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  "Package": "Modalclust",
  "Type": "Package",
  "Title": "Hierarchical Modal Clustering",
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  "Date": "2018-11-11",
  "Author": "Surajit Ray and Yansong Cheng",
  "Maintainer": "Surajit Ray <surajit.ray@glasgow.ac.uk>",
  "Description": "Performs Modal Clustering (MAC) including Hierarchical\nModal Clustering (HMAC) along with their parallel\nimplementation (PHMAC) over several processors.  These\nmodel-based non-parametric clustering techniques can extract\nclusters in very high dimensions with arbitrary density shapes.\nBy default clustering is performed over several resolutions and\nthe results are summarised as a hierarchical tree. Associated\nplot functions are also provided. There is a package vignette\nthat provides many examples. This version adheres to CRAN\npolicy of not spanning more than two child processes by\ndefault.",
  "License": "GPL-2",
  "Packaged": {
    "Date": "2026-05-14 07:54:26 UTC",
    "User": "root"
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  "NeedsCompilation": "no",
  "Repository": "https://surajitstat.r-universe.dev",
  "Date/Publication": "2018-11-14 07:20:03 UTC",
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    "author": "Surajit Ray <surajit.ray@glasgow.ac.uk>",
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    "email": "surajit.ray@glasgow.ac.uk",
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    "extra/citation.json",
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    "manual.pdf"
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  "_realowner": "surajitstat",
  "_cranurl": false,
  "_releases": [
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      "date": "2010-11-13"
    },
    {
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      "date": "2012-01-15"
    },
    {
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    "plot.hmac",
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    "soft.hmac",
    "summary.hmac"
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      "file": "cta20.hmac.rda",
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      "fields": [],
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      "tojson": false
    },
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    },
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      "object": "disc2d.hmac",
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    },
    {
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      "title": "Two and three dimensional data representing two half discs",
      "object": "disc3d",
      "file": "disc3d.hmac.rda",
      "class": [
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      ],
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        "V2",
        "V3"
      ],
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      "table": true,
      "tojson": true
    },
    {
      "name": "disc3d.hmac",
      "title": "Two and three dimensional data representing two half discs",
      "object": "disc3d.hmac",
      "file": "disc3d.hmac.rda",
      "class": [
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      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
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      "title": "Two dimensional data in original and log scale",
      "object": "logcta20",
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        "V2"
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      "object": "logcta20.hmac",
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      "class": [
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      "table": false,
      "tojson": false
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      "table": false,
      "tojson": true
    },
    {
      "name": "oned.hmac",
      "title": "One dimensional data with two main clusters",
      "object": "oned.hmac",
      "file": "oned.hmac.rda",
      "class": [
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      ],
      "fields": [],
      "table": false,
      "tojson": false
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      "page": "choose.cluster",
      "title": "Choosing the cluster which is closest to a specified point",
      "topics": [
        "choose.cluster"
      ]
    },
    {
      "page": "contourHMAC",
      "title": "Plot clusters with different colors for two dimensional data overlayed on the contours of the original data.",
      "topics": [
        "contour",
        "contour.hmac"
      ]
    },
    {
      "page": "cta20",
      "title": "Two dimensional data in original and log scale",
      "topics": [
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        "cta20.hmac",
        "logcta20",
        "logcta20.hmac"
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    },
    {
      "page": "disc2d",
      "title": "Two and three dimensional data representing two half discs",
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        "disc2d.hmac",
        "disc3d",
        "disc3d.hmac"
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      "topics": [
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      ]
    },
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      "topics": [
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      ]
    },
    {
      "page": "HMAC",
      "title": "Perform Modal Clustering in serial mode only",
      "topics": [
        "hmac"
      ]
    },
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      "title": "Calculate the smoothing paramters for implementation of Modal Clustering.",
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        "khat.inv",
        "sdofnorm"
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      "topics": [
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        "mydmvnorm"
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    },
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      "title": "One dimensional data with two main clusters",
      "topics": [
        "oned",
        "oned.hmac"
      ]
    },
    {
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      "title": "Main function for performing Modal Clusters either parallel or serial mode.",
      "topics": [
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        "phmac"
      ]
    },
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      "page": "plot.hmac",
      "title": "Plots of heierarchical tree for a 'hmac' object",
      "topics": [
        "plot",
        "plot.hmac"
      ]
    },
    {
      "page": "soft.HMAC",
      "title": "Plot soft clusters from Modal Clustering output",
      "topics": [
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      ]
    },
    {
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      "title": "Summary of HMAC output",
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        "summary.hmac"
      ]
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      "title": "Model based clustering via mode identification",
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      "created": "2014-01-16",
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