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
Config/pak/sysreqs: cmake libglpk-dev make libicu-dev libuv1-dev
        libxml2-dev
Repository: https://ictml-project.r-universe.dev
Date/Publication: 2024-11-14 19:51:48 UTC
RemoteUrl: https://github.com/tlverse/sl3
RemoteRef: HEAD
RemoteSha: 0e8f2365bcbe54010b8120c04a7a2dcfc8119227
NeedsCompilation: no
Packaged: 2026-07-03 22:34:34 UTC; root
Author: Jeremy Coyle [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0002-9874-6649>),
  Nima Hejazi [aut] (ORCID: <https://orcid.org/0000-0002-7127-2789>),
  Oleg Sofrygin [aut] (ORCID: <https://orcid.org/0000-0002-9539-8853>),
  Ivana Malenica [aut] (ORCID: <https://orcid.org/0000-0002-7404-8088>),
  Rachael Phillips [aut] (ORCID: <https://orcid.org/0000-0002-8474-591X>),
  Weixin Cai [ctb] (ORCID: <https://orcid.org/0000-0003-2680-3066>),
  Yulun Wu [ctb],
  Hugh Jiang [ctb]