{
  "_id": "6acf40ead9de2f3f33fc99c9",
  "Package": "amelie",
  "Type": "Package",
  "Title": "Anomaly Detection with Normal Probability Functions",
  "Version": "0.2.1",
  "Authors@R": "c(person(\"Dmitriy\", \"Bolotov\", email = \"dbolotov@live.com\", role = c(\"aut\", \"cre\")))",
  "Description": "Implements anomaly detection as binary classification for\ncross-sectional data. Uses maximum likelihood estimates and\nnormal probability functions to classify observations as\nanomalous. The method is presented in the following lecture\nfrom the Machine Learning course by Andrew Ng:\n<https://www.coursera.org/learn/machine-learning/lecture/C8IJp/algorithm/>,\nand is also described in: Aleksandar Lazarevic, Levent Ertoz,\nVipin Kumar, Aysel Ozgur, Jaideep Srivastava (2003)\n<doi:10.1137/1.9781611972733.3>.",
  "License": "GPL (>= 3)",
  "Encoding": "UTF-8",
  "RoxygenNote": "6.1.1",
  "VignetteBuilder": "knitr",
  "Repository": "https://dbolotov.r-universe.dev",
  "Date/Publication": "2019-03-18 06:39:35 UTC",
  "RemoteUrl": "https://github.com/dbolotov/amelie",
  "RemoteRef": "HEAD",
  "RemoteSha": "82d3d7bdc6ad10f9686e0eaad2ea87e7bc26893b",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-14 08:01:11 UTC",
    "User": "root"
  },
  "Author": "Dmitriy Bolotov [aut, cre]",
  "Maintainer": "Dmitriy Bolotov <dbolotov@live.com>",
  "_user": "dbolotov",
  "_type": "src",
  "_file": "amelie_0.2.1.tar.gz",
  "_fileid": "https://r2.ropensci.org/e8ec422680732a93575c59b4a07282bab2bd76c0716c21b7b55518485f580a0f",
  "_filesize": 104382,
  "_sha256": "e8ec422680732a93575c59b4a07282bab2bd76c0716c21b7b55518485f580a0f",
  "_expires": "2027-01-22T08:44:24.000Z",
  "_created": "2026-10-14T08:01:11.000Z",
  "_published": "2026-10-14T08:44:26.307Z",
  "_buildurl": "https://github.com/r-universe/dbolotov/actions/runs/38531876335",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 115746542602,
      "time": 104,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11877913997"
    },
    {
      "job": 115746542647,
      "time": 103,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11877764229"
    },
    {
      "job": 115746542589,
      "time": 180,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11880097951"
    },
    {
      "job": 115746542662,
      "time": 164,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11880616397"
    },
    {
      "job": 115745584636,
      "time": 147,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11878442938"
    },
    {
      "job": 115746542560,
      "time": 85,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11878602722"
    },
    {
      "job": 115746542764,
      "time": 65,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11877853805"
    },
    {
      "job": 115746542759,
      "time": 72,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11878323593"
    },
    {
      "job": 115746542557,
      "time": 66,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11877973737"
    }
  ],
  "_upstream": "https://github.com/dbolotov/amelie",
  "_commit": {
    "id": "82d3d7bdc6ad10f9686e0eaad2ea87e7bc26893b",
    "author": "dbolotov <dbolotov@live.com>",
    "committer": "dbolotov <dbolotov@live.com>",
    "message": "auto updated to add CRAN-RELEASE\n",
    "time": 1552891175
  },
  "_maintainer": {
    "name": "Dmitriy Bolotov",
    "email": "dbolotov@live.com",
    "login": "dbolotov",
    "description": "",
    "uuid": 1837186
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    }
  ],
  "_owner": "dbolotov",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_topics": [
    "anomaly-detection"
  ],
  "_stars": 0,
  "_contributors": [
    {
      "user": "dbolotov",
      "count": 151,
      "uuid": 1837186
    }
  ],
  "_userbio": {
    "uuid": 1837186,
    "type": "user",
    "name": "dbolotov",
    "followers": 8
  },
  "_downloads": {
    "count": 407,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/amelie"
  },
  "_mentions": 1,
  "_devurl": "https://github.com/dbolotov/amelie",
  "_searchresults": 5,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/amelie.html",
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_homeurl": "https://github.com/dbolotov/amelie",
  "_realowner": "dbolotov",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2018-02-22"
    },
    {
      "version": "0.2.0",
      "date": "2018-04-08"
    },
    {
      "version": "0.2.1",
      "date": "2019-03-18"
    }
  ],
