{ "_id": "6a1ff695b401979e73443547", "Package": "eimpute", "Type": "Package", "Title": "Efficiently Impute Large Scale Incomplete Matrix", "Version": "0.2.4", "Date": "2024-07-22", "Authors@R": "c(\nperson(given = \"Zhe\", family = \"Gao\", email = \"gaozh8@mail.ustc.edu.cn\", role = c(\"aut\", \"cre\")),\nperson(given = \"Jin\", family = \"Zhu\", email = \"zhuj37@mail2.sysu.edu.cn\", role = c(\"aut\")),\nperson(given = \"Junxian\", family = \"Zhu\", email = \"zhujunx@mail2.sysu.edu.cn\", role = c(\"aut\")),\nperson(given = \"Xueqin\", family = \"Wang\", email = \"wangxq20@ustc.edu.cn\", role = c(\"aut\")),\nperson(given = \"Yixuan\", family = \"Qiu\", email = \"yixuan.qiu@cos.name\", role = c(\"cph\")),\nperson(given = \"Gael\", family = \"Guennebaud\", email = \"gael.guennebaud@inria.fr\", role = c(\"cph\", \"ctb\")),\nperson(given = \"Jitse\", family = \"Niesen\", email = \"jitse@maths.leeds.ac.uk\", role = c(\"cph\", \"ctb\")),\nperson(given = \"Ray\", family = \"Gardner\", role = c(\"ctb\")))", "Author": "Zhe Gao [aut, cre], Jin Zhu [aut], Junxian Zhu [aut], Xueqin\nWang [aut], Yixuan Qiu [cph], Gael Guennebaud [cph, ctb], Jitse\nNiesen [cph, ctb], Ray Gardner [ctb]", "Maintainer": "Zhe Gao ", "Description": "Efficiently impute large scale matrix with missing values\nvia its unbiased low-rank matrix approximation. Our main\napproach is Hard-Impute algorithm proposed in\n, which\nachieves highly computational advantage by truncated\nsingular-value decomposition.", "License": "GPL-3 | file LICENSE", "Encoding": "UTF-8", "RoxygenNote": "7.3.1", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-06-03 09:34:14 UTC", "User": "root" }, "VignetteBuilder": "knitr", "Repository": "https://gaozhe33.r-universe.dev", "Date/Publication": "2024-07-23 02:45:15 UTC", "RemoteUrl": "https://github.com/cran/eimpute", "RemoteRef": "HEAD", "RemoteSha": "e1a037a34a2cc019b7c6121795c320b15145f0b7", "MD5sum": "6dd50fe006a2033ae4a5185e22efac2b", "_user": "gaozhe33", "_type": "src", "_file": "eimpute_0.2.4.tar.gz", "_fileid": "c72f68b105e529f5ae4fd4c2b16843b65d921e2d4d4f134d8ea31530bcd8a89d", "_filesize": 987836, "_sha256": "c72f68b105e529f5ae4fd4c2b16843b65d921e2d4d4f134d8ea31530bcd8a89d", "_created": "2026-06-03T09:34:14.000Z", "_published": "2026-06-03T09:40:37.676Z", "_distro": "noble", "_jobs": [ { "job": 79264424535, "time": 149, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7380939328" }, { "job": 79264424545, "time": 155, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7380940577" }, { "job": 79264424581, "time": 153, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7380941274" }, { "job": 79264424593, "time": 147, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7380937716" }, { "job": 79264424586, "time": 159, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7380933662" }, { "job": 79264424601, "time": 289, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "7380985006" }, { "job": 79264424568, "time": 172, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7380939461" }, { "job": 79264424633, "time": 261, "config": "macos-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7380974285" }, { "job": 79263777876, "time": 219, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7380879572" }, { "job": 79264424509, "time": 111, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7380924086" }, { "job": 79264424587, "time": 142, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7380935434" }, { "job": 79264424540, "time": 152, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7380939840" }, { "job": 79264424608, "time": 145, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7380937093" } ], "_buildurl": "https://github.com/r-universe/gaozhe33/actions/runs/26876106762", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/eimpute", "_commit": { "id": "e1a037a34a2cc019b7c6121795c320b15145f0b7", "author": "Zhe Gao ", "committer": "cran-robot ", "message": "version 0.2.4\n", "time": 1721702715 }, "_maintainer": { "name": "Zhe Gao", "email": "gaozh8@mail.ustc.edu.cn", "login": "gaozhe33", "description": "University of Science and Technology of China", "uuid": 44362803 }, "_registered": true, "_dependencies": [ { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppEigen", "role": "LinkingTo" }, { "package": "Rcpp", "version": ">= 0.12.6", "role": "Imports" }, { "package": "knitr", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "gaozhe33", "count": 2, "uuid": 44362803 } ], "_userbio": { "uuid": 44362803, "type": "user", "name": "Zhe Gao", "description": "University of Science and Technology of China" }, "_downloads": { "count": 235, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/eimpute" }, "_searchresults": 7, "_topics": [ "openblas", "cpp" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/eimpute.