{
  "_id": "6a1d75e51d7bb097a0a51a94",
  "Package": "BoltzMM",
  "Type": "Package",
  "Title": "Boltzmann Machines with MM Algorithms",
  "Version": "0.1.5",
  "Authors@R": "c(person(given = c(\"Andrew\", \"Thomas\"),\nfamily = \"Jones\",\nrole = c(\"aut\", \"cre\"),\nemail = \"andrewthomasjones@gmail.com\"),\nperson(given = c(\"Hien\", \"Duy\"),\nfamily = \"Nguyen\",\nrole = \"aut\"),\nperson(given = c(\"Jessica\", \"Juanita\"),\nfamily = \"Bagnall\",\nrole = \"aut\"))",
  "Description": "Provides probability computation, data generation, and\nmodel estimation for fully-visible Boltzmann machines. It\nfollows the methods described in Nguyen and Wood (2016a)\n<doi:10.1162/NECO_a_00813> and Nguyen and Wood (2016b)\n<doi:10.1109/TNNLS.2015.2425898>.",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "RoxygenNote": "7.3.2",
  "Repository": "https://andrewthomasjones.r-universe.dev",
  "Date/Publication": "2025-04-13 09:00:36 UTC",
  "RemoteUrl": "https://github.com/andrewthomasjones/boltzmm",
  "RemoteRef": "HEAD",
  "RemoteSha": "e512bad5d86badab68677f8fd49ac394c4e3bd6d",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-06-01 12:00:35 UTC",
    "User": "root"
  },
  "Author": "Andrew Thomas Jones [aut, cre],\nHien Duy Nguyen [aut],\nJessica Juanita Bagnall [aut]",
  "Maintainer": "Andrew Thomas Jones <andrewthomasjones@gmail.com>",
  "MD5sum": "e88ebe8c361b3382622f29c08fb69bbb",
  "_user": "andrewthomasjones",
  "_type": "src",
  "_file": "BoltzMM_0.1.5.tar.gz",
  "_fileid": "e8347bc9afa8441a60965a8bbcf050c5c9713f746af5090030cd19be3e2eab50",
  "_filesize": 138664,
  "_sha256": "e8347bc9afa8441a60965a8bbcf050c5c9713f746af5090030cd19be3e2eab50",
  "_created": "2026-06-01T12:00:35.000Z",
  "_published": "2026-06-01T12:07:01.284Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 78847633845,
      "time": 156,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7330939477"
    },
    {
      "job": 78847633885,
      "time": 150,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7330936913"
    },
    {
      "job": 78847633858,
      "time": 136,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7330932309"
    },
    {
      "job": 78847633864,
      "time": 171,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7330944271"
    },
    {
      "job": 78847633849,
      "time": 116,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7330926828"
    },
    {
      "job": 78847633833,
      "time": 202,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7330954292"
    },
    {
      "job": 78847633875,
      "time": 117,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7330926024"
    },
    {
      "job": 78847633825,
      "time": 337,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7331000551"
    },
    {
      "job": 78847063121,
      "time": 199,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7330885328"
    },
    {
      "job": 78847633798,
      "time": 121,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7330927466"
    },
    {
      "job": 78847633778,
      "time": 182,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7330949433"
    },
    {
      "job": 78847633819,
      "time": 118,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7330926660"
    },
    {
      "job": 78847633804,
      "time": 141,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7330933745"
    }
  ],
  "_buildurl": "https://github.com/r-universe/andrewthomasjones/actions/runs/26753439651",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/andrewthomasjones/boltzmm",
  "_commit": {
    "id": "e512bad5d86badab68677f8fd49ac394c4e3bd6d",
    "author": "Andrew Jones <andrew.jones@qcif.edu.au>",
    "committer": "Andrew Jones <andrew.jones@qcif.edu.au>",
    "message": "CRAN submission v0.1.5\n",
    "time": 1744534836
  },
  "_maintainer": {
    "name": "Andrew Thomas Jones",
    "email": "andrewthomasjones@gmail.com",
    "login": "andrewthomasjones",
    "description": "Stats, ML, R, C++",
    "uuid": 15768984
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 2.10",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "BH",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "bnstruct",
      "role": "Suggests"
    }
  ],
  "_owner": "andrewthomasjones",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 1,
  "_contributors": [
    {
      "user": "hiendn",
      "count": 26,
      "uuid": 15041201
    },
    {
      "user": "andrewthomasjones",
      "count": 21,
