{
  "_id": "698d53785fcc687c9506f295",
  "Package": "stantargets",
  "Title": "Targets for Stan Workflows",
  "Description": "Bayesian data analysis usually incurs long runtimes and\ncumbersome custom code. A pipeline toolkit tailored to Bayesian\nstatisticians, the 'stantargets' R package leverages 'targets'\nand 'cmdstanr' to ease these burdens. 'stantargets' makes it\nsuper easy to set up scalable Stan pipelines that automatically\nparallelize the computation and skip expensive steps when the\nresults are already up to date. Minimal custom code is\nrequired, and there is no need to manually configure branching,\nso usage is much easier than 'targets' alone. 'stantargets' can\naccess all of 'cmdstanr''s major algorithms (MCMC, variational\nBayes, and optimization) and it supports both single-fit\nworkflows and multi-rep simulation studies. For the statistical\nmethodology, please refer to 'Stan' documentation (Stan\nDevelopment Team 2020) <https://mc-stan.org/>.",
  "Version": "0.1.2",
  "License": "MIT + file LICENSE",
  "URL": "https://docs.ropensci.org/stantargets/,\nhttps://github.com/ropensci/stantargets,\nhttps://r-multiverse.org/topics/bayesian.html",
  "BugReports": "https://github.com/ropensci/stantargets/issues",
  "Authors@R": "c(\nperson(\ngiven = c(\"William\", \"Michael\"),\nfamily = \"Landau\",\nrole = c(\"aut\", \"cre\"),\nemail = \"will.landau.oss@gmail.com\",\ncomment = c(ORCID = \"0000-0003-1878-3253\")\n),\nperson(\ngiven = \"Krzysztof\",\nfamily = \"Sakrejda\",\nrole = \"rev\"\n),\nperson(\ngiven = c(\"Matthew\", \"T.\"),\nfamily = \"Warkentin\",\nrole = \"rev\"\n),\nperson(\nfamily = \"Eli Lilly and Company\",\nrole = \"cph\"\n))",
  "Remotes": [
    "hyunjimoon/SBC",
    "stan-dev/cmdstanr",
    ""
  ],
  "SystemRequirements": "CmdStan >= 2.25.0",
  "Encoding": "UTF-8",
  "Language": "en-US",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.1",
  "VignetteBuilder": "knitr",
  "Config/testthat/edition": "3",
  "Config/pak/sysreqs": "libglpk-dev make libxml2-dev libzstd-dev",
  "Repository": "https://r-multiverse.r-universe.dev",
  "Date/Publication": "2024-12-03 12:22:22 UTC",
  "RemoteUrl": "https://github.com/ropensci/stantargets",
  "RemoteRef": "0.1.2",
  "RemoteSha": "638326106594be70c5f851c767349e4192740771",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-02-12 04:09:43 UTC",
    "User": "root"
  },
  "Author": "William Michael Landau [aut, cre] (ORCID:\n<https://orcid.org/0000-0003-1878-3253>),\nKrzysztof Sakrejda [rev],\nMatthew T. Warkentin [rev],\nEli Lilly and Company [cph]",
  "Maintainer": "William Michael Landau <will.landau.oss@gmail.com>",
  "MD5sum": "b3534b165a2844ec3a9a9dc4f9a24426",
  "_user": "r-multiverse",
  "_type": "src",
  "_file": "stantargets_0.1.2.tar.gz",
  "_fileid": "674bd0ec73a7127f3a051be8a237f0efb5592056563085509b1120285d9d00d1",
  "_filesize": 710902,
  "_sha256": "674bd0ec73a7127f3a051be8a237f0efb5592056563085509b1120285d9d00d1",
  "_created": "2026-02-12T04:09:43.000Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 63341511831,
      "time": 170,
      "config": "linux-devel-x86_64",
      "r": "4.6.0",
      "check": "WARNING",
      "artifact": "5476902492"
    },
    {
      "job": 63341511830,
      "time": 195,
      "config": "linux-release-x86_64",
      "r": "4.5.2",
      "check": "WARNING",
      "artifact": ""
    },
    {
      "job": 63341511836,
      "time": 80,
      "config": "macos-devel-arm64",
      "r": "4.6.0",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 63341511840,
      "time": 74,
      "config": "macos-release-arm64",
      "r": "4.5.2",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 63341263421,
      "time": 261,
      "config": "source",
      "r": "4.5.2",
      "check": "ERROR",
      "artifact": "5476881477"
    },
    {
      "job": 63341511829,
      "time": 159,
      "config": "wasm-release",
      "r": "4.5.1",
      "check": "OK",
      "artifact": "5476900918"
    },
    {
      "job": 63341511851,
      "time": 52,
      "config": "windows-devel",
      "r": "4.6.0",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 63341511849,
