DESCRIPTION

Package: mlr3pipelines
Title: Preprocessing Operators and Pipelines for 'mlr3'
Version: 0.5.2-9000
Authors@R:
    c(person(given = "Martin",
             family = "Binder",
             role = c("aut", "cre"),
             email = "mlr.developer@mb706.com"),
      person(given = "Florian",
             family = "Pfisterer",
             role = "aut",
             email = "pfistererf@googlemail.com",
             comment = c(ORCID = "0000-0001-8867-762X")),
      person(given = "Lennart",
             family = "Schneider",
             role = "aut",
             email = "lennart.sch@web.de",
             comment = c(ORCID = "0000-0003-4152-5308")),
      person(given = "Bernd",
             family = "Bischl",
             role = "aut",
             email = "bernd_bischl@gmx.net",
             comment = c(ORCID = "0000-0001-6002-6980")),
      person(given = "Michel",
             family = "Lang",
             role = "aut",
             email = "michellang@gmail.com",
             comment = c(ORCID = "0000-0001-9754-0393")),
      person(given = "Sebastian",
             family = "Fischer",
             role = "ctb",
             email = "sebf.fischer@gmail.com",
             comment = c(ORCID = "0000-0002-9609-3197")),
      person(given = "Susanne",
             family = "Dandl",
             role = "aut",
             email = "dandl.susanne@googlemail.com"))
Description: Dataflow programming toolkit that enriches 'mlr3' with a diverse
  set of pipelining operators ('PipeOps') that can be composed into graphs.
  Operations exist for data preprocessing, model fitting, and ensemble
  learning. Graphs can themselves be treated as 'mlr3' 'Learners' and can
  therefore be resampled, benchmarked, and tuned.
License: LGPL-3
URL: https://mlr3pipelines.mlr-org.com,
    https://github.com/mlr-org/mlr3pipelines
BugReports: https://github.com/mlr-org/mlr3pipelines/issues
Depends:
    R (>= 3.1.0)
Imports:
    backports,
    checkmate,
    data.table,
    digest,
    lgr,
    mlr3 (>= 0.6.0),
    mlr3misc (>= 0.9.0),
    paradox,
    R6,
    withr
Suggests:
    ggplot2,
    glmnet,
    igraph,
    knitr,
    lme4,
    mlbench,
    bbotk (>= 0.3.0),
    mlr3filters (>= 0.1.1),
    mlr3learners,
    mlr3measures,
    nloptr,
    quanteda,
    rmarkdown,
    rpart,
    stopwords,
    testthat,
    visNetwork,
    bestNormalize,
    fastICA,
    kernlab,
    smotefamily,
    evaluate,
    NMF,
    MASS,
    kknn,
    GenSA,
    methods,
    vtreat,
    future,
    htmlwidgets
ByteCompile: true
Encoding: UTF-8
Config/testthat/edition: 3
Config/testthat/parallel: true
NeedsCompilation: no
Roxygen: list(markdown = TRUE, r6 = FALSE)
RoxygenNote: 7.3.1
VignetteBuilder: knitr
Collate:
    'Graph.R'
    'GraphLearner.R'
    'mlr_pipeops.R'
    'multiplicity.R'
    'utils.R'
    'PipeOp.R'
    'PipeOpEnsemble.R'
    'LearnerAvg.R'
    'NO_OP.R'
    'PipeOpTaskPreproc.R'
    'PipeOpBoxCox.R'
    'PipeOpBranch.R'
    'PipeOpChunk.R'
    'PipeOpClassBalancing.R'
    'PipeOpClassWeights.R'
    'PipeOpClassifAvg.R'
    'PipeOpColApply.R'
    'PipeOpColRoles.R'
    'PipeOpCollapseFactors.R'
    'PipeOpCopy.R'
    'PipeOpDateFeatures.R'
    'PipeOpEncode.R'
    'PipeOpEncodeImpact.R'
    'PipeOpEncodeLmer.R'
    'PipeOpFeatureUnion.R'
    'PipeOpFilter.R'
    'PipeOpFixFactors.R'
    'PipeOpHistBin.R'
    'PipeOpICA.R'
    'PipeOpImpute.R'
    'PipeOpImputeConstant.R'
    'PipeOpImputeHist.R'
    'PipeOpImputeLearner.R'
    'PipeOpImputeMean.R'
    'PipeOpImputeMedian.R'
    'PipeOpImputeMode.R'
    'PipeOpImputeOOR.R'
    'PipeOpImputeSample.R'
    'PipeOpKernelPCA.R'
    'PipeOpLearner.R'
    'PipeOpLearnerCV.R'
    'PipeOpMissingIndicators.R'
    'PipeOpModelMatrix.R'
    'PipeOpMultiplicity.R'
    'PipeOpMutate.R'
    'PipeOpNMF.R'
    'PipeOpNOP.R'
    'PipeOpOVR.R'
    'PipeOpPCA.R'
    'PipeOpProxy.R'
    'PipeOpQuantileBin.R'
    'PipeOpRandomProjection.R'
    'PipeOpRandomResponse.R'
    'PipeOpRegrAvg.R'
    'PipeOpRemoveConstants.R'
    'PipeOpRenameColumns.R'
    'PipeOpScale.R'
    'PipeOpScaleMaxAbs.R'
    'PipeOpScaleRange.R'
    'PipeOpSelect.R'
    'PipeOpSmote.R'
    'PipeOpSpatialSign.R'
    'PipeOpSubsample.R'
    'PipeOpTextVectorizer.R'
    'PipeOpThreshold.R'
    'PipeOpTrafo.R'
    'PipeOpTuneThreshold.R'
    'PipeOpUnbranch.R'
    'PipeOpVtreat.R'
    'PipeOpYeoJohnson.R'
    'Selector.R'
    'assert_graph.R'
    'bibentries.R'
    'greplicate.R'
    'gunion.R'
    'mlr_graphs.R'
    'operators.R'
    'pipeline_bagging.R'
    'pipeline_branch.R'
    'pipeline_convert_types.R'
    'pipeline_greplicate.R'
    'pipeline_ovr.R'
    'pipeline_robustify.R'
    'pipeline_stacking.R'
    'pipeline_targettrafo.R'
    'po.R'
    'ppl.R'
    'reexports.R'
    'typecheck.R'
    'zzz.R'