{
  "_id": "6abcd66699f7aa8c6aa4c9ce",
  "Package": "mimiSBM",
  "Title": "Mixture of Multilayer Integrator Stochastic Block Models",
  "Version": "0.0.1.3",
  "Authors@R": "c(\nperson(\"Kylliann\", \"De Santiago\", email=\"kylliann.desantiago@univ-evry.fr\", role = c(\"aut\",\"cre\")),\nperson(\"Marie\", \"Szafranski\", email=\"marie.szafranski@univ-evry.fr\", role = \"aut\"),\nperson(\"Christophe\", \"Ambroise\", email=\"christophe.ambroise@univ-evry.fr\", role = \"aut\"))",
  "Description": "Our approach uses a mixture of multilayer stochastic block\nmodels to group co-membership matrices with similar information\ninto components and to partition observations into different\nclusters. See De Santiago (2023, ISBN: 978-2-87587-088-9).",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.2.3",
  "VignetteBuilder": "knitr",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-09-30 08:52:25 UTC",
    "User": "root"
  },
  "Author": "Kylliann De Santiago [aut, cre], Marie Szafranski [aut],\nChristophe Ambroise [aut]",
  "Maintainer": "Kylliann De Santiago <kylliann.desantiago@univ-evry.fr>",
  "Repository": "https://kdesantiago.r-universe.dev",
  "Date/Publication": "2024-01-10 02:43:04 UTC",
  "RemoteUrl": "https://github.com/cran/mimiSBM",
  "RemoteRef": "HEAD",
  "RemoteSha": "26d0910b0a36127fcbdcba392a607f1b01ef4eb9",
  "_user": "kdesantiago",
  "_type": "src",
  "_file": "mimiSBM_0.0.1.3.tar.gz",
  "_fileid": "https://r2.ropensci.org/5fcefff7b58ddeafd4b2b774a631da63802728b64507266c4a08de9a5238f146",
  "_filesize": 375497,
  "_sha256": "5fcefff7b58ddeafd4b2b774a631da63802728b64507266c4a08de9a5238f146",
  "_expires": "2027-01-08T09:29:08.000Z",
  "_created": "2026-09-30T08:52:25.000Z",
  "_published": "2026-09-30T09:29:09.996Z",
  "_jobs": [
    {
      "job": 109812616413,
      "time": 174,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11086901108"
    },
    {
      "job": 109812616508,
      "time": 171,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11086302553"
    },
    {
      "job": 109812616544,
      "time": 122,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11087783768"
    },
    {
      "job": 109812616506,
      "time": 146,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11087437568"
    },
    {
      "job": 109811618564,
      "time": 174,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11086267319"
    },
    {
      "job": 109812616422,
      "time": 103,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11086192708"
    },
    {
      "job": 109812616681,
      "time": 69,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11086930597"
    },
    {
      "job": 109812616521,
      "time": 59,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11086337739"
    },
    {
      "job": 109812616536,
      "time": 76,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11086177681"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/kdesantiago/actions/runs/36692121232",
  "_status": "success",
  "_upstream": "https://github.com/cran/mimiSBM",
  "_commit": {
    "id": "26d0910b0a36127fcbdcba392a607f1b01ef4eb9",
    "author": "Kylliann De Santiago <kylliann.desantiago@univ-evry.fr>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.0.1.3\n",
    "time": 1704854584
  },
  "_maintainer": {
    "name": "Kylliann De Santiago",
    "email": "kylliann.desantiago@univ-evry.fr",
    "login": "kdesantiago",
    "description": "",
    "uuid": 75815391
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "blockmodels",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "kdesantiago",
      "count": 1,
      "uuid": 75815391
    }
  ],
  "_userbio": {
    "uuid": 75815391,
    "type": "user",
    "name": "Kylliann De Santiago",
    "followers": 0
  },
  "_downloads": {
    "count": 213,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/mimiSBM"
  },
  "_searchresults": 0,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/mimiSBM.html",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_realowner": "kdesantiago",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.0.1.3",
      "date": "2024-01-09"
    }
  ],
  "_exports": [
    "BayesianMixture_SBM_model",
    "CEM",
    "diag_nulle",