      "time": 76,
      "config": "windows-oldrel",
      "r": "4.4.3",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 63341511825,
      "time": 66,
      "config": "windows-release",
      "r": "4.5.2",
      "check": "FAIL",
      "artifact": ""
    }
  ],
  "_buildurl": "https://github.com/r-universe/r-multiverse/actions/runs/21835731088",
  "_status": "failure",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/ropensci/stantargets",
  "_commit": {
    "id": "638326106594be70c5f851c767349e4192740771",
    "author": "Will Landau <1580860+wlandau@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Update NEWS.md",
    "time": 1733228542
  },
  "_maintainer": {
    "name": "William Michael Landau",
    "email": "will.landau.oss@gmail.com",
    "login": "wlandau",
    "orcid": "0000-0003-1878-3253",
    "twitter": "@wmlandau",
    "uuid": 1580860
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "cmdstanr",
      "version": ">= 0.5.0",
      "role": "Imports"
    },
    {
      "package": "fs",
      "version": ">= 1.5.0",
      "role": "Imports"
    },
    {
      "package": "fst",
      "version": ">= 0.9.2",
      "role": "Imports"
    },
    {
      "package": "posterior",
      "version": ">= 1.0.1",
      "role": "Imports"
    },
    {
      "package": "purrr",
      "version": ">= 0.3.4",
      "role": "Imports"
    },
    {
      "package": "qs",
      "version": ">= 0.23.2",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "version": ">= 0.4.10",
      "role": "Imports"
    },
    {
      "package": "secretbase",
      "version": ">= 0.4.0",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "targets",
      "version": ">= 1.6.0",
      "role": "Imports"
    },
    {
      "package": "tarchetypes",
      "version": ">= 0.8.0",
      "role": "Imports"
    },
    {
      "package": "tibble",
      "version": ">= 3.0.1",
      "role": "Imports"
    },
    {
      "package": "tidyselect",
      "role": "Imports"
    },
    {
      "package": "withr",
      "version": ">= 2.1.2",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "version": ">= 1.0.2",
      "role": "Suggests"
    },
    {
      "package": "ggplot2",
      "version": ">= 3.0.0",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "version": ">= 1.30",
      "role": "Suggests"
    },
    {
      "package": "R.utils",
      "version": ">= 2.10.1",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "version": ">= 2.3",
      "role": "Suggests"
    },
    {
      "package": "SBC",
      "version": ">= 0.2.0",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    },
    {
      "package": "tidyr",
      "version": ">= 1.0.0",
      "role": "Suggests"
    },
    {
      "package": "visNetwork",
      "version": ">= 2.0.9",
      "role": "Suggests"
    }
  ],
  "_owner": "ropensci",
  "_selfowned": false,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_topics": [
    "bayesian",
    "high-performance-computing",
    "make",
    "r-targetopia",
    "reproducibility",
    "stan",
    "statistics",
    "targets"
  ],
  "_stars": 50,
  "_contributors": [
    {
      "user": "wlandau",
      "count": 350,
      "uuid": 1580860
    },
    {
      "user": "wlandau-lilly",
      "count": 13,
      "uuid": 22958003
    },
    {
      "user": "maelle",
      "count": 3,
      "uuid": 8360597
    },
    {
      "user": "aleksanderbl29",
      "count": 1,
      "uuid": 73799306
    }
  ],
  "_userbio": {
    "uuid": 161461790,
    "type": "organization",
    "name": "R-multiverse",
    "description": "A community-curated collection of R package releases, powered by R-universe"
  },
  "_downloads": {
    "count": 0,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/stantargets"
  },
  "_devurl": "https://github.com/ropensci/stantargets",
  "_pkgdown": "https://docs.ropensci.org/stantargets/",
  "_searchresults": 225,
  "_rbuild": "4.5.2",
  "_assets": [
    "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",
    "extra/stantargets.html",
    "manual.pdf"
  ],
  "_realowner": "ropensci",
  "_cranurl": false,
  "_exports": [
    "tar_stan_compile",
