{
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  "Package": "svs",
  "Title": "Tools for Semantic Vector Spaces",
  "Version": "3.1.1",
  "Authors@R": "person(\"Koen\", \"Plevoets\", email = \"koen.plevoets@ugent.be\",\nrole = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0003-3889-1809\"))",
  "Description": "Various tools for semantic vector spaces, such as\ncorrespondence analysis (simple, multiple and discriminant),\nlatent semantic analysis, probabilistic latent semantic\nanalysis, non-negative matrix factorization, latent class\nanalysis, EM clustering, logratio analysis and\nlog-multiplicative (association) analysis. Furthermore, there\nare specialized distance measures, plotting functions and some\nhelper functions.",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "Date": "2024-06-24",
  "RoxygenNote": "7.3.1",
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  "Author": "Koen Plevoets [aut, cre]\n(<https://orcid.org/0000-0003-3889-1809>)",
  "Maintainer": "Koen Plevoets <koen.plevoets@ugent.be>",
  "Repository": "https://kplevoet.r-universe.dev",
  "Date/Publication": "2024-06-25 02:47:32 UTC",
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  "_created": "2026-09-23T07:17:49.000Z",
  "_published": "2026-09-23T07:46:37.365Z",
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  "_assets": [
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    "extra/citation.html",
    "extra/citation.json",
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      "date": "2015-10-15"
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      "date": "2015-10-16"
    },
    {
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      "date": "2015-10-18"
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    },
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      "date": "2020-11-09"
    },
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      "date": "2024-06-24"
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    "centers_ca",
    "complete_pvpick",
    "dat2dc",
    "dat2ddc",
    "dat2ind",
    "dist_chisq",
    "dist_chisquare",
    "dist_cos",
    "dist_cosine",
    "dist_wrt",
    "dist_wrt_centers",
    "fast_dca",
    "fast_E_M",
    "fast_EM",
    "fast_lca",
    "fast_lma",
    "fast_lra",
    "fast_lsa",
    "fast_lsi",
    "fast_mca",
    "fast_nmf",
    "fast_nmf_Al",
    "fast_nmf_Fr",
    "fast_nmf_KL",
    "fast_plsa",
    "fast_plsi",
    "fast_psa",
    "fast_psi",
    "fast_rca",
    "fast_sca",
    "freq_ca",
    "gw_bin",
    "gw_ent",
    "gw_gfidf",
    "gw_idf",
    "gw_idf_alt",
    "gw_nor",
    "gw_raw",
    "layout4bipartite",
    "layout4diagram",
    "log_or_0",
    "lw_bin",
    "lw_log",
    "lw_raw",
    "lw_tf",
    "mi",
    "MI",
    "outerec",
    "pc_plot",
    "pmi",
    "PMI",
    "rep4dat",
    "tab2dat",
    "tab2ind",
    "vec2dc",
    "vec2ddc",
    "vec2ind"
  ],
  "_help": [
    {
      "page": "svs-package",
      "title": "Tools for Semantic Vector Spaces",
      "topics": [
        "svs-package"
      ]
    },
    {
      "page": "cd_plot",
      "title": "Plotting a Cumulative Distribution",
      "topics": [
        "cd_plot"
      ]
    },
    {
      "page": "centers_ca",
      "title": "Compute Coordinates for Cluster Centers",
      "topics": [
        "centers_ca"
      ]
    },
    {
      "page": "complete_pvpick",
      "title": "Complete the Output of 'pvpick'",
      "topics": [
        "complete_pvpick"
      ]
    },
    {
      "page": "Ctxt_Dut.txt",
      "title": "Context Words for seventeen Dutch Words",
      "topics": [
        "Ctxt_Dut.txt"
      ]
    },
    {
      "page": "Ctxt_Eng.txt",
      "title": "Context Words for seventeen Dutch Words Translated from French",
      "topics": [
        "Ctxt_Eng.txt"
      ]
    },
    {
      "page": "Ctxt_Fra.txt",
      "title": "Context Words for seventeen Dutch Words Translated from French",
      "topics": [
