{ "_id": "6a1d28f51d7bb097a0a3854b", "Package": "pcaL1", "Version": "1.5.9", "Date": "2025-04-25", "Title": "L1-Norm PCA Methods", "License": "GPL (>= 3)", "Authors@R": "c(person(given = \"Sapan\",\nfamily = \"Jot\",\nrole = \"aut\",\nemail = \"sapan.madaan@gmail.com\"),\nperson(given = \"Paul\",\nfamily = \"Brooks\",\nrole = c(\"aut\", \"cre\"),\nemail = \"jpbrooks@vcu.edu\"),\nperson(given = \"Andrea\",\nfamily = \"Visentin\",\nrole = \"aut\",\nemail = \"andrea.visentin@insight-centre.org\"),\nperson(given = c(\"Young\", \"Woong\"),\nfamily = \"Park\",\nrole = \"aut\",\nemail = \"ywpark@iastate.edu\"),\nperson(given = c(\"and\", \"Yi-Hui\"),\nfamily = \"Zhou\",\nrole = \"aut\",\nemail = \"yihui_zhou@ncsu.edu\"))", "Description": "Implementations of several methods for principal component\nanalysis using the L1 norm. The package depends on COIN-OR Clp\nversion >= 1.17.4. The methods implemented are PCA-L1 (Kwak\n2008) , L1-PCA (Ke and Kanade 2003,\n2005) , L1-PCA* (Brooks, Dula, and\nBoone 2013) , L1-PCAhp\n(Visentin, Prestwich and Armagan 2016)\n, wPCA (Park and Klabjan\n2016) , awPCA (Park and Klabjan\n2016) , PCA-Lp (Kwak 2014)\n, and SharpEl1-PCA (Brooks and\nDula, submitted).", "URL": "", "SystemRequirements": "COIN-OR Clp (>= 1.17.4)", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-06-01 06:35:14 UTC", "User": "root" }, "Author": "Sapan Jot [aut], Paul Brooks [aut, cre], Andrea Visentin [aut],\nYoung Woong Park [aut], and Yi-Hui Zhou [aut]", "Maintainer": "Paul Brooks ", "Config/pak/sysreqs": "coinor-libclp-dev", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2025-05-03 19:30:02 UTC", "RemoteUrl": "https://github.com/cran/pcaL1", "RemoteRef": "HEAD", "RemoteSha": "58a857b0d8f4289336709e6f0b8b016740fa53c2", "MD5sum": "73d78753ba1a822fa0cab4db884ca928", "_user": "cran", "_type": "src", "_file": "pcaL1_1.5.9.tar.gz", "_fileid": "36f901b539da6822a80cb20e0234c4562d5618cf130ca6c0c79f8683f4bb5bf3", "_filesize": 234730, "_sha256": "36f901b539da6822a80cb20e0234c4562d5618cf130ca6c0c79f8683f4bb5bf3", "_created": "2026-06-01T06:35:14.000Z", "_published": "2026-06-01T06:38:45.880Z", "_distro": "noble", "_jobs": [ { "job": 78798994917, "time": 109, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7324871444" }, { "job": 78798994900, "time": 129, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7324876312" }, { "job": 78798994928, "time": 112, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7324872038" }, { "job": 78798994918, "time": 108, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7324871216" }, { "job": 78798584627, "time": 214, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7324844693" }, { "job": 78798994891, "time": 91, "config": "wasm-release", "r": "4.6.0", "check": "FAIL", "artifact": "" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/26739077974", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/pcaL1", "_commit": { "id": "58a857b0d8f4289336709e6f0b8b016740fa53c2", "author": "Paul Brooks ", "committer": "cran-robot ", "message": "version 1.5.9\n", "time": 1746300602 }, "_maintainer": { "name": "Paul Brooks", "email": "jpbrooks@vcu.edu", "login": "jpbrooks", "description": "", "uuid": 17090128 }, "_registered": true, "_dependencies": [], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "jpbrooks", "count": 16, "uuid": 17090128 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 4271, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/pcaL1" }, "_searchresults": 25, "_topics": [ "clp", "openblas" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/pcaL1.html", "manual.pdf" ], "_realowner": "jpbrooks", "_cranurl": false, "_releases": [ { "version": "1.0", "date": "2012-04-20" }, { "version": "1.1", "date": "2012-04-23" }, { "version": "1.2", "date": "2012-07-06" }, { "version": "1.2.1", "date": "2013-12-23" }, { "version": "1.3", "date": "2015-04-25" }, { "version": "1.3-1", "date": "2016-04-12" }, { "version": "1.4.1", "date": "2016-12-20" }, { "version": "1.5", "date": "2017-03-09" }, { "version": "1.5.1", "date": "2017-04-10" }, { "version": "1.5.2", "date": "2017-07-20" }, { "version": "1.5.3", "date": "2019-12-19" }, { "version": "1.5.4", "date": "2020-02-11" }, { "version": "1.5.5", "date": "2021-10-29" }, { "version": "1.5.6", "date": "2022-01-04" }, { "version": "1.5.7", "date": "2023-01-18" }, { "version": "1.5.9", "date": "2025-05-03" } ], "_exports": [ "awl1pca", "l1pca", "l1pcahp", "l1pcastar", "l1projection", "l2projection", "pcal1", "pcalp", "sharpel1pca", "sharpel1rs", "sparsel1pca", "weightedL1Distance", "wl1pca" ], "_help": [ { "page": "pcaL1-package", "title": "pcaL1: L1-Norm PCA Methods", "topics": [ "pcaL1-package", "pcaL1" ] }, { "page": "awl1pca", "title": "awPCA", "topics": [ "awl1pca" ] }, { "page": "l1pca", "title": "L1-PCA", "topics": [ "l1pca" ] }, { "page": "l1pcahp", "title": "L1-PCAhp", "topics": [ "l1pcahp" ] }, { "page": "l1pcastar", "title": "L1-PCA*", "topics": [ "l1pcastar" ] }, { "page": "l1projection", "title": "L1 Projection", "topics": [ "l1projection" ] }, { "page": "L2PCA_approx", "title": "L2PCA_approx", "topics": [ "l2pcaapprox", "L2PCA_approx" ] }, { "page": "l2projection", "title": "L2 Projection", "topics": [ "l2projection" ] }, { "page": "pcal1", "title": "PCA-L1", "topics": [ "pcal1" ] }, { "page": "pcalp", "title": "PCA-Lp", "topics": [ "pcalp" ] }, { "page": "plot.awl1pca", "title": "Plot an awl1pca Object", "topics": [ "plot.awl1pca" ] }, { "page": "plot.l1pca", "title": "Plot an L1pca Object", "topics": [ "plot.l1pca" ] }, { "page": "plot.l1pcahp", "title": "Plot an L1PCAhp Object", "topics": [ "plot.l1pcahp" ] }, { "page": "plot.l1pcastar", "title": "Plot an L1pcastar Object", "topics": [ "plot.l1pcastar" ] }, { "page": "plot.pcal1", "title": "Plot a Pcal1 Object", "topics": [ "plot.pcal1" ] }, { "page": "plot.pcalp", "title": "Plot a Pcalp Object", "topics": [ "plot.pcalp" ] }, { "page": "plot.sharpel1pca", "title": "Plot a Sharpel1pca Object", "topics": [ "plot.sharpel1pca" ] }, { "page": "plot.sharpel1rs", "title": "Plot a Sharpel1rs Object", "topics": [ "plot.sharpel1rs" ] }, { "page": "plot.sparsel1pca", "title": "Plot a Sparsel1pca Object", "topics": [ "plot.sparsel1pca" ] }, { "page": "plot.wl1pca", "title": "Plot a Wl1pca Object", "topics": [ "plot.wl1pca" ] }, { "page": "sharpel1pca", "title": "SharpEl1-PCA", "topics": [ "sharpel1pca" ] }, { "page": "sharpel1rs", "title": "SharpEl1-RS", "topics": [ "sharpel1rs" ] }, { "page": "sparsel1pca", "title": "SparsEl1-PCA", "topics": [ "sparsel1pca" ] }, { "page": "weightedL1Distance", "title": "Weighted L1 Distance", "topics": [ "weightedL1Distance" ] }, { "page": "wl1pca", "title": "wPCA", "topics": [ "wl1pca" ] } ], "_rundeps": [], "_sysdeps": [ { "shlib": "libClp", "package": "coinor-libclp1", "headers": "coinor-libclp-dev", "source": "clp", "version": "1.17.9+ds-1", "name": "clp", "homepage": "https://projects.coin-or.org/Clp", "description": "Coin-or linear programming solver (shared libraries)" }, { "shlib": "liblapack", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" } ], "_score": 2.0284695800988617, "_indexed": false, "_nocasepkg": "pcal1", "_universes": [ "cran" ], "_indexurl": "https://jpbrooks.r-universe.dev/pcaL1", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.5.9", "date": "2026-06-01T06:38:00.000Z", "distro": "noble", "arch": "aarch64", "commit": "58a857b0d8f4289336709e6f0b8b016740fa53c2", "fileid": "1479dbecfcaaf77b292af42520ed69c122ee22f0e616648ff4b5818f094376ff", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26739077974" }, { "r": "4.7.0", "os": "linux", "version": "1.5.9", "date": "2026-06-01T06:38:17.000Z", "distro": "noble", "arch": "x86_64", "commit": "58a857b0d8f4289336709e6f0b8b016740fa53c2", "fileid": "b1c6c27b122ced77e9f83795e3bc88623381e325e2a6075a25e96b27eedcf0c6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26739077974" }, { "r": "4.6.0", "os": "linux", "version": "1.5.9", "date": "2026-06-01T06:38:02.000Z", "distro": "noble", "arch": "aarch64", "commit": "58a857b0d8f4289336709e6f0b8b016740fa53c2", "fileid": "de18cbc017e4125246759189f9f210524cd1539153931fa4f4310205973e944c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26739077974" }, { "r": "4.6.0", "os": "linux", "version": "1.5.9", "date": "2026-06-01T06:37:56.000Z", "distro": "noble", "arch": "x86_64", "commit": "58a857b0d8f4289336709e6f0b8b016740fa53c2", "fileid": "421c64b3b96cbe1ac4818d94fd0ac5efafe15663455772006d81181474e32218", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26739077974" } ] }