    "tar_stan_compile_run",
    "tar_stan_example_data",
    "tar_stan_example_file",
    "tar_stan_gq",
    "tar_stan_gq_rep_draws",
    "tar_stan_gq_rep_run",
    "tar_stan_gq_rep_summary",
    "tar_stan_gq_run",
    "tar_stan_mcmc",
    "tar_stan_mcmc_rep_diagnostics",
    "tar_stan_mcmc_rep_draws",
    "tar_stan_mcmc_rep_run",
    "tar_stan_mcmc_rep_summary",
    "tar_stan_mcmc_run",
    "tar_stan_mle",
    "tar_stan_mle_rep_draws",
    "tar_stan_mle_rep_run",
    "tar_stan_mle_rep_summary",
    "tar_stan_mle_run",
    "tar_stan_output",
    "tar_stan_rep_data_batch",
    "tar_stan_summary",
    "tar_stan_summary_join_data",
    "tar_stan_vb",
    "tar_stan_vb_rep_draws",
    "tar_stan_vb_rep_run",
    "tar_stan_vb_rep_summary",
    "tar_stan_vb_run"
  ],
  "_help": [
    {
      "page": "stantargets-package",
      "title": "targets: Targets Archetypes for Stan",
      "topics": [
        "stantargets-package"
      ]
    },
    {
      "page": "tar_stan_compile",
      "title": "Local Stan model compilation",
      "topics": [
        "tar_stan_compile"
      ]
    },
    {
      "page": "tar_stan_example_data",
      "title": "Simulate example data for 'tar_stan_example_file()'.",
      "topics": [
        "tar_stan_example_data"
      ]
    },
    {
      "page": "tar_stan_example_file",
      "title": "Write an example Stan model file.",
      "topics": [
        "tar_stan_example_file"
      ]
    },
    {
      "page": "tar_stan_gq",
      "title": "Generated quantities on an existing CmdStanFit object",
      "topics": [
        "tar_stan_gq"
      ]
    },
    {
      "page": "tar_stan_gq_rep_draws",
      "title": "Multiple runs of generated quantities per model with draws",
      "topics": [
        "tar_stan_gq_rep_draws"
      ]
    },
    {
      "page": "tar_stan_gq_rep_summary",
      "title": "Multiple runs of generated quantities per model with summaries",
      "topics": [
        "tar_stan_gq_rep_summary"
      ]
    },
    {
      "page": "tar_stan_mcmc",
      "title": "One MCMC per model with multiple outputs",
      "topics": [
        "tar_stan_mcmc"
      ]
    },
    {
      "page": "tar_stan_mcmc_rep_diagnostics",
      "title": "Multiple MCMCs per model with sampler diagnostics",
      "topics": [
        "tar_stan_mcmc_rep_diagnostics"
      ]
    },
    {
      "page": "tar_stan_mcmc_rep_draws",
      "title": "Multiple MCMC runs per model with draws",
      "topics": [
        "tar_stan_mcmc_rep_draws"
      ]
    },
    {
      "page": "tar_stan_mcmc_rep_summary",
      "title": "Multiple MCMCs per model with summaries",
      "topics": [
        "tar_stan_mcmc_rep_summary"
      ]
    },
    {
      "page": "tar_stan_mle",
      "title": "One optimization run per model with multiple outputs",
      "topics": [
        "tar_stan_mle"
      ]
    },
    {
      "page": "tar_stan_mle_rep_draws",
      "title": "Multiple optimization runs per model with draws",
      "topics": [
        "tar_stan_mle_rep_draws"
      ]
    },
    {
      "page": "tar_stan_mle_rep_summary",
      "title": "Multiple optimization runs per model with summaries",
      "topics": [
        "tar_stan_mle_rep_summary"
      ]
    },
    {
      "page": "tar_stan_summary",
      "title": "One summary of a 'CmdStanFit' object",
      "topics": [
        "tar_stan_summary"
      ]
    },
    {
      "page": "tar_stan_vb",
      "title": "One variational Bayes run per model with multiple outputs",
      "topics": [
        "tar_stan_vb"
      ]
    },
    {
      "page": "tar_stan_vb_rep_draws",
      "title": "Multiple variational Bayes runs per model with draws",
      "topics": [
        "tar_stan_vb_rep_draws"
      ]
    },
    {
      "page": "tar_stan_vb_rep_summary",
      "title": "Multiple iterations per model of variational Bayes with summaries",
      "topics": [
        "tar_stan_vb_rep_summary"
      ]
    }
  ],
  "_pkglogo": "https://github.com/ropensci/stantargets/raw/0.1.2/man/figures/logo.png",
  "_readme": "https://github.com/ropensci/stantargets/raw/0.1.2/README.md",
  "_rundeps": [
    "abind",
    "backports",
