{
  "_id": "6a1ffd2fb401979e7344509d",
  "Package": "glmnetUtils",
  "Type": "Package",
  "Version": "1.1.9",
  "Title": "Utilities for 'Glmnet'",
  "Description": "Provides a formula interface for the 'glmnet' package for\nelasticnet regression, a method for cross-validating the alpha\nparameter, and other quality-of-life tools.",
  "Authors@R": "c(\nperson(\"Microsoft\", role=\"cph\"),\nperson(\"Hong\", \"Ooi\", email=\"hongooi73@gmail.com\", role=c(\"aut\", \"cre\"))\n)",
  "NeedsCompilation": "no",
  "VignetteBuilder": "knitr",
  "Copyright": "Microsoft",
  "License": "GPL-2",
  "URL": "https://github.com/hongooi73/glmnetUtils",
  "Collate": "'glmnetUtils.r' 'cvGlmnetFormula.r' 'cvaGlmnetFormula.r'\n'glmnetFormula.r' 'makeModelComponents.r'",
  "RoxygenNote": "7.1.1",
  "Roxygen": "list(markdown=TRUE)",
  "Repository": "https://hongooi73.r-universe.dev",
  "Date/Publication": "2023-09-10 05:15:30 UTC",
  "RemoteUrl": "https://github.com/hongooi73/glmnetutils",
  "RemoteRef": "HEAD",
  "RemoteSha": "bbf9ac5b8d53c912a6e73a938e17645332e3e2c8",
  "Packaged": {
    "Date": "2026-06-03 10:04:03 UTC",
    "User": "root"
  },
  "Author": "Microsoft [cph],\nHong Ooi [aut, cre]",
  "Maintainer": "Hong Ooi <hongooi73@gmail.com>",
  "MD5sum": "ba5b6ea61211eb5a122927323fa90044",
  "_user": "hongooi73",
  "_type": "src",
  "_file": "glmnetUtils_1.1.9.tar.gz",
  "_fileid": "455b8b46dae12a020f7b3a98ce4ae422723f1ec754e43fb77300396363c5f724",
  "_filesize": 212436,
  "_sha256": "455b8b46dae12a020f7b3a98ce4ae422723f1ec754e43fb77300396363c5f724",
  "_created": "2026-06-03T10:04:03.000Z",
  "_published": "2026-06-03T10:08:47.122Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79269588333,
      "time": 232,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7381632843"
    },
    {
      "job": 79269588219,
      "time": 211,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7381625353"
    },
    {
      "job": 79269588283,
      "time": 123,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7381592500"
    },
    {
      "job": 79269588214,
      "time": 135,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7381596411"
    },
    {
      "job": 79269037492,
      "time": 190,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7381547937"
    },
    {
      "job": 79269588285,
      "time": 119,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7381591256"
    },
    {
      "job": 79269588207,
      "time": 177,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7381611925"
    },
    {
      "job": 79269588240,
      "time": 176,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7381612605"
    },
    {
      "job": 79269588287,
      "time": 194,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7381618214"
    }
  ],
  "_buildurl": "https://github.com/r-universe/hongooi73/actions/runs/26877578983",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/hongooi73/glmnetutils",
  "_commit": {
    "id": "bbf9ac5b8d53c912a6e73a938e17645332e3e2c8",
    "author": "Hong Ooi <hongooi73@gmail.com>",
    "committer": "Hong Ooi <hongooi73@gmail.com>",
    "message": "rm link to obsolete revoscaler\n",
    "time": 1694322930
  },
  "_maintainer": {
    "name": "Hong Ooi",
    "email": "hongooi73@gmail.com",
    "login": "hongooi73",
    "description": "",
    "uuid": 11328890
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "grDevices",
      "role": "Imports"
    },
    {
      "package": "glmnet",
      "role": "Imports"
    },
    {
      "package": "parallel",
      "role": "Imports"
    },
    {