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_realowner": "gaozhe33", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2020-03-20" }, { "version": "0.1.1", "date": "2020-04-28" }, { "version": "0.2.1", "date": "2022-05-02" }, { "version": "0.2.2", "date": "2022-10-22" }, { "version": "0.2.3", "date": "2024-02-19" }, { "version": "0.2.4", "date": "2024-07-22" } ], "_exports": [ "biscale", "biscale.control", "eimpute", "incomplete.generator", "r.search" ], "_help": [ { "page": "biscale", "title": "Data standardization", "topics": [ "biscale" ] }, { "page": "biscale.control", "title": "Control for standard procedure", "topics": [ "biscale.control" ] }, { "page": "eimpute", "title": "Efficiently impute missing values for a large scale matrix", "topics": [ "eimpute" ] }, { "page": "incomplete.generator", "title": "Incomplete data generator", "topics": [ "incomplete.generator" ] }, { "page": "r.search", "title": "Search rank magnitude of the best approximating matrix", "topics": [ "r.search" ] } ], "_readme": "https://github.com/cran/eimpute/raw/HEAD/README.md", "_rundeps": [ "Rcpp", "RcppEigen" ], "_sysdeps": [ { "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)" }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_vignettes": [ { "source": "eimpute.Rmd", "filename": "eimpute.html", "title": "eimpute: Efficiently IMPUTE Large Scale Incomplete Matrix", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Installation", "Quick Example" ], "created": "2020-03-20 12:50:02", "modified": "2022-05-02 10:50:13", "commits": 2 } ], "_score": 2.6989700043360187, "_indexed": true, "_nocasepkg": "eimpute", "_universes": [ "gaozhe33" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.4", "date": "2026-06-03T09:36:54.000Z", "distro": "noble", "arch": "aarch64", "commit": "e1a037a34a2cc019b7c6121795c320b15145f0b7", "fileid": "534f11ccce91652bbd795ec4c36cc2af5d2a40c85107aa7523a720c8c4c0edfe", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gaozhe33/actions/runs/26876106762" }, { "r": "4.7.0", "os": "linux", "version": "0.2.4", "date": "2026-06-03T09:36:47.000Z", "distro": "noble", "arch": "x86_64", "commit": "e1a037a34a2cc019b7c6121795c320b15145f0b7", "fileid": "1124fc24b243b3789f0254a4c5ce8e697d9bd610416f1851498ef51411488e91", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gaozhe33/actions/runs/26876106762" }, { "r": "4.6.0", "os": "linux", "version": "0.2.4", "date": "2026-06-03T09:36:58.000Z", "distro": "noble", "arch": "aarch64", "commit": "e1a037a34a2cc019b7c6121795c320b15145f0b7", "fileid": "ad07f91db0c18865d4031bc1f250499e649fb21e5ad382fe5bb7d7a262f44551", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gaozhe33/actions/runs/26876106762" }, { "r": "4.6.0", "os": "linux", "version": "0.2.4", "date": "2026-06-03T09:36:44.000Z", "distro": "noble", "arch": "x86_64", "commit": "e1a037a34a2cc019b7c6121795c320b15145f0b7", "fileid": "a2b4b94c97c37495a12b6295f8c08eea6bd451b75b0e23dcb70363f0bb34b1fd", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gaozhe33/actions/runs/26876106762" }, { "r": "4.5.3", "os": "mac", "version": "0.2.4", "date": "2026-06-03T09:36:53.000Z", "arch": "aarch64", "commit": "e1a037a34a2cc019b7c6121795c320b15145f0b7", "fileid": "68b73c7dce5e7b34321252fc890e6a2bf4e5b9687dadd7c5f630ecae3a70a515", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gaozhe33/actions/runs/26876106762" }, { "r": "4.5.3", "os": "mac", "version": "0.2.4", "date": "2026-06-03T09:38:28.000Z", "arch": "x86_64", "commit": "e1a037a34a2cc019b7c6121795c320b15145f0b7", "fileid": "88d8a1ed56ffd8fc853f8eca63cf9452afb128174f5b8955335d0a5d3e2dfcdf", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gaozhe33/actions/runs/26876106762" }, { "r": "4.6.0", "os": "mac", "version": "0.2.4", "date": "2026-06-03T09:37:00.000Z", "arch": "aarch64", "commit": "e1a037a34a2cc019b7c6121795c320b15145f0b7", "fileid": "3dd09ebaab8e7ae02244d5d7328949cd11b43ef6897c5f45d1ab2d42d9a75b3c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gaozhe33/actions/runs/26876106762" }, { "r": "4.6.0", "os": "mac", "version": "0.2.4", "date": "2026-06-03T09:37:59.000Z", "arch": "x86_64", "commit": "e1a037a34a2cc019b7c6121795c320b15145f0b7", "fileid": "9478991c289807731eac89edad8f2e763d693cfde27e3a3b197d75494ae691c8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gaozhe33/actions/runs/26876106762" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.4", "date": "2026-06-03T09:36:38.000Z", "arch": "emscripten", "commit": "e1a037a34a2cc019b7c6121795c320b15145f0b7", "fileid": "376bfaf65576a74d67fea958bf4357268f59904f8b31d3ac54bae4d4da311652", "status": "success", "buildurl": "https://github.com/r-universe/gaozhe33/actions/runs/26876106762" }, { "r": "4.7.0", "os": "win", "version": "0.2.4", "date": "2026-06-03T09:35:58.000Z", "arch": "x86_64", "commit": "e1a037a34a2cc019b7c6121795c320b15145f0b7", "fileid": "1499bb72bb7af5af22013c608ce1bce79da1adacd8a417fdf760fa996bcd22d2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gaozhe33/actions/runs/26876106762" }, { "r": "4.5.3", "os": "win", "version": "0.2.4", "date": "2026-06-03T09:36:04.000Z", "arch": "x86_64", "commit": "e1a037a34a2cc019b7c6121795c320b15145f0b7", "fileid": "934bfa4fdad88d9b7f4c305fd17f3fa7c1f0c647f32a48b52257cba3c247c42a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gaozhe33/actions/runs/26876106762" }, { "r": "4.6.0", "os": "win", "version": "0.2.4", "date": "2026-06-03T09:36:01.000Z", "arch": "x86_64", "commit": "e1a037a34a2cc019b7c6121795c320b15145f0b7", "fileid": "fa36585180d046b4ae4528f0396e955881e53c682c110500feca7efa343c4965", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gaozhe33/actions/runs/26876106762" } ] }