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@@ -2,16 +2,16 @@ Package: FeatureSelection | |
Type: Package | ||
Title: Feature extraction and selection based on 'glmnet', 'xgboost' and 'ranger' | ||
Version: 1.0.0 | ||
Date: 2020-02-04 | ||
Author: Lampros Mouselimis | ||
Date: 2021-05-19 | ||
Authors@R: c( person(given = "Lampros", family = "Mouselimis", email = "[email protected]", role = c("aut", "cre"), comment = c(ORCID = "https://orcid.org/0000-0002-8024-1546"))) | ||
Maintainer: Lampros Mouselimis <[email protected]> | ||
BugReports: https://github.com/mlampros/FeatureSelection/issues | ||
URL: https://github.com/mlampros/FeatureSelection | ||
Description: Feature extraction and selection based on 'glmnet', 'xgboost' and 'ranger' R packages. This package allows also the plotting of selected features and observing the correlation of multiple predictors. | ||
Depends: | ||
R(>= 3.3.0) | ||
Imports: | ||
doMC, | ||
doParallel, | ||
dplyr, | ||
glmnet, | ||
ranger, | ||
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FROM rocker/rstudio:devel | ||
FROM rocker/rstudio:devel | ||
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LABEL maintainer='Lampros Mouselimis' | ||
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RUN export DEBIAN_FRONTEND=noninteractive; apt-get -y update && \ | ||
apt-get install -y make zlib1g-dev libssl-dev libcurl4-openssl-dev && \ | ||
apt-get install -y sudo && \ | ||
apt-get -y update && \ | ||
R -e "install.packages(c( 'doMC', 'dplyr', 'glmnet', 'ranger', 'xgboost', 'Matrix', 'magrittr', 'utils', 'stats', 'graphics', 'grDevices', 'rlang', 'testthat', 'covr', 'remotes' ), repos = 'https://cloud.r-project.org/' )" && \ | ||
R -e "remotes::install_github('mlampros/FeatureSelection', upgrade = 'always', dependencies = TRUE, repos = 'https://cloud.r-project.org/')" && \ | ||
apt-get autoremove -y && \ | ||
apt-get clean | ||
LABEL maintainer='Lampros Mouselimis' | ||
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RUN export DEBIAN_FRONTEND=noninteractive; apt-get -y update && \ | ||
apt-get install -y make zlib1g-dev libssl-dev libcurl4-openssl-dev && \ | ||
apt-get install -y sudo && \ | ||
apt-get -y update && \ | ||
R -e "install.packages(c( 'doParallel', 'dplyr', 'glmnet', 'ranger', 'xgboost', 'Matrix', 'magrittr', 'utils', 'stats', 'graphics', 'grDevices', 'rlang', 'testthat', 'covr', 'remotes' ), repos = 'https://cloud.r-project.org/' )" && \ | ||
R -e "remotes::install_github('mlampros/FeatureSelection', upgrade = 'always', dependencies = TRUE, repos = 'https://cloud.r-project.org/')" && \ | ||
apt-get autoremove -y && \ | ||
apt-get clean | ||
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ENV USER rstudio | ||
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ENV USER rstudio | ||
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