Package: r-cran-rspectra (0.16-2-1) [debports]
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- Homepage [cran.r-project.org]
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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
Architecture | Package Size | Installed Size | Files |
---|---|---|---|
sparc64 (unofficial port) | 346.0 kB | 1,543.0 kB | [list of files] |