      "package": "Matrix",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "MASS",
      "role": "Suggests"
    },
    {
      "package": "doParallel",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    }
  ],
  "_owner": "hongooi73",
  "_selfowned": true,
  "_usedby": 4,
  "_updates": [],
  "_tags": [],
  "_topics": [
    "cross-validation",
    "glmnet",
    "lasso",
    "regression-models"
  ],
  "_stars": 66,
  "_contributors": [
    {
      "user": "hongooi73",
      "count": 98,
      "uuid": 11328890
    }
  ],
  "_userbio": {
    "uuid": 11328890,
    "type": "user",
    "name": "Hong Ooi"
  },
  "_downloads": {
    "count": 10128,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/glmnetUtils"
  },
  "_mentions": 3,
  "_devurl": "https://github.com/hongooi73/glmnetutils",
  "_searchresults": 360,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/glmnetUtils.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/hongooi73/glmnetutils",
  "_realowner": "hongooi73",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2017-02-05"
    },
    {
      "version": "1.0.2",
      "date": "2017-04-24"
    },
    {
      "version": "1.1",
      "date": "2017-08-01"
    },
    {
      "version": "1.1.1",
      "date": "2019-01-17"
    },
    {
      "version": "1.1.2",
      "date": "2019-03-08"
    },
    {
      "version": "1.1.3",
      "date": "2019-11-18"
    },
    {
      "version": "1.1.4",
      "date": "2019-12-12"
    },
    {
      "version": "1.1.5",
      "date": "2020-03-12"
    },
    {
      "version": "1.1.6",
      "date": "2020-10-06"
    },
    {
      "version": "1.1.7",
      "date": "2021-02-23"
    },
    {
      "version": "1.1.8",
      "date": "2021-02-25"
    },
    {
      "version": "1.1.9",
      "date": "2023-09-10"
    }
  ],
  "_exports": [
    "cv.glmnet",
    "cva.glmnet",
    "glmnet",
    "minlossplot"
  ],
  "_help": [
    {
      "page": "cv.glmnet",
      "title": "Formula interface for elastic net cross-validation with cv.glmnet",
      "topics": [
        "coef.cv.glmnet.formula",
        "coef.cv.relaxed.formula",
        "cv.glmnet",
        "cv.glmnet.default",
        "cv.glmnet.formula",
        "predict.cv.glmnet.formula",
        "predict.cv.relaxed.formula",
        "print.cv.glmnet.formula"
      ]
    },
    {
      "page": "cva.glmnet",
      "title": "Do elastic net cross-validation for alpha and lambda simultaneously",
      "topics": [
        "coef.cva.glmnet",
        "cva.glmnet",
        "cva.glmnet.default",
        "cva.glmnet.formula",
        "minlossplot",
        "minlossplot.cva.glmnet",
        "plot.cva.glmnet",
        "predict.cva.glmnet",
        "predict.cva.glmnet.formula",
        "print.cva.glmnet.formula"
      ]
    },
    {
      "page": "glmnet",
      "title": "Formula interface for elastic net modelling with glmnet",
      "topics": [
        "coef.glmnet.formula",
        "coef.relaxed.formula",
        "glmnet",
        "glmnet.default",
        "glmnet.formula",
        "predict.glmnet.formula",
        "predict.relaxed.formula",
        "print.glmnet.formula",
        "print.relaxed.formula"
      ]
    },
    {
      "page": "glmnet.model.matrix",
      "title": "Model matrix options for glmnet",
      "topics": [
        "glmnet.model.frame",
        "glmnet.model.matrix",
        "glmnet.modelFrame",
        "glmnet.modelMatrix"
      ]
    },
    {
      "page": "glmnetUtils",
      "title": "Utilities for glmnet",
      "topics": [
        "glmnetUtils-package",
        "glmnetUtils"
      ]
    }
  ],
  "_readme": "https://github.com/hongooi73/glmnetutils/raw/HEAD/README.md",
