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  "Package": "sbm",
  "Title": "Stochastic Blockmodels",
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  "Authors@R": "c(person(given = \"Julien\", family = \"Chiquet\", role = c(\"aut\", \"cre\"),\nemail = \"julien.chiquet@inrae.fr\",\ncomment = c(ORCID = \"0000-0002-3629-3429\")),\nperson(given = \"Sophie\", family = \"Donnet\", role = c(\"aut\"),\nemail = \"sophie.donnet@inrae.fr\",\ncomment = c(ORCID = \"0000-0003-4370-7316\")),\nperson(\"großBM team\", role = c(\"ctb\")),\nperson(given = \"Pierre\", family = \"Barbillon\", role = c(\"aut\"),\nemail = \"pierre.barbillon@agroparistech.fr\",\ncomment = c(ORCID = \"0000-0002-7766-7693\")))",
  "Description": "A collection of tools and functions to adjust a variety of\nstochastic blockmodels (SBM). Supports at the moment Simple,\nBipartite, 'Multipartite' and Multiplex SBM (undirected or\ndirected with Bernoulli, Poisson or Gaussian emission laws on\nthe edges, and possibly covariate for Simple and Bipartite\nSBM). See Léger (2016) <doi:10.48550/arXiv.1602.07587>,\n'Barbillon et al.' (2020) <doi:10.1111/rssa.12193> and 'Bar-Hen\net al.' (2020) <doi:10.48550/arXiv.1807.10138>.",
  "URL": "https://grosssbm.github.io/sbm/",
  "BugReports": "https://github.com/GrossSBM/sbm/issues",
  "License": "GPL (>= 3)",
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  "Collate": "'R6Class-SBM.R' 'R6Class-BipartiteSBM.R'\n'R6Class-BipartiteSBM_fit.R' 'R6Class-MultipartiteSBM.R'\n'R6Class-MultipartiteSBM_fit.R' 'R6Class-MultiplexSBM_fit.R'\n'R6Class-SimpleSBM.R' 'R6Class-SimpleSBM_fit.R' 'RcppExports.R'\n'defineSBM.R' 'estimate.R' 'fungusTreeNetwork.R'\n'multipartiteEcologicalNetwork.R' 'plotAlluvial.R'\n'plotMyMatrix.R' 'plotMyMultipartiteMatrix.R'\n'plotMyMultiplexMatrix.R' 'sample.R' 'sbm-package.R'\n'utils-pipe.R' 'utils.R' 'utils_plot.R' 'war.R'",
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  "Repository": "https://grosssbm.r-universe.dev",
  "Date/Publication": "2026-07-20 11:17:58 UTC",
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  "Packaged": {
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    "User": "root"
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  "Author": "Julien Chiquet [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-3629-3429>),\nSophie Donnet [aut] (ORCID: <https://orcid.org/0000-0003-4370-7316>),\ngroßBM team [ctb],\nPierre Barbillon [aut] (ORCID: <https://orcid.org/0000-0002-7766-7693>)",
  "Maintainer": "Julien Chiquet <julien.chiquet@inrae.fr>",
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  "_expires": "2027-01-06T08:18:45.000Z",
  "_created": "2026-09-28T07:42:11.000Z",
  "_published": "2026-09-28T08:18:47.768Z",
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    "defineSBM",
    "estimateBipartiteSBM",
    "estimateMultipartiteSBM",
    "estimateMultiplexSBM",
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    "is_SBM",
    "MultipartiteSBM",
    "MultipartiteSBM_fit",
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    "plotAlluvial",
    "plotMyMatrix",
    "plotMyMultipartiteMatrix",
    "plotMyMultiplexMatrix",
    "sampleBipartiteSBM",
    "sampleMultipartiteSBM",
    "sampleMultiplexSBM",
    "sampleSimpleSBM",
    "SimpleSBM",
    "SimpleSBM_fit"
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      "name": "fungusTreeNetwork",
      "title": "fungus-tree interaction network",
      "object": "fungusTreeNetwork",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "multipartiteEcologicalNetwork",
      "title": "Ecological multipartite interaction network",
      "object": "multipartiteEcologicalNetwork",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "war",
      "title": "War data set",
      "object": "war",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    }
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    {
      "page": "BipartiteSBM",
      "title": "R6 class for Bipartite SBM",
      "topics": [
        "BipartiteSBM"
      ]
    },
    {
      "page": "BipartiteSBM_fit",
      "title": "R6 Class definition of an Bipartite SBM fit",
      "topics": [
        "BipartiteSBM_fit"
      ]
    },
    {
      "page": "coef.SBM",
      "title": "Extract model coefficients",
      "topics": [
        "coef.SBM"
      ]
    },
    {
      "page": "defineSBM",
      "title": "Define a network",
      "topics": [
        "defineSBM"
      ]
    },
    {
      "page": "estimateBipartiteSBM",
      "title": "Estimation of Bipartite SBMs",
      "topics": [
        "estimateBipartiteSBM"
      ]
    },
    {
      "page": "estimateMultipartiteSBM",
      "title": "Estimation for multipartite SBM",
      "topics": [
