Package: mlr3fda
Title: Extending 'mlr3' to Functional Data Analysis
Version: 0.1.2
Authors@R: c(
    person("Sebastian", "Fischer", , "sebf.fischer@gmail.com", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0002-9609-3197")),
    person("Maximilian", "Muecke", , "muecke.maximilian@gmail.com", role = "aut",
           comment = c(ORCID = "0009-0000-9432-9795")),
    person("Fabian", "Scheipl", email = "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 (>= 0.14.0), R (>= 3.1.0)
Imports: checkmate, data.table, lgr, mlr3misc (>= 0.14.0),
        mlr3pipelines (>= 0.5.2), paradox, R6, tf (>= 0.3.4)
Suggests: rpart, testthat (>= 3.0.0), zoo
Config/testthat/edition: 3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.1
Collate: 'zzz.R' 'PipeOpFDAExtract.R' 'PipeOpFDAFlatten.R'
        'PipeOpFDAInterpol.R' 'PipeOpFDASmooth.R' 'PipeOpFPCA.R'
        'TaskClassif_phoneme.R' 'TaskRegr_dti.R' 'TaskRegr_fuel.R'
        'bibentries.R' 'datasets.R' 'hash_input.R'
NeedsCompilation: no
Packaged: 2024-05-30 05:49:02 UTC; sebi
Author: Sebastian Fischer [aut, cre] (<https://orcid.org/0000-0002-9609-3197>),
  Maximilian Muecke [aut] (<https://orcid.org/0009-0000-9432-9795>),
  Fabian Scheipl [ctb] (<https://orcid.org/0000-0001-8172-3603>),
  Bernd Bischl [ctb] (<https://orcid.org/0000-0001-6002-6980>)
Maintainer: Sebastian Fischer <sebf.fischer@gmail.com>
Repository: CRAN
Date/Publication: 2024-05-30 06:00:02 UTC
Built: R 4.3.3; ; 2024-06-05 01:41:55 UTC; unix
