{
  "_id": "6a10d886acfb0bcc41cd5dda",
  "Encoding": "UTF-8",
  "Type": "Package",
  "Package": "fastTopics",
  "Version": "0.7-46",
  "Date": "2026-05-22",
  "Title": "Fast Algorithms for Fitting Topic Models and Non-Negative Matrix\nFactorizations to Count Data",
  "Authors@R": "c(person(\"Peter\",\"Carbonetto\",role=c(\"aut\",\"cre\"),\nemail=\"peter.carbonetto@gmail.com\"),\nperson(\"Kevin\",\"Luo\",role=\"aut\"),\nperson(\"Kushal\",\"Dey\",role=\"aut\"),\nperson(\"Joyce\",\"Hsiao\",role=\"ctb\"),\nperson(\"Abhishek\",\"Sarkar\",role=\"ctb\"),\nperson(\"Anthony\",\"Hung\",role=\"ctb\"),\nperson(\"Xihui\",\"Lin\",role=\"ctb\"),\nperson(\"Paul C.\",\"Boutros\",role=\"ctb\"),\nperson(\"Minzhe\",\"Wang\",role=\"ctb\"),\nperson(\"Tracy\",\"Ke\",role=\"ctb\"),\nperson(\"Eric\",\"Weine\",role=\"ctb\"),\nperson(\"Matthew\",\"Stephens\",role=\"aut\"))",
  "URL": "https://stephenslab.github.io/fastTopics/,\nhttps://github.com/stephenslab/fastTopics",
  "BugReports": "https://github.com/stephenslab/fastTopics/issues",
  "Description": "Implements fast, scalable optimization algorithms for\nfitting topic models (\"grade of membership\" models) and\nnon-negative matrix factorizations to count data. The methods\nexploit the special relationship between the multinomial topic\nmodel (also, \"probabilistic latent semantic indexing\") and\nPoisson non-negative matrix factorization. The package provides\ntools to compare, annotate and visualize model fits, including\nfunctions to efficiently create \"structure plots\" and identify\nkey features in topics. The 'fastTopics' package is a successor\nto the 'CountClust' package. For more information, see\n<doi:10.48550/arXiv.2105.13440> and\n<doi:10.1186/s13059-023-03067-9>. Please also see the GitHub\nrepository for additional vignettes not included in the package\non CRAN.",
  "License": "BSD_2_clause + file LICENSE",
  "Copyright": "inst/COPYRIGHTS",
  "SystemRequirements": "GNU make",
  "LazyData": "true",
  "LazyDataCompression": "xz",
  "NeedsCompilation": "yes",
  "RoxygenNote": "7.3.1",
  "VignetteBuilder": "knitr",
  "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev libssl-dev",
  "Repository": "https://stephenslab.r-universe.dev",
  "Date/Publication": "2026-05-22 22:11:42 UTC",
  "RemoteUrl": "https://github.com/stephenslab/fasttopics",
  "RemoteRef": "HEAD",
  "RemoteSha": "5cf9a448b17a7eb8f139cc916e22cb3ad1766b70",
  "Packaged": {
    "Date": "2026-05-22 22:20:03 UTC",
    "User": "root"
  },
  "Author": "Peter Carbonetto [aut, cre],\nKevin Luo [aut],\nKushal Dey [aut],\nJoyce Hsiao [ctb],\nAbhishek Sarkar [ctb],\nAnthony Hung [ctb],\nXihui Lin [ctb],\nPaul C. Boutros [ctb],\nMinzhe Wang [ctb],\nTracy Ke [ctb],\nEric Weine [ctb],\nMatthew Stephens [aut]",
  "Maintainer": "Peter Carbonetto <peter.carbonetto@gmail.com>",
  "MD5sum": "dfc5b2024731270bac362df33cd2b4af",
  "_user": "stephenslab",
  "_type": "src",
  "_file": "fastTopics_0.7-46.tar.gz",
  "_fileid": "3635002ff7d3468d47d7e72c125b4ae1380f9b10b67ec550431dfc2f5425b584",
  "_filesize": 7032453,
  "_sha256": "3635002ff7d3468d47d7e72c125b4ae1380f9b10b67ec550431dfc2f5425b584",
  "_created": "2026-05-22T22:20:03.000Z",
  "_published": "2026-05-22T22:28:21.971Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77471514479,
      "time": 280,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "7171363859"
    },
    {
      "job": 77471514486,
      "time": 247,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "7171356961"
    },
    {
      "job": 77471514488,
      "time": 291,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7171365883"
    },
    {
      "job": 77471514506,
      "time": 271,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7171362145"
    },
    {
      "job": 77471514508,
      "time": 177,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "7171342975"
    },
    {
      "job": 77471514498,
      "time": 340,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "7171375510"
    },
    {
      "job": 77471514497,
      "time": 187,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "WARNING",
      "artifact": "7171344884"
    },
    {
      "job": 77471514814,
      "time": 395,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "WARNING",
      "artifact": "7171387162"
    },
    {
      "job": 77470970685,
