9432-9795>),
  Sebastian Fischer [aut] (ORCID:
    <https://orcid.org/0000-0002-9609-3197>),
  Fabian Scheipl [ctb] (ORCID: <https://orcid.org/0000-0001-8172-3603>),
  Bernd Bischl [ctb] (ORCID: <https://orcid.org/0000-0001-6002-6980>)
Maintainer: Maximilian Mücke <muecke.maximilian@gmail.com>