%global __brp_check_rpaths %{nil} %global packname huge %global packver 1.3.5 %global rlibdir /usr/local/lib/R/library Name: R-CRAN-%{packname} Version: 1.3.5 Release: 1%{?dist}%{?buildtag} Summary: High-Dimensional Undirected Graph Estimation License: GPL-2 URL: https://cran.r-project.org/package=%{packname} Source0: %{url}&version=%{packver}#/%{packname}_%{packver}.tar.gz BuildRequires: R-devel >= 3.0.0 Requires: R-core >= 3.0.0 BuildRequires: R-CRAN-Matrix BuildRequires: R-CRAN-igraph BuildRequires: R-CRAN-MASS BuildRequires: R-grDevices BuildRequires: R-graphics BuildRequires: R-methods BuildRequires: R-stats BuildRequires: R-utils BuildRequires: R-CRAN-Rcpp BuildRequires: R-CRAN-RcppEigen Requires: R-CRAN-Matrix Requires: R-CRAN-igraph Requires: R-CRAN-MASS Requires: R-grDevices Requires: R-graphics Requires: R-methods Requires: R-stats Requires: R-utils Requires: R-CRAN-Rcpp %description Provides a general framework for high-dimensional undirected graph estimation. It integrates data preprocessing, neighborhood screening, graph estimation, and model selection techniques into a pipeline. In preprocessing stage, the nonparanormal(npn) transformation is applied to help relax the normality assumption. In the graph estimation stage, the graph structure is estimated by Meinshausen-Buhlmann graph estimation or the graphical lasso, and both methods can be further accelerated by the lossy screening rule preselecting the neighborhood of each variable by correlation thresholding. We target on high-dimensional data analysis usually d >> n, and the computation is memory-optimized using the sparse matrix output. We also provide a computationally efficient approach, correlation thresholding graph estimation. Three regularization/thresholding parameter selection methods are included in this package: (1)stability approach for regularization selection (2) rotation information criterion (3) extended Bayesian information criterion which is only available for the graphical lasso. %prep %setup -q -c -n %{packname} # fix end of executable files find -type f -executable -exec grep -Iq . {} \; -exec sed -i -e '$a\' {} \; # prevent binary stripping [ -d %{packname}/src ] && find %{packname}/src -type f -exec \ sed -i 's@/usr/bin/strip@/usr/bin/true@g' {} \; || true # don't allow local prefix in executable scripts find -type f -executable -exec sed -Ei 's@#!( )*/usr/local/bin@#!/usr/bin@g' {} \; %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 # remove buildroot from installed files find %{buildroot}%{rlibdir} -type f -exec sed -i "s@%{buildroot}@@g" {} \; %files %{rlibdir}/%{packname}