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[ Source: r-cran-rspectra  ]

Package: r-cran-rspectra (0.16-0-1 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 r-cran-rspectra

Download for all available architectures
Architecture Version Package Size Installed Size Files
alpha (unofficial port) 0.16-0-1+b1 361.3 kB1,512.0 kB [list of files]
amd64 0.16-0-1+b1 388.6 kB1,470.0 kB [list of files]
arm64 0.16-0-1+b1 354.1 kB1,322.0 kB [list of files]
armel 0.16-0-1+b1 353.6 kB1,344.0 kB [list of files]
armhf 0.16-0-1+b1 338.2 kB1,080.0 kB [list of files]
hppa (unofficial port) 0.16-0-1+b1 385.1 kB1,506.0 kB [list of files]
i386 0.16-0-1+b1 380.0 kB1,451.0 kB [list of files]
ia64 (unofficial port) 0.16-0-1+b1 421.1 kB2,248.0 kB [list of files]
m68k (unofficial port) 0.16-0-1+b1 353.2 kB1,349.0 kB [list of files]
mips64el 0.16-0-1+b1 331.1 kB1,486.0 kB [list of files]
mipsel 0.16-0-1+b1 335.1 kB1,469.0 kB [list of files]
ppc64 (unofficial port) 0.16-0-1+b1 375.5 kB1,600.0 kB [list of files]
ppc64el 0.16-0-1+b1 398.9 kB1,590.0 kB [list of files]
riscv64 (unofficial port) 0.16-0-1+b1 359.4 kB1,203.0 kB [list of files]
s390x 0.16-0-1+b1 354.7 kB1,446.0 kB [list of files]
sh4 (unofficial port) 0.16-0-1+b1 416.0 kB1,400.0 kB [list of files]
sparc64 (unofficial port) 0.16-0-1+b1 332.0 kB1,334.0 kB [list of files]
x32 (unofficial port) 0.16-0-1+b1 379.2 kB1,382.0 kB [list of files]