      "time": 305,
      "config": "source",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7171307034"
    },
    {
      "job": 77471514463,
      "time": 150,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 77471514518,
      "time": 303,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "7171368329"
    },
    {
      "job": 77471514527,
      "time": 259,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "ERROR",
      "artifact": "7171359912"
    },
    {
      "job": 77471514509,
      "time": 286,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7171365366"
    }
  ],
  "_buildurl": "https://github.com/r-universe/stephenslab/actions/runs/26314612629",
  "_status": "failure",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/stephenslab/fasttopics",
  "_commit": {
    "id": "5cf9a448b17a7eb8f139cc916e22cb3ad1766b70",
    "author": "Peter Carbonetto <peter.carbonetto@gmail.com>",
    "committer": "Peter Carbonetto <peter.carbonetto@gmail.com>",
    "message": "Removed f <- NULL.\n",
    "time": 1779487902
  },
  "_maintainer": {
    "name": "Peter Carbonetto",
    "email": "peter.carbonetto@gmail.com",
    "login": "pcarbo",
    "description": "Research Assistant Prof, Human Genetics, U. Chicago; previously, Staff Scientist at Ancestry, postdoc & HFSP fellow at U. Chicago, & Ph.D. at UBC",
    "uuid": 1503904
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.3.0",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppParallel",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "Matrix",
      "role": "Imports"
    },
    {
      "package": "gtools",
      "role": "Imports"
    },
    {
      "package": "quadprog",
      "role": "Imports"
    },
    {
      "package": "irlba",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "Rtsne",
      "role": "Imports"
    },
    {
      "package": "uwot",
      "role": "Imports"
    },
    {
      "package": "ashr",
      "role": "Imports"
    },
    {
      "package": "Rcpp",
      "version": ">= 1.0.12",
      "role": "Imports"
    },
    {
      "package": "RcppParallel",
      "version": ">= 5.1.7",
      "role": "Imports"
    },
    {
      "package": "RhpcBLASctl",
      "role": "Imports"
    },
    {
      "package": "parallel",
      "role": "Imports"
    },
    {
      "package": "progress",
      "role": "Imports"
    },
    {
      "package": "pbapply",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "version": ">= 3.3.0",
      "role": "Imports"
    },
    {
      "package": "ggrepel",
      "version": ">= 0.9.0",
      "role": "Imports"
    },
    {
      "package": "cowplot",
      "role": "Imports"
    },
    {
      "package": "plotly",
      "role": "Imports"
    },
    {
      "package": "reshape2",
      "role": "Imports"
    },
    {
      "package": "htmlwidgets",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    }
  ],
  "_owner": "stephenslab",
  "_selfowned": true,
  "_usedby": 2,
  "_updates": [
    {
      "week": "2025-23",
      "n": 1
    },
    {
      "week": "2025-42",
      "n": 4
    },
    {
      "week": "2025-51",
      "n": 9
    },
    {
      "week": "2026-07",
      "n": 1
    },
    {
      "week": "2026-08",
      "n": 2
    },
    {
      "week": "2026-16",
      "n": 7
    },
    {
      "week": "2026-17",
      "n": 2
    },
    {
      "week": "2026-20",
      "n": 3
    },
    {
      "week": "2026-21",
      "n": 2
    }
  ],
  "_tags": [
    {
      "name": "v0.7-25",
      "date": "2025-06-03"
    },
    {
      "name": "v0.7-30",
      "date": "2025-10-18"
    },
    {
      "name": "v0.7-37",
      "date": "2025-12-21"
    },
    {
      "name": "v0.7-38",
      "date": "2026-02-16"
    }
  ],
  "_stars": 87,
  "_contributors": [
    {
      "user": "pcarbo",
      "count": 1405,
      "uuid": 1503904
    },
    {
      "user": "roi-meir",
      "count": 9,
      "uuid": 24568523
    },
    {
      "user": "aksarkar",
      "count": 7,
      "uuid": 522165
    },
    {
      "user": "olivroy",
      "count": 1,
      "uuid": 52606734
    },
    {
      "user": "stephens999",
      "count": 1,
      "uuid": 1800389
    }
  ],
  "_userbio": {
    "uuid": 5939770,
    "type": "organization",
    "name": "Stephens lab",
    "description": "Research in statistical and computational methods for genetics at the University of Chicago."
