{
  "_id": "6accda1ba14063b82c3a9ddd",
  "Package": "elmNNRcpp",
  "Type": "Package",
  "Title": "The Extreme Learning Machine Algorithm",
  "Version": "1.0.5",
  "Date": "2025-09-15",
  "Authors@R": "c( person(given = \"Lampros\", family = \"Mouselimis\", email = \"mouselimislampros@gmail.com\", role = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0002-8024-1546\")), person(given = \"Alberto\", family = \"Gosso\", email = \"gosso.alberto@gmail.com\", role = \"aut\"), person(given = \"Edwin\", family = \"de Jonge\", email = \"edwindjonge@gmail.com\", role = \"ctb\", comment = c(ORCID = \"0000-0002-6580-4718\", comment = \"Github Contributor\")) )",
  "BugReports": "https://github.com/mlampros/elmNNRcpp/issues",
  "URL": "https://github.com/mlampros/elmNNRcpp",
  "Description": "Training and predict functions for Single Hidden-layer\nFeedforward Neural Networks (SLFN) using the Extreme Learning\nMachine (ELM) algorithm. The ELM algorithm differs from the\ntraditional gradient-based algorithms for very short training\ntimes (it doesn't need any iterative tuning, this makes\nlearning time very fast) and there is no need to set any other\nparameters like learning rate, momentum, epochs, etc. This is a\nreimplementation of the 'elmNN' package using 'RcppArmadillo'\nafter the 'elmNN' package was archived. For more information,\nsee \"Extreme learning machine: Theory and applications\" by\nGuang-Bin Huang, Qin-Yu Zhu, Chee-Kheong Siew (2006), Elsevier\nB.V, <doi:10.1016/j.neucom.2005.12.126>.",
  "License": "GPL (>= 2)",
  "Encoding": "UTF-8",
  "VignetteBuilder": "knitr",
  "RoxygenNote": "7.3.2",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-10-12 12:54:44 UTC",
    "User": "root"
  },
  "Author": "Lampros Mouselimis [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-8024-1546>), Alberto Gosso [aut],\nEdwin de Jonge [ctb] (ORCID:\n<https://orcid.org/0000-0002-6580-4718>, comment: Github\nContributor)",
  "Maintainer": "Lampros Mouselimis <mouselimislampros@gmail.com>",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2025-09-15 18:20:02 UTC",
  "RemoteUrl": "https://github.com/cran/elmNNRcpp",
  "RemoteRef": "HEAD",
  "RemoteSha": "8cf850fc380a57166c03d8cfef71d9ed3d862dfa",
  "_user": "cran",
  "_type": "src",
  "_file": "elmNNRcpp_1.0.5.tar.gz",
  "_fileid": "https://r2.ropensci.org/4afd7cf5a5f51e6ab908f05377321a95ffef246a2fe2ec50c7fb9b4d4012641b",
  "_filesize": 512999,
  "_sha256": "4afd7cf5a5f51e6ab908f05377321a95ffef246a2fe2ec50c7fb9b4d4012641b",
  "_expires": "2027-01-20T13:01:13.000Z",
  "_created": "2026-10-12T12:54:44.000Z",
  "_published": "2026-10-12T13:01:14.801Z",
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/38251581079",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 114820778098,
      "time": 139,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11748706604"
    },
    {
      "job": 114820778139,
      "time": 211,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11749296116"
    },
    {
      "job": 114820778212,
      "time": 124,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11748856739"
    },
    {
      "job": 114820778109,
      "time": 164,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11749061194"
    },
    {
      "job": 114819167894,
      "time": 257,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11748471511"
    },
    {
      "job": 114820778018,
      "time": 107,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11748926025"
    },
    {
      "job": 114820778095,
      "time": 343,
      "config": "windows-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11749356495"
    },
    {
      "job": 114820778025,
      "time": 144,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11748237043"
    },
    {
      "job": 114820778221,
      "time": 230,
      "config": "windows-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11749191289"
    },
    {
      "job": 114820778143,
      "time": 130,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11749501451"
    }
  ],
  "_upstream": "https://github.com/cran/elmNNRcpp",
  "_commit": {
    "id": "8cf850fc380a57166c03d8cfef71d9ed3d862dfa",
    "author": "Lampros Mouselimis <mouselimislampros@gmail.com>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.0.5\n",
    "time": 1757960402
  },
  "_maintainer": {
    "name": "Lampros Mouselimis",
    "email": "mouselimislampros@gmail.com",
    "login": "mlampros",
    "description": "Search (a little bit) and you'll find...",
    "uuid": 3055514,
    "orcid": "0000-0002-8024-1546"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.0.2",
      "role": "Depends"
    },
    {
      "package": "KernelKnn",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "version": ">= 0.8",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "version": ">= 0.12.17",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "covr",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 6,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "mlampros",
      "count": 6,
      "uuid": 3055514
    }
  ],
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "followers": 630,
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 829,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/elmNNRcpp"
  },
  "_mentions": 2,
  "_devurl": "https://github.com/mlampros/elmnnrcpp",
  "_searchresults": 41,
  "_topics": [
    "openblas",
    "cpp",
    "openmp"
  ],
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/elmNNRcpp.html",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_homeurl": "https://github.com/mlampros/elmnnrcpp",
  "_realowner": "mlampros",
  "_cranurl": false,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2018-07-05"
    },
    {
      "version": "1.0.1",
      "date": "2018-07-21"
    },
    {
