{
  "_id": "6accc0a0a14063b82c3a8b47",
  "Package": "gcdnet",
  "Title": "The (Adaptive) LASSO and Elastic Net Penalized Least Squares,\nLogistic Regression, Hybrid Huberized Support Vector Machines,\nSquared Hinge Loss Support Vector Machines and Expectile\nRegression using a Fast Generalized Coordinate Descent\nAlgorithm",
  "Version": "1.0.6",
  "Author": "Yi Yang <yi.yang6@mcgill.ca>, Yuwen Gu <yuwen.gu@uconn.edu>,\nHui Zou <hzou@stat.umn.edu>",
  "Maintainer": "Yi Yang <yi.yang6@mcgill.ca>",
  "Description": "Implements a generalized coordinate descent (GCD)\nalgorithm for computing the solution paths of the hybrid\nHuberized support vector machine (HHSVM) and its\ngeneralizations. Supported models include the (adaptive) LASSO\nand elastic net penalized least squares, logistic regression,\nHHSVM, squared hinge loss SVM and expectile regression.",
  "License": "GPL (>= 2)",
  "Encoding": "UTF-8",
  "URL": "https://github.com/emeryyi/gcdnet",
  "RoxygenNote": "7.2.0",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-10-12 11:08:14 UTC",
    "User": "root"
  },
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2022-08-14 01:30:02 UTC",
  "RemoteUrl": "https://github.com/cran/gcdnet",
  "RemoteRef": "HEAD",
  "RemoteSha": "4e14d2e32651deff9ee005e3230cfc53b7e2fef1",
  "_user": "cran",
  "_type": "src",
  "_file": "gcdnet_1.0.6.tar.gz",
  "_fileid": "https://r2.ropensci.org/06b1e53424f5328bf4006c4865c6d2ad2fe3614b17c362b402fa8d67778fe6ad",
  "_filesize": 284782,
  "_sha256": "06b1e53424f5328bf4006c4865c6d2ad2fe3614b17c362b402fa8d67778fe6ad",
  "_expires": "2027-01-20T11:12:31.000Z",
  "_created": "2026-10-12T11:08:14.000Z",
  "_published": "2026-10-12T11:12:32.748Z",
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/38240396852",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 114782467780,
      "time": 90,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11742613561"
    },
    {
      "job": 114782467648,
      "time": 118,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11742028352"
    },
    {
      "job": 114782467597,
      "time": 86,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11742193933"
    },
    {
      "job": 114782467600,
      "time": 102,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11743042881"
    },
    {
      "job": 114781409600,
      "time": 176,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11742418480"
    },
    {
      "job": 114782467529,
      "time": 86,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11742028265"
    },
    {
      "job": 114782467537,
      "time": 216,
      "config": "windows-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11741859041"
    },
    {
      "job": 114782467718,
      "time": 101,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11742312985"
    },
    {
      "job": 114782467636,
      "time": 206,
      "config": "windows-release-arm64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "11742613907"
    },
    {
      "job": 114782467481,
      "time": 77,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11742673479"
    }
  ],
  "_upstream": "https://github.com/cran/gcdnet",
  "_commit": {
    "id": "4e14d2e32651deff9ee005e3230cfc53b7e2fef1",
    "author": "Yi Yang <yi.yang6@mcgill.ca>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.0.6\n",
    "time": 1660440602
  },
  "_maintainer": {
    "name": "Yi Yang",
    "email": "yi.yang6@mcgill.ca",
    "login": "archer-yang-lab",
    "description": "",
    "uuid": 656945
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "grDevices",
      "role": "Imports"
    },
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "Matrix",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 5,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "archer-yang-lab",
      "count": 2,
      "uuid": 656945
    }
  ],
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "followers": 630,
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 2804,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/gcdnet"
  },
  "_mentions": 3,
  "_devurl": "https://github.com/emeryyi/gcdnet",
  "_searchresults": 92,
  "_topics": [
    "fortran",
    "glibc"
  ],
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/gcdnet.html",
    "extra/manual.pdf"
  ],
  "_homeurl": "https://github.com/archer-yang-lab/gcdnet",
  "_realowner": "archer-yang-lab",
  "_cranurl": false,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2012-03-01"
    },
    {
      "version": "1.0.1",
      "date": "2012-04-23"
    },
    {
      "version": "1.0.2",
      "date": "2013-02-24"
    },
    {
      "version": "1.0.3",
      "date": "2013-07-26"
    },
    {
      "version": "1.0.4",
      "date": "2013-11-19"
    },
    {
      "version": "1.0.5",
      "date": "2017-11-20"
    },
    {
      "version": "1.0.6",
      "date": "2022-08-14"
    }
  ],
  "_exports": [
    "coef",
    "cv.erpath",
    "cv.gcdnet",
    "cv.hsvmpath",
    "cv.logitpath",
    "cv.lspath",
    "cv.sqsvmpath",
    "gcdnet",
    "predict"
  ],
  "_datasets": [
    {
      "name": "FHT",
      "title": "FHT data introduced in Friedman et al. (2010).",
      "object": "FHT",
      "file": "FHT.rda",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "coef",
      "title": "Extract Model Coefficients",
      "topics": [
        "coef"
      ]
    },
    {
      "page": "coef.cv.gcdnet",
      "title": "Get coefficients or make coefficient predictions from a \"cv.gcdnet\" object.",
      "topics": [
        "coef.cv.gcdnet"
      ]
    },
    {
      "page": "coef.gcdnet",
      "title": "Get coefficients or make coefficient predictions from a \"gcdnet\" object.",
      "topics": [
        "coef.erpath",
        "coef.gcdnet",
