compboost: C++ Implementation of Component-Wise Boosting

C++ implementation of component-wise boosting implementation of component-wise boosting written in C++ 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.

Version: 0.1.0
Imports: Rcpp (≥ 0.11.2), methods, glue, R6, checkmate
LinkingTo: Rcpp, RcppArmadillo
Suggests: RcppArmadillo (≥ 0.9.100.5.0), ggplot2, testthat, rpart, mboost, knitr, rmarkdown, titanic, mlr, gridExtra
Published: 2018-10-28
Author: Daniel Schalk ORCID iD [aut, cre], Janek Thomas ORCID iD [aut], Bernd Bischl ORCID iD [aut]
Maintainer: Daniel Schalk <daniel.schalk at stat.uni-muenchen.de>
License: MIT + file LICENSE
NeedsCompilation: yes
Citation: compboost citation info
Materials: NEWS
CRAN checks: compboost results

Downloads:

Reference manual: compboost.pdf
Vignettes: compboost: Fast and Flexible Component-Wise Boosting Framework
extending compboost
Package source: compboost_0.1.0.tar.gz
Windows binaries: r-devel: compboost_0.1.0.zip, r-devel-gcc8: compboost_0.1.0.zip, r-release: compboost_0.1.0.zip, r-oldrel: compboost_0.1.0.zip
OS X binaries: r-release: compboost_0.1.0.tgz, r-oldrel: compboost_0.1.0.tgz

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