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DESCRIPTION
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Package: MatrixExtra
Type: Package
Title: Extra Methods for Sparse Matrices
Version: 0.1.15
Authors@R: c(
person(given="David", family="Cortes", role=c("aut", "cre", "cph"),
email="david.cortes.rivera@gmail.com"),
person(given="Dmitry", family="Selivanov", role="cph"),
person(given="Thibaut", family="Goetghebuer-Planchon", role="cph",
comment="Copyright holder of included robinmap library"),
person(given="Martin", family="Maechler", role="cph",
comment="Copyright holder of 'Matrix' package from which some code was taken"),
person(given="Robert", family="Gentleman", role="cph",
comment="Copyright holder of mathematical functions used by base R which were copied"),
person(given="Ross", family="Ihaka", role="cph",
comment="Copyright holder of mathematical functions used by base R which were copied")
)
Maintainer: David Cortes <david.cortes.rivera@gmail.com>
Description: 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.
License: GPL (>= 2)
Depends: Matrix (>= 1.3), methods
Imports: Rcpp, RhpcBLASctl, float
LinkingTo: Rcpp
Suggests: testthat, data.table, knitr, rmarkdown
VignetteBuilder: knitr
URL: https://github.com/david-cortes/MatrixExtra
BugReports: https://github.com/david-cortes/MatrixExtra/issues
RoxygenNote: 7.2.3
NeedsCompilation: yes