{
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  "Package": "aweSOM",
  "Title": "Interactive Self-Organizing Maps",
  "Version": "1.3",
  "Date": "2022-08-30",
  "Authors@R": "c(person(\"Julien\", \"Boelaert\", role= c(\"aut\", \"cre\"), email=\"julien.boelaert@univ-lille.fr\"), \nperson(\"Etienne\", \"Ollion\", role= \"aut\"),\nperson(\"Jan\", \"Sodoge\", role= \"aut\"),\nperson(\"Mohamed\", \"Megdoud\", role= \"ctb\"),\nperson(\"Otmane\", \"Naji\", role= \"ctb\"),\nperson(\"Arnaud\", \"Lemba Kote\", role= \"ctb\"),\nperson(\"Theo\", \"Renoud\", role= \"ctb\"),\nperson(\"Samuel\", \"Hym\", role= \"ctb\"))",
  "Description": "Self-organizing maps (also known as SOM, see Kohonen\n(2001) <doi:10.1007/978-3-642-56927-2>) are a method for\ndimensionality reduction and clustering of continuous data.\nThis package introduces interactive (html) graphics for easier\nanalysis of SOM results. It also features an interactive\ninterface, for push-button training and visualization of SOM on\nnumeric, categorical or mixed data, as well as tools to\nevaluate the quality of SOM.",
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  "Author": "Julien Boelaert [aut, cre], Etienne Ollion [aut], Jan Sodoge\n[aut], Mohamed Megdoud [ctb], Otmane Naji [ctb], Arnaud Lemba\nKote [ctb], Theo Renoud [ctb], Samuel Hym [ctb]",
  "Maintainer": "Julien Boelaert <julien.boelaert@univ-lille.fr>",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2022-08-30 14:40:02 UTC",
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  "_published": "2026-06-05T07:18:27.161Z",
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      "date": "2021-03-18"
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    "aweSOMdendrogram",
    "aweSOMplot",
    "aweSOMreorder",
    "aweSOMscreeplot",
    "aweSOMsilhouette",
    "aweSOMsmoothdist",
    "cdt",
    "somDist",
    "somInit",
    "somQuality"
  ],
  "_help": [
    {
      "page": "aweSOM-package",
      "title": "Interactive Self-Organizing Maps",
      "topics": [
        "aweSOM-package"
      ]
    },
    {
      "page": "aweSOM",
      "title": "aweSOM interface",
      "topics": [
        "aweSOM"
      ]
    },
    {
      "page": "aweSOMdendrogram",
      "title": "Dendogram of hierarchical clustering of SOM cells",
      "topics": [
        "aweSOMdendrogram"
      ]
    },
    {
      "page": "aweSOMplot",
      "title": "Interactive SOM plots",
      "topics": [
        "aweSOMplot"
      ]
    },
    {
      "page": "aweSOMreorder",
      "title": "Reorder variables for SOM plot",
      "topics": [
        "aweSOMreorder"
      ]
    },
    {
      "page": "aweSOMscreeplot",
      "title": "Screeplot of SOM superclasses",
      "topics": [
        "aweSOMscreeplot"
      ]
    },
    {
      "page": "aweSOMsilhouette",
      "title": "Silhouette plot of SOM superclasses",
      "topics": [
        "aweSOMsilhouette"
      ]
    },
    {
      "page": "aweSOMsmoothdist",
      "title": "Smooth Distance Plot for SOM",
      "topics": [
        "aweSOMsmoothdist"
      ]
    },
    {
      "page": "cdt",
      "title": "Complete disjunctive table",
      "topics": [
        "cdt"
      ]
    },
    {
      "page": "somDist",
      "title": "Distance measures on a SOM",
      "topics": [
        "somDist"
      ]
    },
    {
      "page": "somInit",
      "title": "Initialize SOM prototypes",
      "topics": [
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      ]
    },
    {
      "page": "somQuality",
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        "The aweSOM package",
        "Importing data and training a SOM",
        "Assessing the quality of the map",
        "Superclasses of SOM",
        "Plotting general map information",
        "Plotting numeric variables on the map",
        "Plotting a categorical variable on the map",
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      "modified": "2021-03-18 17:30:02",
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