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DESCRIPTION
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DESCRIPTION
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Package: compboost
Type: Package
Title: C++ Implementation of Component-Wise Boosting
Version: 0.1.1
Authors@R: c(
person(given = "Daniel", family = "Schalk", email = "[email protected]", role = c("aut", "cre"), comment = c(ORCID = "0000-0003-0950-1947")),
person(given = "Janek", family = "Thomas", email = "[email protected]", role = "aut", comment = c(ORCID = "0000-0003-4511-6245")),
person(given = "Bernd", family = "Bischl", email = "[email protected]", role = "aut", comment = c(ORCID = "0000-0001-6002-6980")))
Maintainer: Daniel Schalk <[email protected]>
Description: C++ implementation of component-wise boosting to
obtain high runtime performance and full memory control. The main
idea is to provide a modular class system which can be extended
without editing the source code. Therefore, it is possible to use R
functions as well as C++ functions for custom base-learners,
losses, logging mechanisms or stopping criteria.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
RoxygenNote: 6.1.1
Depends:
R (>= 3.4.0)
Imports:
Rcpp (>= 0.11.2),
methods,
glue,
R6,
checkmate
LinkingTo:
Rcpp,
RcppArmadillo,
BH
Suggests:
RcppArmadillo (>= 0.9.100.5.0),
ggplot2,
pkgdown,
testthat,
rpart,
mboost,
knitr,
rmarkdown,
titanic,
mlr,
gridExtra
RcppModules:
baselearner_module,
compboost_module,
loss_module,
baselearner_module,
baselearner_factory_module,
baselearner_list_module,
logger_module,
optimizer_module,
data_module
VignetteBuilder: knitr