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CRAN: Package PSGD

PSGD: Projected Subset Gradient Descent

Functions to generate ensembles of generalized linear models using a greedy projected subset gradient descent algorithm. The sparsity and diversity tuning parameters are selected by cross-validation.

Version: 1.0.6 Imports: Rcpp (≥ 1.0.7) LinkingTo: Rcpp, RcppArmadillo Suggests: testthat, mvnfast, vctrs Published: 2025-03-30 DOI: 10.32614/CRAN.package.PSGD Author: Anthony Christidis [aut, cre], Stefan Van Aelst [aut], Ruben Zamar [aut] Maintainer: Anthony Christidis <anthony.christidis at stat.ubc.ca> License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] NeedsCompilation: yes Materials: README NEWS CRAN checks: PSGD results Documentation: Reference manual: PSGD.pdf Downloads: Package source: PSGD_1.0.6.tar.gz Windows binaries: r-devel: PSGD_1.0.6.zip, r-release: PSGD_1.0.6.zip, r-oldrel: PSGD_1.0.6.zip macOS binaries: r-release (arm64): PSGD_1.0.6.tgz, r-oldrel (arm64): PSGD_1.0.6.tgz, r-release (x86_64): PSGD_1.0.6.tgz, r-oldrel (x86_64): PSGD_1.0.6.tgz Old sources: PSGD archive Linking:

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