        "estimateMultipartiteSBM"
      ]
    },
    {
      "page": "estimateMultiplexSBM",
      "title": "Estimation for Multiplex SBM",
      "topics": [
        "estimateMultiplexSBM"
      ]
    },
    {
      "page": "estimateSimpleSBM",
      "title": "Estimation of Simple SBMs",
      "topics": [
        "estimateSimpleSBM"
      ]
    },
    {
      "page": "fitted.SBM",
      "title": "Extract model fitted values",
      "topics": [
        "fitted.SBM"
      ]
    },
    {
      "page": "fungusTreeNetwork",
      "title": "fungus-tree interaction network",
      "topics": [
        "fungusTreeNetwork"
      ]
    },
    {
      "page": "is_SBM",
      "title": "Auxiliary function to check the given class of an object",
      "topics": [
        "is_SBM"
      ]
    },
    {
      "page": "multipartiteEcologicalNetwork",
      "title": "Ecological multipartite interaction network",
      "topics": [
        "multipartiteEcologicalNetwork"
      ]
    },
    {
      "page": "MultipartiteSBM",
      "title": "R6 Class definition of a Multipartite SBM",
      "topics": [
        "MultipartiteSBM"
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    },
    {
      "page": "MultipartiteSBM_fit",
      "title": "R6 Class definition of a Multipartite SBM fit",
      "topics": [
        "MultipartiteSBM_fit"
      ]
    },
    {
      "page": "MultiplexSBM_fit",
      "title": "R6 Class definition of a Multiplex SBM fit",
      "topics": [
        "MultiplexSBM_fit"
      ]
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    {
      "page": "plot.SBM",
      "title": "SBM Plot",
      "topics": [
        "plot.SBM"
      ]
    },
    {
      "page": "plotAlluvial",
      "title": "Plot an alluvial plot between clusterings",
      "topics": [
        "plotAlluvial"
      ]
    },
    {
      "page": "plotMyMatrix",
      "title": "Plot an adjacency or incidence Matrix",
      "topics": [
        "plotMyMatrix"
      ]
    },
    {
      "page": "plotMyMultipartiteMatrix",
      "title": "Plot the matrices corresponding to a Multipartite Network",
      "topics": [
        "plotMyMultipartiteMatrix"
      ]
    },
    {
      "page": "plotMyMultiplexMatrix",
      "title": "Plot the matrices corresponding to a Multiplex Network",
      "topics": [
        "plotMyMultiplexMatrix"
      ]
    },
    {
      "page": "predict.SBM",
      "title": "Model Predictions",
      "topics": [
        "predict.SBM"
      ]
    },
    {
      "page": "sampleBipartiteSBM",
      "title": "Sampling of Bipartite SBMs",
      "topics": [
        "sampleBipartiteSBM"
      ]
    },
    {
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      "title": "Sampling of Multipartite SBMs",
      "topics": [
        "sampleMultipartiteSBM"
      ]
    },
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      "title": "Sampling of Multiplex SBMs",
      "topics": [
        "sampleMultiplexSBM"
      ]
    },
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      "page": "sampleSimpleSBM",
      "title": "Sampling of Simple SBMs",
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        "sampleSimpleSBM"
      ]
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      "title": "R6 virtual class for SBM representation (mother class of SimpleSBM, BipartiteSBM, MultipartiteSBM)",
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        "SBM"
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    {
      "page": "SimpleSBM",
      "title": "R6 class for Simple SBM",
      "topics": [
        "SimpleSBM"
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      "page": "SimpleSBM_fit",
      "title": "R6 Class definition of a Simple SBM fit",
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    {
      "page": "war",
      "title": "War data set",
      "topics": [
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      ]
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      "headings": [
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        "Requirements",
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        "Formatting the data",
        "Mathematical Background",
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      "headings": [
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        "Preliminaries",
        "Requirements",
        "Multiplex network data",
        "Stochastic Block models for multiplex networks",
        "General formulation of the model",
        "Dependent and independent layers conditionally to $Z$",
        "Bipartite multiplex networks",
        "Inference",
        "Implementation",
        "Data simulation",
        "References"
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