%global __brp_check_rpaths %{nil} %global __requires_exclude ^libmpi %global packname stops %global packver 1.6-2 %global rlibdir /usr/local/lib/R/library Name: R-CRAN-%{packname} Version: 1.6.2 Release: 1%{?dist}%{?buildtag} Summary: Structure Optimized Proximity Scaling License: GPL-2 | GPL-3 URL: https://cran.r-project.org/package=%{packname} Source0: %{url}&version=%{packver}#/%{packname}_%{packver}.tar.gz BuildRequires: R-devel >= 3.5.0 Requires: R-core >= 3.5.0 BuildArch: noarch BuildRequires: R-CRAN-smacofx BuildRequires: R-CRAN-acepack BuildRequires: R-CRAN-clue BuildRequires: R-CRAN-cmaes BuildRequires: R-CRAN-cordillera BuildRequires: R-CRAN-dfoptim BuildRequires: R-CRAN-DiceOptim BuildRequires: R-CRAN-DiceKriging BuildRequires: R-CRAN-energy BuildRequires: R-CRAN-minerva BuildRequires: R-CRAN-nloptr BuildRequires: R-CRAN-pomp BuildRequires: R-CRAN-pso BuildRequires: R-CRAN-scagnostics BuildRequires: R-CRAN-smacof BuildRequires: R-CRAN-tgp BuildRequires: R-CRAN-vegan Requires: R-CRAN-smacofx Requires: R-CRAN-acepack Requires: R-CRAN-clue Requires: R-CRAN-cmaes Requires: R-CRAN-cordillera Requires: R-CRAN-dfoptim Requires: R-CRAN-DiceOptim Requires: R-CRAN-DiceKriging Requires: R-CRAN-energy Requires: R-CRAN-minerva Requires: R-CRAN-nloptr Requires: R-CRAN-pomp Requires: R-CRAN-pso Requires: R-CRAN-scagnostics Requires: R-CRAN-smacof Requires: R-CRAN-tgp Requires: R-CRAN-vegan %description Methods that use flexible variants of multidimensional scaling (MDS) which incorporate parametric nonlinear distance transformations and trade-off the goodness-of-fit fit with structure considerations to find optimal hyperparameters, also known as structure optimized proximity scaling (STOPS) (Rusch, Mair & Hornik, 2023,). The package contains various functions, wrappers, methods and classes for fitting, plotting and displaying different 1-way MDS models with ratio, interval, ordinal optimal scaling in a STOPS framework. These cover essentially the functionality of the package smacofx, including Torgerson (classical) scaling with power transformations of dissimilarities, SMACOF MDS with powers of dissimilarities, Sammon mapping with powers of dissimilarities, elastic scaling with powers of dissimilarities, spherical SMACOF with powers of dissimilarities, (ALSCAL) s-stress MDS with powers of dissimilarities, r-stress MDS, MDS with powers of dissimilarities and configuration distances, elastic scaling powers of dissimilarities and configuration distances, Sammon mapping powers of dissimilarities and configuration distances, power stress MDS (POST-MDS), approximate power stress, Box-Cox MDS, local MDS, Isomap, curvilinear component analysis (CLCA), curvilinear distance analysis (CLDA) and sparsified (power) multidimensional scaling and (power) multidimensional distance analysis (experimental models from smacofx influenced by CLCA). All of these models can also be fit by optimizing over hyperparameters based on goodness-of-fit fit only (i.e., no structure considerations). The package further contains functions for optimization, specifically the adaptive Luus-Jaakola algorithm and a wrapper for Bayesian optimization with treed Gaussian process with jumps to linear models, and functions for various c-structuredness indices. %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 [ -d %{packname}/src ] && find %{packname}/src/Make* -type f -exec \ sed -i 's@-g0@@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}