Package: svd 0.5.8

Anton Korobeynikov

svd: Interfaces to Various State-of-Art SVD and Eigensolvers

R bindings to SVD and eigensolvers (PROPACK, nuTRLan).

Authors:Anton Korobeynikov [aut, cre], Rasmus Munk Larsen [ctb, cph], Lawrence Berkeley National Laboratory [ctb, cph]

svd_0.5.8.tar.gz
svd_0.5.8.tar.gz(r-4.5-noble)svd_0.5.8.tar.gz(r-4.4-noble)
svd_0.5.8.tgz(r-4.4-emscripten)
svd.pdf |svd.html✨
svd/json (API)

# Install 'svd' in R:
install.packages('svd', repos = 'https://cloud.r-project.org')

Bug tracker:https://github.com/asl/svd/issues

Uses libs:
  • openblas– Optimized BLAS
  • fortran– Runtime library for GNU Fortran applications

On CRAN:

Conda-Forge:

fortranopenblas

6.05 score 30 packages 244 scripts 3.4k downloads 5 mentions 12 exports 0 dependencies

Last updated 2 months agofrom:1c577d96da. Checks:2 OK. Indexed: no.

TargetResultLatest binary
Doc / VignettesOKFeb 10 2025
R-4.5-linux-x86_64OKFeb 10 2025

Exports:as.arrayas.matrixematmulextmatextmat.ncolextmat.nrowis.extmatpropack.svdttrlan.eigentrlan.svdztrlan.svd

Dependencies:

Citation

To cite package ‘svd’ in publications use:

Korobeynikov A (2025). svd: Interfaces to Various State-of-Art SVD and Eigensolvers. R package version 0.5.8, https://CRAN.R-project.org/package=svd.

Corresponding BibTeX entry: 

  @Manual{,
    title = {svd: Interfaces to Various State-of-Art SVD and
      Eigensolvers},
    author = {Anton Korobeynikov},
    year = {2025},
    note = {R package version 0.5.8},
    url = {https://CRAN.R-project.org/package=svd},
  }

Readme and manuals

Help Manual

Help pageTopics
Generic Eigendecomposition of a Matrixtrlan.eigen
External matrices operations.ematmul extmat extmat.ncol extmat.nrow is.extmat
Class '"extmat"'%*%,extmat,extmat-method %*%,extmat,matrix-method %*%,extmat,numeric-method %*%,matrix,extmat-method %*%,numeric,extmat-method as.array,extmat-method as.integer,extmat-method as.logical,extmat-method as.matrix,extmat-method as.numeric,extmat-method as.vector,extmat-method crossprod,ANY,extmat-method crossprod,extmat,ANY-method crossprod,extmat,extmat-method crossprod,extmat,missing-method dim,extmat-method extmat-class length,extmat-method t,extmat-method tcrossprod,ANY,extmat-method tcrossprod,extmat,ANY-method tcrossprod,extmat,extmat-method tcrossprod,extmat,missing-method
Generic Singular Value Decomposition of a Matrixpropack.svd trlan.svd ztrlan.svd