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DESCRIPTION.dcf
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Package: sl3
Title: Pipelines for Machine Learning and Super Learning
Version: 1.0.0
Authors@R: c(
person("Jeremy", "Coyle", email = "jeremyrcoyle@gmail.com",
role = c("aut", "cre", "cph")),
person("Nima", "Hejazi", email = "nh@nimahejazi.org", role = "aut"),
person("Oleg", "Sofrygin", email="oleg.sofrygin@gmail.com", role = "aut"),
person("Ivana", "Malenica", email = "imalenica@berkeley.edu", role = "aut")
)
Maintainer: Jeremy Coyle <jeremyrcoyle@gmail.com>
Description: Implements the super learner prediction method and contains a
library of prediction algorithms to be used in the super learner.
Depends: R (>= 2.14.0)
Imports:
data.table,
assertthat,
origami,
R6,
uuid,
BBmisc,
stats,
delayed,
utils,
methods,
ggplot2
Suggests:
testthat,
knitr,
rmarkdown,
glmnet,
devtools,
dplyr,
drat,
rgl,
condensier,
cvAUC,
forecast,
nloptr,
rugarch,
nnls,
tsDyn,
Rsolnp,
xgboost,
speedglm,
randomForest,
SuperLearner,
h2o,
future,
e1071,
earth,
R.rsp,
kerasR,
keras,
reticulate,
MASS,
arm,
hal
rJava,
bartMachine,
hal9001,
devel
Remotes:
github::osofr/condensier,
github::tlverse/delayed,
github::jeremyrcoyle/hal9001
License: GPL-3
URL: https://sl3.tlverse.org
BugReports: https://github.com/tlverse/sl3/issues
Encoding: UTF-8
LazyData: yes
LazyLoad: yes
VignetteBuilder:
knitr,
R.rsp
RoxygenNote: 6.0.1.9000
Roxygen: list(markdown = TRUE)