{
  "_id": "6a229dd5cd65a98ecbd57f31",
  "Package": "GRNNs",
  "Title": "General Regression Neural Networks Package",
  "Version": "0.1.0",
  "Authors@R": "person(given = \"Shufeng\",\nfamily = \"LI\",\nrole = c(\"aut\", \"cre\"),\nemail = \"lisf@xtbg.org.cn\",\ncomment = c(ORCID = \"0000-0002-5144-4432\"))",
  "Description": "This General Regression Neural Networks Package uses\nvarious distance functions. It was motivated by Specht (1991,\nISBN:1045-9227), and updated from previous published paper Li\net al. (2016) <doi:10.1016/j.palaeo.2015.11.005>. This package\nincludes various functions, although \"euclidean\" distance is\nused traditionally.",
  "License": "GPL (>= 3)",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.1.1",
  "Config/testthat/edition": "3",
  "VignetteBuilder": "knitr",
  "Repository": "https://shufeng-li.r-universe.dev",
  "Date/Publication": "2021-09-10 01:21:19 UTC",
  "RemoteUrl": "https://github.com/shufeng-li/grnns",
  "RemoteRef": "HEAD",
  "RemoteSha": "8c0423e9516fec6a25fc012f5ac8e60ab3ac4f6c",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-05 09:55:34 UTC",
    "User": "root"
  },
  "Author": "Shufeng LI [aut, cre] (ORCID: <https://orcid.org/0000-0002-5144-4432>)",
  "Maintainer": "Shufeng LI <lisf@xtbg.org.cn>",
  "MD5sum": "c66581e9ba30769f350d54e1cdb5fb52",
  "_user": "shufeng-li",
  "_type": "src",
  "_file": "GRNNs_0.1.0.tar.gz",
  "_fileid": "0bec60a438b57bc0c98aa54a88e0aea1ee388bac79866284f4f8a2d2b7d24706",
  "_filesize": 170410,
  "_sha256": "0bec60a438b57bc0c98aa54a88e0aea1ee388bac79866284f4f8a2d2b7d24706",
  "_created": "2026-06-05T09:55:34.000Z",
  "_published": "2026-06-05T09:58:45.866Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79705141918,
      "time": 140,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7433872194"
    },
    {
      "job": 79705141965,
      "time": 142,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7433872855"
    },
    {
      "job": 79705141926,
      "time": 154,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7433866885"
    },
    {
      "job": 79705141925,
      "time": 154,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7433868110"
    },
    {
      "job": 79704769492,
      "time": 148,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7433828307"
    },
    {
      "job": 79705141923,
      "time": 122,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7433866440"
    },
    {
      "job": 79705141940,
      "time": 96,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7433858236"
    },
    {
      "job": 79705142016,
      "time": 94,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7433857492"
    },
    {
      "job": 79705141966,
      "time": 115,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7433864408"
    }
  ],
  "_buildurl": "https://github.com/r-universe/shufeng-li/actions/runs/27008113061",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/shufeng-li/grnns",
  "_commit": {
    "id": "8c0423e9516fec6a25fc012f5ac8e60ab3ac4f6c",
    "author": "Shufeng Li <89012189+Shufeng-Li@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Add files via upload",
    "time": 1631236879
  },
  "_maintainer": {
    "name": "Shufeng LI",
    "email": "lisf@xtbg.org.cn",
    "login": "shufeng-li",
    "description": "",
    "uuid": 89012189,
    "orcid": "0000-0002-5144-4432"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "cvTools",
      "role": "Imports"
    },
    {
      "package": "rdist",
      "role": "Imports"
    },
    {
      "package": "scales",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "vegan",
      "role": "Imports"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "shufeng-li",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 2,
  "_contributors": [
    {
      "user": "shufeng-li",
      "count": 15,
      "uuid": 89012189
    }
  ],
  "_userbio": {
    "uuid": 89012189,
    "type": "user",
    "name": "Shufeng Li"
  },
  "_downloads": {
    "count": 148,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/GRNNs"
  },
  "_devurl": "https://github.com/shufeng-li/grnns",
  "_searchresults": 4,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/GRNNs.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/shufeng-li/grnns",
  "_realowner": "shufeng-li",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2021-09-08"
    }
  ],
  "_exports": [
    "findSpread",
    "findSpreadRdist",
    "findSpreadVegan",
    "grnn",
    "grnn.distance",
    "grnn.kfold",
    "veg.distance"
  ],
  "_datasets": [
    {
      "name": "met",
      "title": "meteorological dataset",
      "object": "met",
      "class": [
        "data.frame"
      ],
      "fields": [
        "MAT",
        "WMMT",
        "CMMT",
        "GROWSEAS",
        "GSP",
        "MMGSP",
        "Three_WET",
        "Three_DRY",
        "RH",
        "SH",
        "ENTHAL"
      ],
      "rows": 378,
      "table": true,
      "tojson": true
    },
    {
      "name": "physg",
      "title": "physiognomy dataset",
      "object": "physg",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Lobed",
        "No.Teeth",
        "Regular.teeth",
        "Close.teeth",
        "Round.teeth",
        "Acute.teeth",
        "Compound.teeth",
        "Nanophyll",
        "Leptophyll.1",
        "Leptophyll.2",
