Package: CPGLIB 1.1.1

CPGLIB: Competing Proximal Gradients Library

Functions to generate ensembles of generalized linear models using competing proximal gradients. The optimal sparsity and diversity tuning parameters are selected via an alternating grid search.

Authors:Anthony Christidis [aut, cre], Stefan Van Aelst [aut], Ruben Zamar [aut]

CPGLIB_1.1.1.tar.gz
CPGLIB_1.1.1.zip(r-4.5)CPGLIB_1.1.1.zip(r-4.4)CPGLIB_1.1.1.zip(r-4.3)
CPGLIB_1.1.1.tgz(r-4.5-x86_64)CPGLIB_1.1.1.tgz(r-4.5-arm64)CPGLIB_1.1.1.tgz(r-4.4-x86_64)CPGLIB_1.1.1.tgz(r-4.4-arm64)CPGLIB_1.1.1.tgz(r-4.3-x86_64)CPGLIB_1.1.1.tgz(r-4.3-arm64)
CPGLIB_1.1.1.tar.gz(r-4.5-noble)CPGLIB_1.1.1.tar.gz(r-4.4-noble)
CPGLIB_1.1.1.tgz(r-4.4-emscripten)CPGLIB_1.1.1.tgz(r-4.3-emscripten)
CPGLIB.pdf |CPGLIB.html✨
CPGLIB/json (API)
NEWS

# Install 'CPGLIB' in R:
install.packages('CPGLIB', repos = c('https://anthonychristidis.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/anthonychristidis/cpglib/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library

On CRAN:

openblascppopenmp

2.70 score 2 scripts 293 downloads 4 exports 2 dependencies

Last updated 5 months agofrom:67b7206cc3. Checks:8 OK, 3 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 26 2025
R-4.5-win-x86_64NOTEJan 26 2025
R-4.5-mac-x86_64OKJan 26 2025
R-4.5-mac-aarch64OKJan 26 2025
R-4.5-linux-x86_64OKJan 26 2025
R-4.4-win-x86_64NOTEJan 26 2025
R-4.4-mac-x86_64OKJan 26 2025
R-4.4-mac-aarch64OKJan 26 2025
R-4.3-win-x86_64NOTEJan 26 2025
R-4.3-mac-x86_64OKJan 26 2025
R-4.3-mac-aarch64OKDec 27 2024

Exports:cpgcv.cpgcv.ProxGradProxGrad

Dependencies:RcppRcppArmadillo