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[ Source: r-cran-rspectra  ]

Package: r-cran-rspectra (0.16-2-1 and others)

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GNU R solvers for large-scale eigenvalue and SVD problems

This package provides a R interface to the 'Spectra' library <https://spectralib.org/> for large-scale eigenvalue and SVD problems. It is typically used to compute a few eigenvalues/vectors of an n by n matrix, e.g., the k largest eigenvalues, which is usually more efficient than eigen() if k << n. This package provides the 'eigs()' function that does the similar job as in 'Matlab', 'Octave', 'Python SciPy' and 'Julia'. It also provides the 'svds()' function to calculate the largest k singular values and corresponding singular vectors of a real matrix. The matrix to be computed on can be dense, sparse, or in the form of an operator defined by the user.

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Download for all available architectures
Architecture Version Package Size Installed Size Files
alpha (unofficial port) 0.16-2-1 376.6 kB1,594.0 kB [list of files]
amd64 0.16-2-1 417.1 kB1,581.0 kB [list of files]
arm64 0.16-2-1 380.4 kB1,465.0 kB [list of files]
armel 0.16-2-1 379.5 kB1,447.0 kB [list of files]
armhf 0.16-2-1 360.9 kB1,143.0 kB [list of files]
hppa (unofficial port) 0.16-2-1 400.1 kB1,512.0 kB [list of files]
i386 0.16-2-1 404.1 kB1,530.0 kB [list of files]
ia64 (unofficial port) 0.16-1-1 404.3 kB2,099.0 kB [list of files]
m68k (unofficial port) 0.16-2-1 367.4 kB1,384.0 kB [list of files]
mips64el 0.16-2-1 351.8 kB1,574.0 kB [list of files]
ppc64 (unofficial port) 0.16-2-1 404.8 kB1,729.0 kB [list of files]
ppc64el 0.16-2-1 463.5 kB1,849.0 kB [list of files]
riscv64 0.16-2-1 391.8 kB1,242.0 kB [list of files]
s390x 0.16-2-1 421.6 kB1,633.0 kB [list of files]
sh4 (unofficial port) 0.16-2-1 453.9 kB1,463.0 kB [list of files]
sparc64 (unofficial port) 0.16-2-1 346.0 kB1,543.0 kB [list of files]
x32 (unofficial port) 0.16-2-1 406.9 kB1,468.0 kB [list of files]