        "Microphyll.1",
        "Microphyll.2",
        "Microphyll.3",
        "Mesophyll.1",
        "Mesophyll.2",
        "Mesophyll.3",
        "Emarginate.apex",
        "Round.apex",
        "Acute.apex",
        "Attenuate.apex",
        "Cordate.base",
        "Round.base",
        "Acute.base",
        "L.W..1.1",
        "L.W.1.2.1",
        "L.W.2.3.1",
        "L.W.3.4.1",
        "L.W..4.1",
        "Obovate",
        "Elliptic",
        "Ovate"
      ],
      "rows": 378,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "findSpread",
      "title": "Find best spread",
      "topics": [
        "findSpread"
      ]
    },
    {
      "page": "findSpreadRdist",
      "title": "find best spreads using Rdist",
      "topics": [
        "findSpreadRdist"
      ]
    },
    {
      "page": "findSpreadVegan",
      "title": "Find best spread using vegan function",
      "topics": [
        "findSpreadVegan"
      ]
    },
    {
      "page": "grnn",
      "title": "General Regression Neural Networks (GRNNs)",
      "topics": [
        "grnn"
      ]
    },
    {
      "page": "grnn.distance",
      "title": "grnn distance",
      "topics": [
        "grnn.distance"
      ]
    },
    {
      "page": "grnn.kfold",
      "title": "General Regression Neural Networks (GRNNs)",
      "topics": [
        "grnn.kfold"
      ]
    },
    {
      "page": "met",
      "title": "meteorological dataset",
      "topics": [
        "met"
      ]
    },
    {
      "page": "physg",
      "title": "physiognomy dataset",
      "topics": [
        "physg"
      ]
    },
    {
      "page": "veg.distance",
      "title": "distance using vegdist",
      "topics": [
        "veg.distance"
      ]
    }
  ],
  "_readme": "https://github.com/shufeng-li/grnns/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "cluster",
    "cvTools",
    "DEoptimR",
    "farver",
    "glue",
    "labeling",
    "lattice",
    "lifecycle",
    "MASS",
    "Matrix",
    "mgcv",
    "nlme",
    "permute",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "rdist",
    "rlang",
    "robustbase",
    "scales",
    "vegan",
    "viridisLite"
  ],
  "_vignettes": [
    {
      "source": "GRNNs.Rmd",
      "filename": "GRNNs.html",
      "title": "General Regression Neural Networks (GRNNs) package",
      "author": "Shufeng Li",
      "engine": "knitr::rmarkdown",
      "headings": [
        "dataset",
        "The performance of GRNNs model",
        "Find best spreads",
        "grnn",
        "grnn distance",
        "references"
      ],
      "created": "2021-08-20 06:53:11",
      "modified": "2021-09-10 01:21:19",
      "commits": 2
    }
  ],
  "_score": 4,
  "_indexed": true,
  "_nocasepkg": "grnns",
  "_universes": [
    "shufeng-li"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-06-05T09:57:38.000Z",
      "distro": "noble",
      "commit": "8c0423e9516fec6a25fc012f5ac8e60ab3ac4f6c",
      "fileid": "4fd743fd6d20afc275a03f32a5de0581799b8d832ea00148b209c7df68601ad0",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/shufeng-li/actions/runs/27008113061"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-06-05T09:57:37.000Z",
      "distro": "noble",
      "commit": "8c0423e9516fec6a25fc012f5ac8e60ab3ac4f6c",
      "fileid": "1ece2b595de33f785f5242a74824047db199f2ff18d766a4d16732728727de20",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/shufeng-li/actions/runs/27008113061"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-06-05T09:57:36.000Z",
      "commit": "8c0423e9516fec6a25fc012f5ac8e60ab3ac4f6c",
      "fileid": "c68110675a9e9b1729bdcfb41041771ac0385f6b2ad86a0df7eebca3861aed54",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/shufeng-li/actions/runs/27008113061"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-06-05T09:57:32.000Z",
      "commit": "8c0423e9516fec6a25fc012f5ac8e60ab3ac4f6c",
      "fileid": "0118afbdf321e73264036f5a8eb6a27d230aad9a87b67745f2b3978031364032",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/shufeng-li/actions/runs/27008113061"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.0",
      "date": "2026-06-05T09:57:55.000Z",
      "commit": "8c0423e9516fec6a25fc012f5ac8e60ab3ac4f6c",
      "fileid": "52880a4935b9a29a93796ec85267befdb64a17f8ba89d8525c6fd002f5bd0721",
      "status": "success",
      "buildurl": "https://github.com/r-universe/shufeng-li/actions/runs/27008113061"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-06-05T09:56:48.000Z",
      "commit": "8c0423e9516fec6a25fc012f5ac8e60ab3ac4f6c",
      "fileid": "43968fb95e3a86df5c5158dfbb800b102d41fd009c8722cfac23120e0e419eb7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/shufeng-li/actions/runs/27008113061"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-06-05T09:56:46.000Z",
      "commit": "8c0423e9516fec6a25fc012f5ac8e60ab3ac4f6c",
      "fileid": "7212e9b0a4365654fcc64619233a3c2b3d3aa44bf52ccd29bf08fdf5c3d71384",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/shufeng-li/actions/runs/27008113061"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-06-05T09:57:03.000Z",
      "commit": "8c0423e9516fec6a25fc012f5ac8e60ab3ac4f6c",
      "fileid": "e0f7491baac00372e478792cd39d816bb5145a466c07f64a7cf86808ca5c8f96",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/shufeng-li/actions/runs/27008113061"
    }
  ]
}