    "fit_SBM_per_layer",
    "fit_SBM_per_layer_parallel",
    "lab_switching",
    "log_Softmax",
    "Loss_BayesianMSBM",
    "Mat_lien_alpha",
    "mimiSBM",
    "multinomial_lbeta_function",
    "one_hot_errormachine",
    "partition_K_barre",
    "plot_adjacency",
    "rMSBM",
    "rSMB_partition",
    "sort_Z",
    "transpo",
    "trig_sup",
    "update_beta_bayesian",
    "update_eta_bayesian",
    "update_tau_bayesian",
    "update_theta_bayesian",
    "update_u_bayesian",
    "update_xi_bayesian",
    "VBEM_step"
  ],
  "_help": [
    {
      "page": "BayesianMixture_SBM_model",
      "title": "mimiSBM model for fixed K and Q",
      "topics": [
        "BayesianMixture_SBM_model"
      ]
    },
    {
      "page": "CEM",
      "title": "Clustering Matrix : One hot encoding",
      "topics": [
        "CEM"
      ]
    },
    {
      "page": "diag_nulle",
      "title": "Diagonal coefficient to 0 on each slice given the 3rd dimension.",
      "topics": [
        "diag_nulle"
      ]
    },
    {
      "page": "fit_SBM_per_layer",
      "title": "SBM on each layer",
      "topics": [
        "fit_SBM_per_layer"
      ]
    },
    {
      "page": "fit_SBM_per_layer_parallel",
      "title": "SBM on each layer - parallelized",
      "topics": [
        "fit_SBM_per_layer_parallel"
      ]
    },
    {
      "page": "initialisation_params_bayesian",
      "title": "Initialization of mimiSBM parameters",
      "topics": [
        "initialisation_params_bayesian"
      ]
    },
    {
      "page": "lab_switching",
      "title": "Label Switching",
      "topics": [
        "lab_switching"
      ]
    },
    {
      "page": "log_Softmax",
      "title": "log softmax of matrices (by row)",
      "topics": [
        "log_Softmax"
      ]
    },
    {
      "page": "Loss_BayesianMSBM",
      "title": "mimiSBM Evidence Lower BOund",
      "topics": [
        "Loss_BayesianMSBM"
      ]
    },
    {
      "page": "Mat_lien_alpha",
      "title": "Create probality-component list for clustering per view component.",
      "topics": [
        "Mat_lien_alpha"
      ]
    },
    {
      "page": "mimiSBM",
      "title": "Mixture of Multilayer Integrator SBM (mimiSBM)",
      "topics": [
        "mimiSBM"
      ]
    },
    {
      "page": "multinomial_lbeta_function",
      "title": "Calculation of Log multinomial Beta value.",
      "topics": [
        "multinomial_lbeta_function"
      ]
    },
    {
      "page": "one_hot_errormachine",
      "title": "One Hot Encoding with Error machine",
      "topics": [
        "one_hot_errormachine"
      ]
    },
    {
      "page": "partition_K_barre",
      "title": "Create a link between final clustering and clustering per view component.",
      "topics": [
        "partition_K_barre"
      ]
    },
    {
      "page": "plot_adjacency",
      "title": "Plot adjacency matrices",
      "topics": [
        "plot_adjacency"
      ]
    },
    {
      "page": "rMSBM",
      "title": "Simulate data from the mimiSBM generative model.",
      "topics": [
        "rMSBM"
      ]
    },
    {
      "page": "rSMB_partition",
      "title": "Simulation of mixture multilayer Stochastick block model",
      "topics": [
        "rSMB_partition"
      ]
    },
    {
      "page": "sort_Z",
      "title": "Sort the clustering matrix",
      "topics": [
        "sort_Z"
      ]
    },
    {
      "page": "transpo",
      "title": "Transposition of an array",
      "topics": [
        "transpo"
      ]
    },
    {
      "page": "trig_sup",
      "title": "Upper triangular Matrix/Array",
      "topics": [
        "trig_sup"
      ]
    },
    {
      "page": "update_beta_bayesian",
      "title": "Update of bayesian parameter beta",
      "topics": [
        "update_beta_bayesian"
      ]
    },
    {
      "page": "update_eta_bayesian",
      "title": "Update of bayesian parameter eta",
      "topics": [
        "update_eta_bayesian"
      ]
    },
    {
      "page": "update_tau_bayesian",
      "title": "Update of bayesian parameter tau",
      "topics": [
        "update_tau_bayesian"
      ]
    },
    {
      "page": "update_theta_bayesian",
      "title": "Update of bayesian parameter theta",
      "topics": [
