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URL: https://cran.r-project.org/package=rsvd
Proper Citation: rsvd (RRID:SCR_024303)
Description: Software R package used to compute near optimal low-rank singular value decomposition of massive data sets with high accuracy. Provides several randomized matrix algorithms such as randomized singular value decomposition (rsvd), randomized principal component analysis (rpca), randomized robust principal component analysis (rrpca), randomized interpolative decomposition (rid), and the randomized CUR decomposition (rcur). In addition several plot functions are provided.
Synonyms: randomized singular value decomposition
Resource Type: software resource, software toolkit
Defining Citation: DOI:10.18637/jss.v089.i11
Keywords: randomized singular value decomposition, singular value decomposition, compute optimal low-rank singular value decomposition, massive data sets,
Availability: Free, Available for download, Freely available,
Resource Name: rsvd
Resource ID: SCR_024303
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Source: SciCrunch Registry (RRID:SCR_005400)
Description: Interactive portal for finding and submitting biomedical resources. Resources within SciCrunch have assigned RRIDs which are used to cite resources in scientific manuscripts. SciCrunch Registry, formerly NIF Registry, provides resources catalog. Allows to add new resources. Allows edit existing resources after registration. Curators are tasked with identifying and registering resources, examining data, writing configuration files to index and display data and keeping contents current.
URL: https://rrid.site/rin/sources/SCR_005400
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