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MatrixExtra: Extra Methods for Sparse Matrices

Extends sparse matrix and vector classes from the 'Matrix' package by providing: (a) Methods and operators that work natively on CSR formats (compressed sparse row, a.k.a. 'RsparseMatrix') such as slicing/sub-setting, assignment, rbind(), mathematical operators for CSR and COO such as addition ("+") or sqrt(), and methods such as diag(); (b) Multi-threaded matrix multiplication and cross-product for many <sparse, dense> types, including the 'float32' type from 'float'; (c) Coercion methods between pairs of classes which are not present in 'Matrix', such as 'dgCMatrix' -> 'ngRMatrix', as well as convenience conversion functions; (d) Utility functions for sparse matrices such as sorting the indices or removing zero-valued entries; (e) Fast transposes that work by outputting in the opposite storage format; (f) Faster replacements for many 'Matrix' methods for all sparse types, such as slicing and elementwise multiplication. (g) Convenience functions for sparse objects, such as 'mapSparse' or a shorter 'show' method.

Version: 0.1.15
Depends: Matrix (≥ 1.3), methods
Imports: Rcpp, RhpcBLASctl, float
LinkingTo: Rcpp
Suggests: testthat, data.table, knitr, rmarkdown
Published: 2024-01-22
DOI: 10.32614/CRAN.package.MatrixExtra
Author: David Cortes [aut, cre, cph], Dmitry Selivanov [cph], Thibaut Goetghebuer-Planchon [cph] (Copyright holder of included robinmap library), Martin Maechler [cph] (Copyright holder of 'Matrix' package from which some code was taken), Robert Gentleman [cph] (Copyright holder of mathematical functions used by base R which were copied), Ross Ihaka [cph] (Copyright holder of mathematical functions used by base R which were copied)
Maintainer: David Cortes <david.cortes.rivera at gmail.com>
BugReports: https://github.com/david-cortes/MatrixExtra/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
Copyright: see file COPYRIGHTS
URL: https://github.com/david-cortes/MatrixExtra
NeedsCompilation: yes
CRAN checks: MatrixExtra results

Documentation:

Reference manual: MatrixExtra.pdf
Vignettes: Introducing_MatrixExtra

Downloads:

Package source: MatrixExtra_0.1.15.tar.gz
Windows binaries: r-devel: MatrixExtra_0.1.15.zip, r-release: MatrixExtra_0.1.15.zip, r-oldrel: MatrixExtra_0.1.15.zip
macOS binaries: r-release (arm64): MatrixExtra_0.1.15.tgz, r-oldrel (arm64): MatrixExtra_0.1.15.tgz, r-release (x86_64): MatrixExtra_0.1.15.tgz, r-oldrel (x86_64): MatrixExtra_0.1.15.tgz
Old sources: MatrixExtra archive

Reverse dependencies:

Reverse depends: CareDensity
Reverse imports: did2s, fastglmpca, IFAA, recometrics, rsparse
Reverse suggests: cmfrec, RcppBlaze, readsparse

Linking:

Please use the canonical form https://CRAN.R-project.org/package=MatrixExtra to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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