      "uuid": 15768984
    }
  ],
  "_userbio": {
    "uuid": 15768984,
    "type": "user",
    "name": "Andrew Jones",
    "description": "Stats, ML, R, C++"
  },
  "_downloads": {
    "count": 201,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/BoltzMM"
  },
  "_devurl": "https://github.com/andrewthomasjones/boltzmm",
  "_searchresults": 20,
  "_topics": [
    "openblas",
    "cpp"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/BoltzMM.html",
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/andrewthomasjones/boltzmm",
  "_realowner": "andrewthomasjones",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2018-03-19"
    },
    {
      "version": "0.1.1",
      "date": "2018-03-28"
    },
    {
      "version": "0.1.3",
      "date": "2019-01-10"
    },
    {
      "version": "0.1.4",
      "date": "2019-02-14"
    },
    {
      "version": "0.1.5",
      "date": "2025-04-13"
    }
  ],
  "_exports": [
    "allpfvbm",
    "fitfvbm",
    "fvbmcov",
    "fvbmHess",
    "fvbmpartiald",
    "fvbmstderr",
    "fvbmtests",
    "log_pl_calc",
    "marginpfvbm",
    "pfvbm",
    "rfvbm"
  ],
  "_datasets": [
    {
      "name": "senate",
      "title": "Senate voting data from the 45th Australian Parliament.",
      "object": "senate",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Govt",
        "Opp",
        "AG",
        "NXT",
        "PHON",
        "LDP",
        "JLN",
        "DHJP",
        "Cull"
      ],
      "rows": 147,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "allpfvbm",
      "title": "Probability mass function of a fully-visible Boltzmann machine evaluated for all possible vectors.",
      "topics": [
        "allpfvbm"
      ]
    },
    {
      "page": "BoltzMM",
      "title": "BoltzMM: A package for probability computation, data generation, and model estimation of fully-visible Boltzmann machines.",
      "topics": [
        "BoltzMM"
      ]
    },
    {
      "page": "fitfvbm",
      "title": "Maximum pseudolikelihood estimation of a fully-visible Boltzmann machine.",
      "topics": [
        "fitfvbm"
      ]
    },
    {
      "page": "fvbmcov",
      "title": "Sandwich estimator of the covariance matrix for a fitted fully-visible Boltzmann machine.",
      "topics": [
        "fvbmcov"
      ]
    },
    {
      "page": "fvbmHess",
      "title": "Hessian of the log-pseudolikelihood function for a fitted fully-visible Boltzmann machine.",
      "topics": [
        "fvbmHess"
      ]
    },
    {
      "page": "fvbmpartiald",
      "title": "Partial derivatives of the log-pseudolikelihood function for a fitted fully-visible Boltzmann machine.",
      "topics": [
        "fvbmpartiald"
      ]
    },
    {
      "page": "fvbmstderr",
      "title": "Standard errors for the parameter elements of a fitted fully-visible Boltzmann machine.",
      "topics": [
        "fvbmstderr"
      ]
    },
    {
      "page": "fvbmtests",
      "title": "Hypothesis testing for a fully-visible Boltzmann machine.",
      "topics": [
        "fvbmtests"
      ]
    },
    {
      "page": "log_pl_calc",
      "title": "Compute the log pseudolikelihood",
      "topics": [
        "log_pl_calc"
      ]
    },
    {
      "page": "marginpfvbm",
      "title": "Marginal probability function for a fully-visible Boltzmann machine.",
      "topics": [
        "marginpfvbm"
      ]
    },
    {
      "page": "pfvbm",
      "title": "Probability mass function of a fully-visible Boltzmann machine evaluated for an individual vector.",
      "topics": [
        "pfvbm"
      ]
    },
    {
      "page": "rfvbm",
      "title": "Random data generation from a fully-visible Boltzmann machine.",
      "topics": [
        "rfvbm"
      ]
    },
    {
      "page": "senate",
      "title": "Senate voting data from the 45th Australian Parliament.",
      "topics": [
        "senate"
      ]
    }
  ],
  "_readme": "https://github.com/andrewthomasjones/boltzmm/raw/HEAD/README.md",
  "_rundeps": [
    "BH",
    "Rcpp",
    "RcppArmadillo"
  ],
  "_sysdeps": [
    {
      "shlib": "liblapack",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.26+ds-1ubuntu0.1",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libblas",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.26+ds-1ubuntu0.1",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "14.2.0-4ubuntu2~24.04.1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_score": 3,
  "_indexed": true,
  "_nocasepkg": "boltzmm",
