File R-dCUR.spec of Package R-dCUR

# Automatically generated by CRAN2OBS
# 
# Spec file for package dCUR 
# This file is auto-generated using information in the package source, 
# esp. Description and Summary. Improvements in that area should be 
# discussed with upstream. 
# 
# Copyright (c) 2026 SUSE LINUX GmbH, Nuernberg, Germany. 
# 
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# published by the Open Source Initiative. 
#  
# Please submit bugfixes or comments via http://bugs.opensuse.org/ 
# 
 
%global packname  dCUR 
%global rlibdir   %{_libdir}/R/library 
 
Name:           R-%{packname} 
Version:        1.0.2 
Release:        0 
Summary:        Dimension Reduction with Dynamic CUR 
Group:          Development/Libraries/Other 
License:        GPL-3 
URL:            http://cran.r-project.org/web/packages/%{packname} 
Source:         dCUR_1.0.2.tar.gz 
Requires:       R-base 
Requires:	R-magrittr
Requires:	R-mclust
Requires:	R-ppcor
Requires:	R-ggplot2
Requires:	R-dplyr
Requires:	R-Rdpack
Requires:	R-cli
Requires:	R-generics
Requires:	R-glue
Requires:	R-lifecycle
Requires:	R-pillar
Requires:	R-R6
Requires:	R-rlang
Requires:	R-tibble
Requires:	R-tidyselect
Requires:	R-vctrs
Requires:	R-gtable
Requires:	R-isoband
Requires:	R-S7
Requires:	R-scales
Requires:	R-withr
Requires:	R-rbibutils
Requires:	R-cpp11
Requires:	R-utf8
Requires:	R-farver
Requires:	R-labeling
Requires:	R-RColorBrewer
Requires:	R-viridisLite
Requires:	R-pkgconfig
 
# %%if 0%%{?sle_version} > 120400 || 0%%{?is_opensuse} 
# # Three others commonly needed 
# BuildRequires:  tex(ae.sty) 
# BuildRequires:  tex(fancyvrb.sty) 
# BuildRequires:  tex(inconsolata.sty) 
# BuildRequires:  tex(natbib.sty) 
# %else 
# BuildRequires:  texlive 
# %endif 
# BuildRequires:  texinfo 
BuildRequires:  fdupes 
BuildRequires:  R-base 
BuildRequires: 	R-magrittr
BuildRequires: 	R-mclust
BuildRequires: 	R-ppcor
BuildRequires: 	R-ggplot2
BuildRequires: 	R-dplyr
BuildRequires: 	R-Rdpack
BuildRequires: 	R-cli
BuildRequires: 	R-generics
BuildRequires: 	R-glue
BuildRequires: 	R-lifecycle
BuildRequires: 	R-pillar
BuildRequires: 	R-R6
BuildRequires: 	R-rlang
BuildRequires: 	R-tibble
BuildRequires: 	R-tidyselect
BuildRequires: 	R-vctrs
BuildRequires: 	R-gtable
BuildRequires: 	R-isoband
BuildRequires: 	R-S7
BuildRequires: 	R-scales
BuildRequires: 	R-withr
BuildRequires: 	R-rbibutils
BuildRequires: 	R-cpp11-devel
BuildRequires: 	R-utf8
BuildRequires: 	R-farver
BuildRequires: 	R-labeling
BuildRequires: 	R-RColorBrewer
BuildRequires: 	R-viridisLite
BuildRequires: 	R-pkgconfig
 
Suggests:	R-testthat
Suggests:	R-snow
%description 
Dynamic CUR (dCUR) boosts the CUR decomposition (Mahoney MW., Drineas 
P. (2009) <doi:10.1073/pnas.0803205106>) varying the k, the number of 
columns and rows used, and its final purposes to help find the stage, 
which minimizes the relative error to reduce matrix dimension. The goal 
of CUR Decomposition is to give a better interpretation of the matrix 
decomposition employing proper variable selection in the data matrix, 
in a way that yields a simplified structure. Its origins come from 
analysis in genetics. The goal of this package is to show an 
alternative to variable selection (columns) or individuals (rows). The 
idea proposed consists of adjusting the probability distributions to 
the leverage scores and selecting the best columns and rows that 
minimize the reconstruction error of the matrix approximation 
||A-CUR||. It also includes a method that recalibrates the relative 
importance of the leverage scores according to an external variable of 
the user's interest. 
 
%prep 
%setup -q -c -n %{packname} 
# the next line is needed, because we build without --clean in between two packages 
rm -rf ~/.R  
 
 
%build 
 
%install 
mkdir -p %{buildroot}%{rlibdir} 
%{_bindir}/R CMD INSTALL -l %{buildroot}%{rlibdir} %{packname} 
test -d %{packname}/src && (cd %{packname}/src; rm -f *.o *.so) 
rm -f %{buildroot}%{rlibdir}/R.css 
%fdupes -s %{buildroot}%{rlibdir} 
 
#%%check 
#%%{_bindir}/R CMD check %%{packname} 
 
%files 
%dir %{rlibdir}/%{packname} 
%{rlibdir}/%{packname}/AASP_description_data.xlsx
%doc %{rlibdir}/%{packname}/DESCRIPTION
%{rlibdir}/%{packname}/INDEX
%{rlibdir}/%{packname}/Meta
%{rlibdir}/%{packname}/NAMESPACE
%{rlibdir}/%{packname}/R
%{rlibdir}/%{packname}/REFERENCES.bib
%{rlibdir}/%{packname}/data
%{rlibdir}/%{packname}/flow.jpg
%doc %{rlibdir}/%{packname}/help
%doc %{rlibdir}/%{packname}/html
%{rlibdir}/%{packname}/logo.png
 
%changelog