        "update_theta_bayesian"
      ]
    },
    {
      "page": "update_u_bayesian",
      "title": "Update of bayesian parameter u",
      "topics": [
        "update_u_bayesian"
      ]
    },
    {
      "page": "update_xi_bayesian",
      "title": "Update of bayesian parameter xi",
      "topics": [
        "update_xi_bayesian"
      ]
    },
    {
      "page": "VBEM_step",
      "title": "Variational Bayes Expectation Maximization",
      "topics": [
        "VBEM_step"
      ]
    }
  ],
  "_readme": "https://github.com/cran/mimiSBM/raw/HEAD/README.md",
  "_rundeps": [
    "blockmodels",
    "digest",
    "Rcpp",
    "RcppArmadillo"
  ],
  "_vignettes": [
    {
      "source": "Simulations.Rmd",
      "filename": "Simulations.html",
      "title": "Simulations",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Data generation",
        "First simulation: no label-switching",
        "Setup of parameters",
        "Simulation",
        "Second simulation: label-switching"
      ],
      "created": "2024-01-10 02:43:04",
      "modified": "2024-01-10 02:43:04",
      "commits": 1
    }
  ],
  "_score": 2.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "mimisbm",
  "_universes": [
    "kdesantiago"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.0.1.3",
      "date": "2026-09-30T08:55:12.000Z",
      "distro": "resolute",
      "commit": "26d0910b0a36127fcbdcba392a607f1b01ef4eb9",
      "fileid": "https://r2.ropensci.org/6c2e36b959958155d147387531f22e4736bf9ffeba94ebbb811fd6f6a0a66820",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/kdesantiago/actions/runs/36692121232"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.0.1.3",
      "date": "2026-09-30T08:55:12.000Z",
      "distro": "resolute",
      "commit": "26d0910b0a36127fcbdcba392a607f1b01ef4eb9",
      "fileid": "https://r2.ropensci.org/745754cef2a266003497a52f08aab4e34e12c71530a8751480ebe9175ce99dd3",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/kdesantiago/actions/runs/36692121232"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.0.1.3",
      "date": "2026-09-30T09:28:18.000Z",
      "commit": "26d0910b0a36127fcbdcba392a607f1b01ef4eb9",
      "fileid": "https://r2.ropensci.org/46d4422c685c4f1e754469e9632045153898fcf99991d247ce245f7ef8c5fb90",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/kdesantiago/actions/runs/36692121232"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.0.1.3",
      "date": "2026-09-30T09:25:42.000Z",
      "commit": "26d0910b0a36127fcbdcba392a607f1b01ef4eb9",
      "fileid": "https://r2.ropensci.org/21b6158e30a922b1929a7694d1c03685d8b68b518521cf420037adeb42b386d9",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/kdesantiago/actions/runs/36692121232"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.0.1.3",
      "date": "2026-09-30T08:54:22.000Z",
      "commit": "26d0910b0a36127fcbdcba392a607f1b01ef4eb9",
      "fileid": "https://r2.ropensci.org/b61a327db9ca786ec054fd4e63bbd1ffa047dfef0596a10d0e5e19775153f4e9",
      "status": "success",
      "buildurl": "https://github.com/r-universe/kdesantiago/actions/runs/36692121232"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.0.1.3",
      "date": "2026-09-30T08:53:27.000Z",
      "commit": "26d0910b0a36127fcbdcba392a607f1b01ef4eb9",
      "fileid": "https://r2.ropensci.org/a49d8c1fff84fe6877b4d39b4c0e6b5b59228830528751e4f2dd98eb919e1900",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/kdesantiago/actions/runs/36692121232"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.0.1.3",
      "date": "2026-09-30T08:53:23.000Z",
      "commit": "26d0910b0a36127fcbdcba392a607f1b01ef4eb9",
      "fileid": "https://r2.ropensci.org/25d09bc59b32c9fbde7b99770c03fc7c97cb54335702324e9abd085deac0c330",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/kdesantiago/actions/runs/36692121232"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.0.1.3",
      "date": "2026-09-30T08:53:35.000Z",
      "commit": "26d0910b0a36127fcbdcba392a607f1b01ef4eb9",
      "fileid": "https://r2.ropensci.org/7cbca85261ac3afe4162960dbe433b0819a6b37dc7289c5bb629ecbd7b62fd10",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/kdesantiago/actions/runs/36692121232"
    }
  ]
}