{ "_id": "6ae06c5a5d0f7c3164ef738a", "Package": "rsvddpd", "Type": "Package", "Encoding": "UTF-8", "Title": "Robust Singular Value Decomposition using Density Power\nDivergence", "Version": "1.0.1", "Date": "2025-09-18", "Author": "Subhrajyoty Roy [aut, cre]", "Maintainer": "Subhrajyoty Roy ", "Authors@R": "person(\"Subhrajyoty\", \"Roy\", email = \"subhrajyotyroy@gmail.com\", role = c(\"aut\", \"cre\"))", "Description": "Computing singular value decomposition with robustness is\na challenging task. This package provides an implementation of\ncomputing robust SVD using density power divergence\n(). It combines the idea of\nrobustness and efficiency in estimation based on a tuning\nparameter. It also provides utility functions to simulate\nvarious scenarios to compare performances of different\nalgorithms.", "License": "MIT + file LICENSE", "RoxygenNote": "7.3.2", "VignetteBuilder": "knitr", "URL": "https://github.com/subroy13/rsvddpd", "BugReports": "https://github.com/subroy13/rsvddpd/issues", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-10-27 09:14:14 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2025-09-20 16:20:02 UTC", "RemoteUrl": "https://github.com/cran/rsvddpd", "RemoteRef": "HEAD", "RemoteSha": "f0644eb1390d83a44bb990f239c782bc0a85350d", "_user": "cran", "_type": "src", "_file": "rsvddpd_1.0.1.tar.gz", "_fileid": "https://r2.ropensci.org/158df9f18e6c9942d9b403ca1a641ec1448696c8ccb5a4fda75d111f54336041", "_filesize": 189063, "_sha256": "158df9f18e6c9942d9b403ca1a641ec1448696c8ccb5a4fda75d111f54336041", "_expires": "2027-02-04T09:18:16.000Z", "_created": "2026-10-27T09:14:14.000Z", "_published": "2026-10-27T09:18:18.714Z", "_upstream": "https://github.com/cran/rsvddpd", "_status": "success", "_maintainer": { "name": "Subhrajyoty Roy", "email": "subhrajyotyroy@gmail.com", "login": "subroy13", "linkedin": "in/subroy13", "description": "Statistics and Data Science Researcher! And always a student seeking the gift of knowledge and dreaming of a better world.", "uuid": 37728696 }, "_jobs": [ { "job": 122105316501, "time": 97, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "12721813059" }, { "job": 122105316671, "time": 108, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12722820400" }, { "job": 122105316648, "time": 92, "config": "linux-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12722915263" }, { "job": 122105316509, "time": 119, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12721823146" }, { "job": 122103928412, "time": 196, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "12721693751" }, { "job": 122105316406, "time": 117, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "12722246583" }, { "job": 122105316480, "time": 197, "config": "windows-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "12721932932" }, { "job": 122105316669, "time": 150, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12721743784" }, { "job": 122105316474, "time": 191, "config": "windows-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12722741241" }, { "job": 122105316486, "time": 76, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12721654233" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/40478853083", "_commit": { "id": "f0644eb1390d83a44bb990f239c782bc0a85350d", "author": "Subhrajyoty Roy ", "committer": "cran-robot ", "message": "version 1.0.1\n", "time": 1758385202 }, "_distro": "resolute", "_host": "GitHub-Actions", "_registered": true, "_dependencies": [ { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "Rcpp", "version": ">= 1.0.5", "role": "Imports" }, { "package": "MASS", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "matrixStats", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "microbenchmark", "role": "Suggests" }, { "package": "pcaMethods", "role": "Suggests" }, { "package": "V8", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "subroy13", "count": 2, "uuid": 37728696 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 634, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 286, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/rsvddpd" }, "_devurl": "https://github.com/subroy13/rsvddpd", "_searchresults": 6, "_topics": [ "openblas", "cpp", "openmp" ], "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "extra/rsvddpd.html", "LICENSE" ], "_homeurl": "https://github.com/subroy13/rsvddpd", "_realowner": "subroy13", "_cranurl": false, "_releases": [ { "version": "1.0.0", "date": "2021-10-27" }, { "version": "1.0.1", "date": "2025-09-20" } ], "_exports": [ "AddOutlier", "cv.alpha", "rank.rSVDdpd", "rSVDdpd", "simSVD" ], "_help": [ { "page": "AddOutlier", "title": "Add outlier to matrix", "topics": [ "AddOutlier" ] }, { "page": "cv.alpha", "title": "Calculate optimal robustness parameter", "topics": [ "cv.alpha" ] }, { "page": "rank.rSVDdpd", "title": "Rank Estimation for Robust Singular Value Decomposition", "topics": [ "rank.rSVDdpd" ] }, { "page": "rSVDdpd", "title": "Robust Singular Value Decomposition using Density Power Divergence", "topics": [ "rSVDdpd" ] }, { "page": "simSVD", "title": "Simulate SVD and measure performances of various algorithms", "topics": [ "simSVD" ] } ], "_readme": "https://github.com/cran/rsvddpd/raw/HEAD/README.md", "_rundeps": [ "MASS", "matrixStats", "Rcpp", "RcppArmadillo" ], "_sysdeps": [ { "shlib": "liblapack", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.32+ds-5", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.32+ds-5", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" }, { "shlib": "libgomp", "package": "libgomp1", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "openmp", "homepage": "http://gcc.gnu.org/", "description": "GCC OpenMP (GOMP) support library" } ], "_vignettes": [ { "source": "rSVDdpd-intro.Rmd", "filename": "rSVDdpd-intro.html", "title": "Introduction to rSVDdpd", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Theoretical Background", "Features", "Underflow and Overflow", "Permutation Invariance", "Orthogonality of Left and Right Singular vectors", "Effect of Robustness Parameter", "Comparison with existing packages" ], "created": "2021-10-27 13:30:02", "modified": "2025-09-20 16:20:02", "commits": 2 } ], "_score": 2.6989700043360187, "_indexed": false, "_nocasepkg": "rsvddpd", "_universes": [ "cran" ], "_indexurl": "https://subroy13.r-universe.dev/rsvddpd", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.1", "date": "2026-10-27T09:15:59.000Z", "distro": "resolute", "arch": "aarch64", "commit": "f0644eb1390d83a44bb990f239c782bc0a85350d", "fileid": "https://r2.ropensci.org/b51a5ed965581002f501b0c23a6e7557289c5ca64fb0c8acd93f1ae13db02603", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40478853083" }, { "r": "4.7.0", "os": "linux", "version": "1.0.1", "date": "2026-10-27T09:16:12.000Z", "distro": "resolute", "arch": "x86_64", "commit": "f0644eb1390d83a44bb990f239c782bc0a85350d", "fileid": "https://r2.ropensci.org/2ceee1ea30bf76ed825f7b4d7c972536ea1b596a380a2806d109d29a33048c18", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40478853083" }, { "r": "4.6.1", "os": "linux", "version": "1.0.1", "date": "2026-10-27T09:15:57.000Z", "distro": "resolute", "arch": "aarch64", "commit": "f0644eb1390d83a44bb990f239c782bc0a85350d", "fileid": "https://r2.ropensci.org/c740a5b22e6880a3832a19dd18ad4a7cf4498fadee0f73d120853d9d74d319e0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40478853083" }, { "r": "4.6.1", "os": "linux", "version": "1.0.1", "date": "2026-10-27T09:16:15.000Z", "distro": "resolute", "arch": "x86_64", "commit": "f0644eb1390d83a44bb990f239c782bc0a85350d", "fileid": "https://r2.ropensci.org/a4afa398173635bba858bb6ed159455c9b2d6db7c5653f435125779796e34447", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40478853083" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.1", "date": "2026-10-27T09:16:31.000Z", "arch": "emscripten", "commit": "f0644eb1390d83a44bb990f239c782bc0a85350d", "fileid": "https://r2.ropensci.org/05d09a6d15ee40c39441381bc3338f994d6542f867dc5307a23959da4cab7120", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/40478853083" }, { "r": "4.7.0", "os": "win", "version": "1.0.1", "date": "2026-10-27T09:17:23.000Z", "arch": "aarch64", "commit": "f0644eb1390d83a44bb990f239c782bc0a85350d", "fileid": "https://r2.ropensci.org/641a8f5955fc312658854b9b133323f027dde93db5ceb2a5b421a7deb2de76b0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40478853083" }, { "r": "4.7.0", "os": "win", "version": "1.0.1", "date": "2026-10-27T09:15:42.000Z", "arch": "x86_64", "commit": "f0644eb1390d83a44bb990f239c782bc0a85350d", "fileid": "https://r2.ropensci.org/8bc526eea7ba291fb68ee090c5b47e44df359a950c5ea78fcd427527abfb0c7b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40478853083" }, { "r": "4.6.1", "os": "win", "version": "1.0.1", "date": "2026-10-27T09:17:19.000Z", "arch": "aarch64", "commit": "f0644eb1390d83a44bb990f239c782bc0a85350d", "fileid": "https://r2.ropensci.org/8a77e6d9263574714c2491c3f2dac43e7056be2cd69147bc3b39f100ce323937", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40478853083" }, { "r": "4.6.1", "os": "win", "version": "1.0.1", "date": "2026-10-27T09:15:24.000Z", "arch": "x86_64", "commit": "f0644eb1390d83a44bb990f239c782bc0a85350d", "fileid": "https://r2.ropensci.org/0df734e8bba63bf445b9a515373680d7c73a056fa87e236fe1f20c99fc9a7564", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/40478853083" } ] }