  "_exports": [
    "ad",
    "pdfunc"
  ],
  "_help": [
    {
      "page": "ad",
      "title": "ad: anomaly detection with normal probability density functions.",
      "topics": [
        "ad",
        "ad.default",
        "ad.formula",
        "print.ad"
      ]
    },
    {
      "page": "amelie",
      "title": "amelie: A package for anomaly detection.",
      "topics": [
        "amelie-package",
        "amelie"
      ]
    },
    {
      "page": "pdfunc",
      "title": "Compute the probability density function of a matrix of features.",
      "topics": [
        "pdfunc"
      ]
    },
    {
      "page": "predict.ad",
      "title": "Predict method for ad Objects",
      "topics": [
        "predict.ad"
      ]
    }
  ],
  "_readme": "https://github.com/dbolotov/amelie/raw/HEAD/README.md",
  "_rundeps": [],
  "_vignettes": [
    {
      "source": "amelie-introduction.Rmd",
      "filename": "amelie-introduction.html",
      "title": "Amelie Introduction",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Description",
        "Concepts",
        "Univariate normal distribution",
        "Parameter estimation",
        "Density estimation",
        "Algorithm",
        "Multivariate anomaly detection algorithm",
        "Examples",
        "References"
      ],
      "created": "2018-02-19 06:44:57",
      "modified": "2018-03-23 04:08:41",
      "commits": 8
    }
  ],
  "_score": 3.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "amelie",
  "_universes": [
    "dbolotov"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.2.1",
      "date": "2026-10-14T08:04:26.000Z",
      "distro": "resolute",
      "commit": "82d3d7bdc6ad10f9686e0eaad2ea87e7bc26893b",
      "fileid": "https://r2.ropensci.org/169618b9dd54c6a5e61251a7255a3460792b50c3a87b50f046ab26a72419426c",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dbolotov/actions/runs/38531876335"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.2.1",
      "date": "2026-10-14T08:03:59.000Z",
      "distro": "resolute",
      "commit": "82d3d7bdc6ad10f9686e0eaad2ea87e7bc26893b",
      "fileid": "https://r2.ropensci.org/d90c66f3d69c596ef9551a56a14df4e2eeb63226ee611f5640b3de467a1d0c1a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dbolotov/actions/runs/38531876335"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.2.1",
      "date": "2026-10-14T08:41:00.000Z",
      "commit": "82d3d7bdc6ad10f9686e0eaad2ea87e7bc26893b",
      "fileid": "https://r2.ropensci.org/ca9ac32d3aae147bebfc7bde223f3d319dc07ecc4e6cc9508466dcea28e0e270",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dbolotov/actions/runs/38531876335"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.2.1",
      "date": "2026-10-14T08:43:26.000Z",
      "commit": "82d3d7bdc6ad10f9686e0eaad2ea87e7bc26893b",
      "fileid": "https://r2.ropensci.org/003dd0178ae8302dc0e22e68a5e5fa365d9f7d13e73f2af0b3299083fa91a435",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dbolotov/actions/runs/38531876335"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.2.1",
      "date": "2026-10-14T08:03:57.000Z",
      "commit": "82d3d7bdc6ad10f9686e0eaad2ea87e7bc26893b",
      "fileid": "https://r2.ropensci.org/a1c68d253858c1be91fa539b1ce367c15464c736ed7d10c5d352c750144c5bea",
      "status": "success",
      "buildurl": "https://github.com/r-universe/dbolotov/actions/runs/38531876335"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.2.1",
      "date": "2026-10-14T08:02:50.000Z",
      "commit": "82d3d7bdc6ad10f9686e0eaad2ea87e7bc26893b",
      "fileid": "https://r2.ropensci.org/d122f2f2bc165b9d2ed8c53419ff21c70078bfb6654127bf83cbd0946af64003",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dbolotov/actions/runs/38531876335"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.2.1",
      "date": "2026-10-14T08:02:52.000Z",
      "commit": "82d3d7bdc6ad10f9686e0eaad2ea87e7bc26893b",
      "fileid": "https://r2.ropensci.org/ace6a10977f19d5ef7cfe0ddb151d24ebec83643bb431b2abd71615a09390a0f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dbolotov/actions/runs/38531876335"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.2.1",
      "date": "2026-10-14T08:02:44.000Z",
      "commit": "82d3d7bdc6ad10f9686e0eaad2ea87e7bc26893b",
      "fileid": "https://r2.ropensci.org/bc8ab71d30bf5dc214b5afb5aaba7e487e49e43517a03e03bfb0891fc9982797",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dbolotov/actions/runs/38531876335"
    }
  ]
}