  "_universes": [
    "andrewthomasjones"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.5",
      "date": "2026-06-01T12:03:23.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "e512bad5d86badab68677f8fd49ac394c4e3bd6d",
      "fileid": "9b9c3fa4b98f33eb799a6893f9e62faa8a469100ea64c07fca7fba916c2222d1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/andrewthomasjones/actions/runs/26753439651"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.5",
      "date": "2026-06-01T12:03:14.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "e512bad5d86badab68677f8fd49ac394c4e3bd6d",
      "fileid": "5a664341d5894ec3adcb38ab76727f0f44134a5d151eee755dc17702238a07df",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/andrewthomasjones/actions/runs/26753439651"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.5",
      "date": "2026-06-01T12:03:03.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "e512bad5d86badab68677f8fd49ac394c4e3bd6d",
      "fileid": "8b9c742c4845ed01450aed0ca40e5782cbacd256b63393cc1758f80f6657596f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/andrewthomasjones/actions/runs/26753439651"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.5",
      "date": "2026-06-01T12:03:35.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "e512bad5d86badab68677f8fd49ac394c4e3bd6d",
      "fileid": "6d5c569b207cc61d19975c3a557c80bb66877d532d4e86ba871730ce488094f0",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/andrewthomasjones/actions/runs/26753439651"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.5",
      "date": "2026-06-01T12:02:47.000Z",
      "arch": "aarch64",
      "commit": "e512bad5d86badab68677f8fd49ac394c4e3bd6d",
      "fileid": "38fdd4aecbed190603b5aa78963ef64e40509189e073e25cd8bad90cf567be3a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/andrewthomasjones/actions/runs/26753439651"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.5",
      "date": "2026-06-01T12:03:49.000Z",
      "arch": "x86_64",
      "commit": "e512bad5d86badab68677f8fd49ac394c4e3bd6d",
      "fileid": "ff1c344d1170fe2694f0975113682fbb6c9768a0735d6baf5ec65e78f091fc6a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/andrewthomasjones/actions/runs/26753439651"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.5",
      "date": "2026-06-01T12:02:41.000Z",
      "arch": "aarch64",
      "commit": "e512bad5d86badab68677f8fd49ac394c4e3bd6d",
      "fileid": "229d74ff566a9988688ea281f4cbda09ffb5beb96f4196a6b214af644e4f6ef8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/andrewthomasjones/actions/runs/26753439651"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.5",
      "date": "2026-06-01T12:05:21.000Z",
      "arch": "x86_64",
      "commit": "e512bad5d86badab68677f8fd49ac394c4e3bd6d",
      "fileid": "88fb8132a8dde2f66f0b5ebbdd1bca4661bf1d8501d340cc1405b8d9daf0ead6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/andrewthomasjones/actions/runs/26753439651"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.5",
      "date": "2026-06-01T12:03:01.000Z",
      "arch": "emscripten",
      "commit": "e512bad5d86badab68677f8fd49ac394c4e3bd6d",
      "fileid": "3aad4c50ec5dea23e2dca0af1b46d17878730cf2a1d3e9418d56eab6e7588df5",
      "status": "success",
      "buildurl": "https://github.com/r-universe/andrewthomasjones/actions/runs/26753439651"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.5",
      "date": "2026-06-01T12:03:18.000Z",
      "arch": "x86_64",
      "commit": "e512bad5d86badab68677f8fd49ac394c4e3bd6d",
      "fileid": "df8244ee06a067a128d1aa75746135ddf8cfbe9f57f3c013c6a97d1725265ea1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/andrewthomasjones/actions/runs/26753439651"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.5",
      "date": "2026-06-01T12:02:17.000Z",
      "arch": "x86_64",
      "commit": "e512bad5d86badab68677f8fd49ac394c4e3bd6d",
      "fileid": "636900aab1b805c9c5204bf9f7c9a715b694b7d6141e32c2585d57cc435bce41",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/andrewthomasjones/actions/runs/26753439651"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.1.5",
      "date": "2026-06-01T12:02:23.000Z",
      "arch": "x86_64",
      "commit": "e512bad5d86badab68677f8fd49ac394c4e3bd6d",
      "fileid": "e6a3d9bce2ec51597bd58c28df18918c432557ce00b81da4c0ab000df8abbfc2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/andrewthomasjones/actions/runs/26753439651"
    }
  ]
}