        "Ctxt_Fra.txt"
      ]
    },
    {
      "page": "dat2ddc",
      "title": "Transform a Data Frame into a Double-Coded Matrix",
      "topics": [
        "dat2dc",
        "dat2ddc"
      ]
    },
    {
      "page": "dat2ind",
      "title": "Transform a Data Frame into an Indicator Matrix",
      "topics": [
        "dat2ind"
      ]
    },
    {
      "page": "dist_chisquare",
      "title": "Compute Chi-square Distances",
      "topics": [
        "dist_chisq",
        "dist_chisquare"
      ]
    },
    {
      "page": "dist_cosine",
      "title": "Compute Cosine Distances",
      "topics": [
        "dist_cos",
        "dist_cosine"
      ]
    },
    {
      "page": "dist_wrt",
      "title": "Compute Distances with respect to a certain Point",
      "topics": [
        "dist_wrt"
      ]
    },
    {
      "page": "dist_wrt_centers",
      "title": "Compute Distances with respect to Cluster Centers",
      "topics": [
        "dist_wrt_centers"
      ]
    },
    {
      "page": "fast_dca",
      "title": "Discriminant Correspondence Analysis",
      "topics": [
        "fast_dca"
      ]
    },
    {
      "page": "fast_E_M",
      "title": "EM clustering",
      "topics": [
        "fast_EM",
        "fast_E_M"
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    },
    {
      "page": "fast_lca",
      "title": "Latent Class Analysis",
      "topics": [
        "fast_lca"
      ]
    },
    {
      "page": "fast_lma",
      "title": "Log-Multiplicative Association Analysis",
      "topics": [
        "fast_lma",
        "fast_rca"
      ]
    },
    {
      "page": "fast_lra",
      "title": "Logratio Analysis",
      "topics": [
        "fast_lra"
      ]
    },
    {
      "page": "fast_lsa",
      "title": "Latent Semantic Analysis",
      "topics": [
        "fast_lsa",
        "fast_lsi"
      ]
    },
    {
      "page": "fast_mca",
      "title": "Multiple Correspondence Analysis",
      "topics": [
        "fast_mca"
      ]
    },
    {
      "page": "fast_nmf",
      "title": "Non-negative Matrix Factorization",
      "topics": [
        "fast_nmf",
        "fast_nmf_Al",
        "fast_nmf_Fr",
        "fast_nmf_KL"
      ]
    },
    {
      "page": "fast_psa",
      "title": "Probabilistic Latent Semantic Analysis",
      "topics": [
        "fast_plsa",
        "fast_plsi",
        "fast_psa",
        "fast_psi"
      ]
    },
    {
      "page": "fast_sca",
      "title": "Simple Correspondence Analysis",
      "topics": [
        "fast_sca"
      ]
    },
    {
      "page": "freq_ca",
      "title": "Compute Level Frequencies (for a Factor or Vector)",
      "topics": [
        "freq_ca"
      ]
    },
    {
      "page": "InvT_Eng.txt",
      "title": "Seventeen Dutch Target Words and their English Source Words",
      "topics": [
        "InvT_Eng.txt"
      ]
    },
    {
      "page": "InvT_Fra.txt",
      "title": "Seventeen Dutch Target Words and their French Source Words",
      "topics": [
        "InvT_Fra.txt"
      ]
    },
    {
      "page": "layout4bipartite",
      "title": "Create a Layout Matrix for a Bipartite Graph",
      "topics": [
        "layout4bipartite",
        "layout4diagram"
      ]
    },
    {
      "page": "log_or_0",
      "title": "Logarithmic transform",
      "topics": [
        "log_or_0"
      ]
    },
    {
      "page": "MI",
      "title": "Mutual Information",
      "topics": [
        "MI",
        "mi"
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    },
    {
      "page": "outerec",
      "title": "Recursive Application of the Outer Product",
      "topics": [
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    },
    {
      "page": "pc_plot",
      "title": "Plotting Parallel Coordinates",
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    },
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        "pmi"
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