      "version": "1.0.2",
      "date": "2020-06-13"
    },
    {
      "version": "1.0.3",
      "date": "2021-05-04"
    },
    {
      "version": "1.0.4",
      "date": "2022-01-28"
    },
    {
      "version": "1.0.5",
      "date": "2025-09-15"
    }
  ],
  "_exports": [
    "elm",
    "elm_predict",
    "elm_train",
    "onehot_encode"
  ],
  "_help": [
    {
      "page": "elm",
      "title": "Fit an extreme learning model",
      "topics": [
        "elm"
      ]
    },
    {
      "page": "elm_predict",
      "title": "Extreme Learning Machine predict function",
      "topics": [
        "elm_predict"
      ]
    },
    {
      "page": "elm_train",
      "title": "Extreme Learning Machine training function",
      "topics": [
        "elm_train"
      ]
    },
    {
      "page": "onehot_encode",
      "title": "One-hot-encoding of the labels in case of classification",
      "topics": [
        "onehot_encode"
      ]
    },
    {
      "page": "predict.elm",
      "title": "Predict with elm",
      "topics": [
        "predict.elm"
      ]
    }
  ],
  "_readme": "https://github.com/cran/elmNNRcpp/raw/HEAD/README.md",
  "_rundeps": [
    "KernelKnn",
    "Rcpp",
    "RcppArmadillo"
  ],
  "_sysdeps": [
    {
      "shlib": "liblapack",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.32+ds-5",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libblas",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.32+ds-5",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    },
    {
      "shlib": "libgomp",
      "package": "libgomp1",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "openmp",
      "homepage": "http://gcc.gnu.org/",
      "description": "GCC OpenMP (GOMP) support library"
    }
  ],
  "_vignettes": [
    {
      "source": "extreme_learning_machine.Rmd",
      "filename": "extreme_learning_machine.html",
      "title": "Extreme Learning Machine",
      "author": "Lampros Mouselimis",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Differences between the elmNN (R package) and the elmNNRcpp (Rcpp Package)",
        "The elmNNRcpp functions",
        "elmNNRcpp in case of Regression",
        "elmNNRcpp in case of Classification",
        "Classify MNIST digits using elmNNRcpp"
      ],
      "created": "2018-07-05 07:30:12",
      "modified": "2018-07-21 19:00:03",
      "commits": 2
    }
  ],
  "_score": 4.868056361823042,
  "_indexed": false,
  "_nocasepkg": "elmnnrcpp",
  "_universes": [
    "cran"
  ],
  "_indexurl": "https://mlampros.r-universe.dev/elmNNRcpp",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.5",
      "date": "2026-10-12T12:57:13.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "8cf850fc380a57166c03d8cfef71d9ed3d862dfa",
      "fileid": "https://r2.ropensci.org/6c8d51fc54fb586b060cc2c9bfbffb197731cb4fa5a83cc7bc473e6b5eb59338",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38251581079"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.5",
      "date": "2026-10-12T12:58:20.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "8cf850fc380a57166c03d8cfef71d9ed3d862dfa",
      "fileid": "https://r2.ropensci.org/393d6f40660c6072ba7cbd811ea8e16d11813fc39278632022d3e21c3f3de1fc",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38251581079"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.5",
      "date": "2026-10-12T12:56:58.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "8cf850fc380a57166c03d8cfef71d9ed3d862dfa",
      "fileid": "https://r2.ropensci.org/fee04ae6bdfd205b7db2ae86f2d12845e0a75e12eef40eccfc1e0cc09adfea5a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38251581079"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.5",
      "date": "2026-10-12T12:57:30.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "8cf850fc380a57166c03d8cfef71d9ed3d862dfa",
      "fileid": "https://r2.ropensci.org/d23875bc7be51c5a2f5525ccd9ff54e48fd8de7f6f9b6b47983718dc63175cdf",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38251581079"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.5",
      "date": "2026-10-12T12:56:56.000Z",
      "arch": "emscripten",
      "commit": "8cf850fc380a57166c03d8cfef71d9ed3d862dfa",
      "fileid": "https://r2.ropensci.org/f1a6b9fc956fd72c76fcfb1abe2e3d688f6b8afdb4af8cdc11f76bf924779729",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38251581079"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.5",
      "date": "2026-10-12T13:00:17.000Z",
      "arch": "aarch64",
      "commit": "8cf850fc380a57166c03d8cfef71d9ed3d862dfa",
      "fileid": "https://r2.ropensci.org/2913f87b8d939f807963d6379c0abd8ca9f6960952b6b3885dccec6f19b8a78b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38251581079"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.5",
      "date": "2026-10-12T12:56:03.000Z",
      "arch": "x86_64",
      "commit": "8cf850fc380a57166c03d8cfef71d9ed3d862dfa",
      "fileid": "https://r2.ropensci.org/21546afa9d2a0702679e8a23d321390edc745eb2103609121d104825babe0bc2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38251581079"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.5",
      "date": "2026-10-12T12:58:26.000Z",
      "arch": "aarch64",
      "commit": "8cf850fc380a57166c03d8cfef71d9ed3d862dfa",
      "fileid": "https://r2.ropensci.org/62806e2f2ce75f08473b06a5c908327b1a7da3895632d40de5e421f6697d9191",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38251581079"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.5",
      "date": "2026-10-12T12:56:13.000Z",
      "arch": "x86_64",
      "commit": "8cf850fc380a57166c03d8cfef71d9ed3d862dfa",
      "fileid": "https://r2.ropensci.org/a8f523a42a7dfe4b334d76039bd7bddc834fddd671d443ea617742ac7c9804dd",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38251581079"
    }
  ]
}