Package: sl3
Title: Pipelines for Machine Learning and Super Learning
Version: 1.4.4
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 (>= 2.14.0)
Imports: data.table, assertthat, origami (>= 1.0.3), R6, uuid, BBmisc,
        stats, delayed, utils, methods, ggplot2, digest, Rdpack,
        imputeMissings, 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 (>= 0.4.0), h2o,
        keras, kerasR, nloptr, nnls, randomForest, ranger, rpart,
        Rsolnp, rugarch, speedglm, SuperLearner, tsDyn, xgboost,
        lightgbm, dbarts, gam (>= 1.15.0), haldensify (>= 0.1.5), mgcv,
        hts, GA
Remotes: github::tlverse/origami, github::tlverse/hal9001@devel,
        github::nhejazi/haldensify
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: 7.1.2
RdMacros: Rdpack
Author: Jeremy Coyle [aut, cre, cph] (<https://orcid.org/0000-0002-9874-6649>),
  Nima Hejazi [aut] (<https://orcid.org/0000-0002-7127-2789>),
  Oleg Sofrygin [aut] (<https://orcid.org/0000-0002-9539-8853>),
  Ivana Malenica [aut] (<https://orcid.org/0000-0002-7404-8088>),
  Rachael Phillips [aut] (<https://orcid.org/0000-0002-8474-591X>),
  Weixin Cai [ctb] (<https://orcid.org/0000-0003-2680-3066>),
  Yulun Wu [ctb],
  Hugh Jiang [ctb]
Built: R 4.4.1; ; 2024-07-31 10:00:10 UTC; unix