        "coef.hsvmpath",
        "coef.logitpath",
        "coef.lspath",
        "coef.sqsvmpath"
      ]
    },
    {
      "page": "cv.gcdnet",
      "title": "Cross-validation for gcdnet",
      "topics": [
        "cv.erpath",
        "cv.gcdnet",
        "cv.hsvmpath",
        "cv.logitpath",
        "cv.lspath",
        "cv.sqsvmpath"
      ]
    },
    {
      "page": "FHT",
      "title": "FHT data introduced in Friedman et al. (2010).",
      "topics": [
        "FHT"
      ]
    },
    {
      "page": "gcdnet",
      "title": "Fits the regularization paths for large margin classifiers",
      "topics": [
        "gcdnet"
      ]
    },
    {
      "page": "plot.cv.gcdnet",
      "title": "Plot the cross-validation curve produced by cv.gcdnet",
      "topics": [
        "plot.cv.gcdnet"
      ]
    },
    {
      "page": "plot.gcdnet",
      "title": "Plot coefficients from a \"gcdnet\" object",
      "topics": [
        "plot.gcdnet"
      ]
    },
    {
      "page": "predict",
      "title": "Model predictions",
      "topics": [
        "predict"
      ]
    },
    {
      "page": "predict.cv.gcdnet",
      "title": "Make predictions from a \"cv.gcdnet\" object.",
      "topics": [
        "predict.cv.gcdnet"
      ]
    },
    {
      "page": "predict.gcdnet",
      "title": "Make predictions from a \"gcdnet\" object",
      "topics": [
        "predict.erpath",
        "predict.gcdnet",
        "predict.hsvmpath",
        "predict.logitpath",
        "predict.lspath",
        "predict.sqsvmpath"
      ]
    },
    {
      "page": "print.gcdnet",
      "title": "Print a gcdnet object",
      "topics": [
        "print.gcdnet"
      ]
    }
  ],
  "_rundeps": [
    "lattice",
    "Matrix"
  ],
  "_sysdeps": [
    {
      "shlib": "libgfortran",
      "package": "libgfortran5",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "fortran",
      "homepage": "http://gcc.gnu.org/",
      "description": "Runtime library for GNU Fortran applications"
    },
    {
      "shlib": "libmvec",
      "package": "libc6",
      "headers": "libc6-dev",
      "source": "glibc",
      "version": "2.43-2ubuntu2.4",
      "name": "glibc",
      "homepage": "https://www.gnu.org/software/libc/libc.html",
      "description": "GNU C Library: Shared libraries"
    }
  ],
  "_score": 4.06477835041552,
  "_indexed": false,
  "_nocasepkg": "gcdnet",
  "_universes": [
    "cran"
  ],
  "_indexurl": "https://archer-yang-lab.r-universe.dev/gcdnet",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.6",
      "date": "2026-10-12T11:09:44.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "4e14d2e32651deff9ee005e3230cfc53b7e2fef1",
      "fileid": "https://r2.ropensci.org/d0de54527ecd9728251b000a7ceea86ddef64bac86370c63480529e57ce3bcd3",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38240396852"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.6",
      "date": "2026-10-12T11:09:59.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "4e14d2e32651deff9ee005e3230cfc53b7e2fef1",
      "fileid": "https://r2.ropensci.org/3a5d36cf96fde8564953955dde683dce16aa7ca857a0b82310d4dbcd46235414",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38240396852"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.6",
      "date": "2026-10-12T11:09:42.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "4e14d2e32651deff9ee005e3230cfc53b7e2fef1",
      "fileid": "https://r2.ropensci.org/c8a733b6242a7c08358bbcb46610b85fc165c2c35444c8850c191cfa95f960ba",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38240396852"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.6",
      "date": "2026-10-12T11:09:56.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "4e14d2e32651deff9ee005e3230cfc53b7e2fef1",
      "fileid": "https://r2.ropensci.org/ebe7c6c79e993a3385daf76bc8559c7822d4d465ecfbc04c8ff8f20b7a7d3b6c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38240396852"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.6",
      "date": "2026-10-12T11:09:56.000Z",
      "arch": "emscripten",
      "commit": "4e14d2e32651deff9ee005e3230cfc53b7e2fef1",
      "fileid": "https://r2.ropensci.org/d162558a2bec2eb60ae7bad0527d281f9cb29f346bf98a0fcad73d4a2ca4839e",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38240396852"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.6",
      "date": "2026-10-12T11:11:32.000Z",
      "arch": "aarch64",
      "commit": "4e14d2e32651deff9ee005e3230cfc53b7e2fef1",
      "fileid": "https://r2.ropensci.org/6aaf6e57288bb9f4ad755867a69e7d213f387a4a34b8966df1efcdb3a9a1c245",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38240396852"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.6",
      "date": "2026-10-12T11:09:10.000Z",
      "arch": "x86_64",
      "commit": "4e14d2e32651deff9ee005e3230cfc53b7e2fef1",
      "fileid": "https://r2.ropensci.org/80e6bd035bae78dce6d49cbb9d54d0ebc9f56baf3eaca9e5c01e5f5acdbd84ae",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38240396852"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.6",
      "date": "2026-10-12T11:11:24.000Z",
      "arch": "aarch64",
      "commit": "4e14d2e32651deff9ee005e3230cfc53b7e2fef1",
      "fileid": "https://r2.ropensci.org/73a531105db16c782d920cae1959ed483baf64f321b62ec66ef223c78b7bdba3",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38240396852"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.6",
      "date": "2026-10-12T11:09:16.000Z",
      "arch": "x86_64",
      "commit": "4e14d2e32651deff9ee005e3230cfc53b7e2fef1",
      "fileid": "https://r2.ropensci.org/418d2aa53cdbcd590ac5efe1c5443ad9c0eeff1bc6417400258894578087888f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38240396852"
    }
  ]
}