  "_rundeps": [
    "codetools",
    "foreach",
    "glmnet",
    "iterators",
    "lattice",
    "Matrix",
    "Rcpp",
    "RcppEigen",
    "shape",
    "survival"
  ],
  "_vignettes": [
    {
      "source": "intro.rmd",
      "filename": "intro.html",
      "title": "Introduction to glmnetUtils",
      "engine": "knitr::rmarkdown",
      "headings": [
        "The formula interface",
        "Generating the model matrix",
        "Using model.frame",
        "Manually building the model matrix",
        "Speed comparisons",
        "Sparse model matrix",
        "Crossvalidation for $\\alpha$",
        "Conclusion"
      ],
      "created": "2016-10-19 06:46:24",
      "modified": "2023-09-10 05:15:30",
      "commits": 13
    }
  ],
  "_score": 9.636642634085742,
  "_indexed": true,
  "_nocasepkg": "glmnetutils",
  "_universes": [
    "hongooi73"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.1.9",
      "date": "2026-06-03T10:06:30.000Z",
      "distro": "noble",
      "commit": "bbf9ac5b8d53c912a6e73a938e17645332e3e2c8",
      "fileid": "ba52b3d152e3c8a2e02aeb50e48d2cffa76eb7c70027e721ebe9d68eca2b84ee",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/hongooi73/actions/runs/26877578983"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.1.9",
      "date": "2026-06-03T10:06:07.000Z",
      "distro": "noble",
      "commit": "bbf9ac5b8d53c912a6e73a938e17645332e3e2c8",
      "fileid": "14365f5aaaada717ead8cab86ce956caad141d523ebff56add972bb284a39cc7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/hongooi73/actions/runs/26877578983"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.1.9",
      "date": "2026-06-03T10:05:27.000Z",
      "commit": "bbf9ac5b8d53c912a6e73a938e17645332e3e2c8",
      "fileid": "97a86fae0aab336bde545f00f718cb45938139662e86fd27262efce81c806b8c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/hongooi73/actions/runs/26877578983"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.1.9",
      "date": "2026-06-03T10:05:28.000Z",
      "commit": "bbf9ac5b8d53c912a6e73a938e17645332e3e2c8",
      "fileid": "7e013969e42c441dc62357685d18e13e350116a12563e81e7519dad7e0bae3c0",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/hongooi73/actions/runs/26877578983"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.1.9",
      "date": "2026-06-03T10:06:19.000Z",
      "commit": "bbf9ac5b8d53c912a6e73a938e17645332e3e2c8",
      "fileid": "51a7cb78599c2ef41953e7c53f4a7ce5f150cf40a0d36bbb1140d19d229513d1",
      "status": "success",
      "buildurl": "https://github.com/r-universe/hongooi73/actions/runs/26877578983"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.1.9",
      "date": "2026-06-03T10:05:21.000Z",
      "commit": "bbf9ac5b8d53c912a6e73a938e17645332e3e2c8",
      "fileid": "ce0b7da38ae30c678fe92adf8dff22e5217bab31a50eaf105e06702101f3a4ae",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/hongooi73/actions/runs/26877578983"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.1.9",
      "date": "2026-06-03T10:05:19.000Z",
      "commit": "bbf9ac5b8d53c912a6e73a938e17645332e3e2c8",
      "fileid": "6d4058a50b67116047ea783a084f13bdf50d208c9765adc5c6187be82a819df6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/hongooi73/actions/runs/26877578983"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.1.9",
      "date": "2026-06-03T10:05:25.000Z",
      "commit": "bbf9ac5b8d53c912a6e73a938e17645332e3e2c8",
      "fileid": "134826aafe1de088463083757e07157c6fddcca57672c68317864d032a37ddcb",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/hongooi73/actions/runs/26877578983"
    }
  ]
}