DESCRIPTION

Package: sl3
Title: Pipelines for Machine Learning and Super Learning
Version: 1.4.5
Authors@R: c(
    person("Jeremy", "Coyle", email = "jeremyrcoyle@gmail.com",
           role = c("aut", "cre", "cph"),
           comment = c(ORCID = "0000-0002-9874-6649")),
    person("Nima", "Hejazi", email = "nh@nimahejazi.org",
           role = "aut",
           comment = c(ORCID = "0000-0002-7127-2789")),
    person("Oleg", "Sofrygin", email="oleg.sofrygin@gmail.com",
           role = "aut",
           comment = c(ORCID = "0000-0002-9539-8853")),
    person("Ivana", "Malenica", email = "imalenica@berkeley.edu",
           role = "aut",
           comment = c(ORCID = "0000-0002-7404-8088")),
    person("Rachael", "Phillips", email = "rachaelvphillips@berkeley.edu",
           role = "aut",
           comment = c(ORCID = "0000-0002-8474-591X")),
    person("Weixin", "Cai", email = "wcai@berkeley.edu",
           role = "ctb",
           comment = c(ORCID = "0000-0003-2680-3066")),
    person("Yulun", "Wu", email = "yulun_wu@berkeley.edu",
           role = "ctb"),
    person("Hugh", "Jiang", email = "hugh_jiang@berkeley.edu",
           role = "ctb")
  )
Maintainer: Jeremy Coyle <jeremyrcoyle@gmail.com>
Description: A modern implementation of the Super Learner prediction algorithm,
    coupled with a general purpose framework for composing arbitrary pipelines
    for machine learning tasks.
Depends: R (>= 3.6.0)
Imports:
    data.table,
    assertthat,
    origami (>= 1.0.7),
    R6,
    uuid,
    BBmisc,
    stats,
    delayed,
    utils,
    methods,
    ggplot2,
    digest,
    Rdpack,
    dplyr,
    caret,
    ROCR
Suggests:
    testthat,
    rmarkdown,
    devtools,
    R.rsp,
    future,
    knitr,
    stringr,
    reticulate,
    rgl,
    rJava,
    arm,
    bartMachine,
    cvAUC,
    e1071,
    earth,
    polspline,
    forecast,
    glmnet,
    grf,
    gbm,
    hal9001 (>= 0.4.6),
    h2o,
    keras,
    nloptr,
    nnls,
    randomForest,
    ranger,
    rpart,
    Rsolnp,
    rugarch,
    speedglm,
    SuperLearner,
    tsDyn,
    xgboost,
    lightgbm,
    dbarts,
    gam,
    haldensify (>= 0.2.7),
    mgcv,
    hts,
    GA,
    SIS,
    partykit
Remotes:
    github::nhejazi/haldensify
Additional_repositories:
  https://tlverse.r-universe.dev
License: GPL-3
Language: en-US
URL: https://tlverse.org/sl3
BugReports: https://github.com/tlverse/sl3/issues
Encoding: UTF-8
LazyData: yes
LazyLoad: yes
VignetteBuilder:
    knitr,
    R.rsp
Roxygen: list(markdown = TRUE, old_usage = TRUE, r6 = FALSE)
RoxygenNote: 7.2.3
RdMacros: Rdpack