    "base64url",
    "BH",
    "callr",
    "checkmate",
    "cli",
    "cmdstanr",
    "codetools",
    "cpp11",
    "data.table",
    "distributional",
    "dplyr",
    "evaluate",
    "fs",
    "fst",
    "fstcore",
    "generics",
    "glue",
    "highr",
    "igraph",
    "jsonlite",
    "knitr",
    "lattice",
    "lifecycle",
    "magrittr",
    "Matrix",
    "matrixStats",
    "numDeriv",
    "pillar",
    "pkgconfig",
    "posterior",
    "prettyunits",
    "processx",
    "ps",
    "purrr",
    "qs",
    "R6",
    "RApiSerialize",
    "Rcpp",
    "RcppParallel",
    "rlang",
    "secretbase",
    "stringfish",
    "tarchetypes",
    "targets",
    "tensorA",
    "tibble",
    "tidyselect",
    "utf8",
    "vctrs",
    "withr",
    "xfun",
    "yaml"
  ],
  "_score": 5.227243781503063,
  "_indexed": false,
  "_nocasepkg": "stantargets",
  "_universes": [
    "r-multiverse"
  ],
  "_indexurl": "https://ropensci.r-universe.dev/stantargets",
  "_failure": {
    "version": "0.1.2",
    "commit": {
      "id": "638326106594be70c5f851c767349e4192740771",
      "author": "Will Landau <1580860+wlandau@users.noreply.github.com>",
      "committer": "GitHub <noreply@github.com>",
      "message": "Update NEWS.md",
      "time": 1733228542
    },
    "buildurl": "https://github.com/r-universe/r-multiverse/actions/runs/24071814471",
    "date": "2026-04-08T04:19:53.699Z",
    "job": {
      "job": 70364067440,
      "time": 196,
      "config": "source",
      "r": "4.5.3",
      "check": "ERROR",
      "artifact": "6320245216"
    }
  },
  "_binaries": [
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.2",
      "date": "2026-01-15T14:38:14.000Z",
      "commit": "638326106594be70c5f851c767349e4192740771",
      "fileid": "4989aa507d78f81d9b509d184ebbe6309661f738417e0d19036b1b50a54d1cce",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/r-multiverse/actions/runs/21031789082"
    },
    {
      "r": "4.5.2",
      "os": "mac",
      "version": "0.1.2",
      "date": "2026-01-15T14:39:34.000Z",
      "commit": "638326106594be70c5f851c767349e4192740771",
      "fileid": "534f387091db13cd6a59e2eb1b7ae2459b4716c24028925f6b5028c4e5178aea",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/r-multiverse/actions/runs/21031789082"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.1.2",
      "date": "2026-01-15T14:39:33.000Z",
      "commit": "638326106594be70c5f851c767349e4192740771",
      "fileid": "24c331bffc556d38291cc7cd23267eff166001c491aa5f7dbee9b79efeeddce9",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/r-multiverse/actions/runs/21031789082"
    },
    {
      "r": "4.5.2",
      "os": "win",
      "version": "0.1.2",
      "date": "2026-01-15T14:38:10.000Z",
      "commit": "638326106594be70c5f851c767349e4192740771",
      "fileid": "622b2d9f944920a320d1abc68082263964bcbe2f5558314033976538179f4e5e",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/r-multiverse/actions/runs/21031789082"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.2",
      "date": "2026-02-12T04:12:25.000Z",
      "distro": "noble",
      "commit": "638326106594be70c5f851c767349e4192740771",
      "fileid": "7d88bf18dd3c713e87a35958ab61197eed6997fd95becbc182257336c834b6e1",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/r-multiverse/actions/runs/21835731088"
    },
    {
      "r": "4.5.2",
      "os": "linux",
      "version": "0.1.2",
      "date": "2026-02-12T04:09:44.000Z",
      "distro": "noble",
      "commit": "638326106594be70c5f851c767349e4192740771",
      "fileid": "755551bbbb693438d84c58be944a748e6395a85ab7e57e6b2717e9ea745890c1",
      "status": "failure",
      "buildurl": "https://github.com/r-universe/r-multiverse/actions/runs/21835731088"
    },
    {
      "r": "4.5.1",
      "os": "wasm",
      "version": "0.1.2",
      "date": "2026-02-12T04:12:45.000Z",
      "commit": "638326106594be70c5f851c767349e4192740771",
      "fileid": "2bd67dd22e5b7d1def932716e199f734002d1ec329dad943731c6ba9cc73e6c2",
      "status": "success",
      "buildurl": "https://github.com/r-universe/r-multiverse/actions/runs/21835731088"
    }
  ]
}