  },
  "_downloads": {
    "count": 371,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/fastTopics"
  },
  "_devurl": "https://github.com/stephenslab/fasttopics",
  "_pkgdown": "https://stephenslab.github.io/fastTopics/",
  "_searchresults": 880,
  "_topics": [
    "openblas",
    "cpp"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/fastTopics.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/stephenslab/fasttopics",
  "_realowner": "stephenslab",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.6-135",
      "date": "2022-05-27"
    },
    {
      "version": "0.6-142",
      "date": "2022-09-06"
    },
    {
      "version": "0.6-163",
      "date": "2024-01-16"
    },
    {
      "version": "0.6-186",
      "date": "2024-06-29"
    },
    {
      "version": "0.6-192",
      "date": "2024-07-09"
    },
    {
      "version": "0.7-30",
      "date": "2025-10-20"
    },
    {
      "version": "0.7-37",
      "date": "2025-12-24"
    },
    {
      "version": "0.7-38",
      "date": "2026-02-16"
    }
  ],
  "_exports": [
    "annotation_heatmap",
    "compare_fits",
    "cost",
    "de_analysis",
    "de_analysis_control_default",
    "deviance_poisson_nmf",
    "embedding_plot_2d",
    "embedding_plot_2d_ggplot_call",
    "fit_multinom_model",
    "fit_poisson_nmf",
    "fit_poisson_nmf_control_default",
    "fit_topic_model",
    "init_poisson_nmf",
    "init_poisson_nmf_from_clustering",
    "loadings_plot",
    "loadings_plot_ggplot_call",
    "loglik_multinom_topic_model",
    "loglik_poisson_nmf",
    "loglik_vs_rank_ggplot_call",
    "merge_topics",
    "multinom2poisson",
    "pca_from_topics",
    "pca_hexbin_plot",
    "pca_hexbin_plot_ggplot_call",
    "pca_plot",
    "plot_loglik_vs_rank",
    "plot_progress",
    "poisson2binom",
    "poisson2multinom",
    "run_homer",
    "select_loadings",
    "simulate_count_data",
    "simulate_multinom_gene_data",
    "simulate_poisson_gene_data",
    "simulate_toy_gene_data",
    "structure_plot",
    "structure_plot_default_embed_method",
    "structure_plot_ggplot_call",
    "tsne_from_topics",
    "tsne_plot",
    "umap_from_topics",
    "umap_plot",
    "volcano_plot",
    "volcano_plot_do_label_default",
    "volcano_plot_ggplot_call",
    "volcano_plot_ly_call",
    "volcano_plotly"
  ],
  "_datasets": [
    {
      "name": "newsgroups",
      "title": "Topic modeling results from the \"20 Newsgroups\" data set.",
      "object": "newsgroups",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "pbmc_facs",
      "title": "Mixture of 10 FACS-purified PBMC Single-Cell RNA-seq data",
      "object": "pbmc_facs",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    }
  ],
  "_help": [
    {
      "page": "annotation_heatmap",
      "title": "Annotation Heatmap",
      "topics": [
        "annotation_heatmap"
      ]
    },
    {
      "page": "compare_fits",
      "title": "Summarize and Compare Model Fits",
      "topics": [
        "compare_fits"
      ]
    },
    {
      "page": "de_analysis",
      "title": "Differential Expression Analysis using a Topic Model",
      "topics": [
        "de_analysis",
        "de_analysis_control_default"
      ]
    },
    {
      "page": "embedding_plots",
      "title": "PCA, t-SNE and UMAP Plots",
      "topics": [
        "embedding_plot_2d",
        "embedding_plot_2d_ggplot_call",
        "pca_hexbin_plot",
        "pca_hexbin_plot_ggplot_call",
        "pca_plot",
        "tsne_plot",
        "umap_plot"
      ]
    },
    {
      "page": "fit_multinom_model",
      "title": "Fit Simple Multinomial Model",
      "topics": [
        "fit_multinom_model"
      ]
    },
    {
      "page": "fit_poisson_nmf",
      "title": "Fit Non-negative Matrix Factorization to Count Data",
      "topics": [
        "fit_poisson_nmf",
        "fit_poisson_nmf_control_default",
        "init_poisson_nmf",
        "init_poisson_nmf_from_clustering"
      ]
    },
    {
      "page": "fit_topic_model",
      "title": "Simple Interface for Fitting a Multinomial Topic Model",
      "topics": [
        "fit_topic_model"
      ]
    },
    {
      "page": "loadings_plot",
      "title": "Loadings Plot",
      "topics": [
        "loadings_plot",
        "loadings_plot_ggplot_call"
      ]
    },
    {
      "page": "likelihood",
      "title": "NMF and Topic Model Likelihoods and Deviances",
      "topics": [
        "cost",
        "deviance_poisson_nmf",
        "loglik_multinom_topic_model",
        "loglik_poisson_nmf"
      ]
    },
    {
      "page": "merge_topics",
      "title": "Combine Topics in Multinomial Topic Model",
      "topics": [
        "merge_topics"
      ]
    },
    {
      "page": "multinom2poisson",
      "title": "Recover Poisson NMF Fit from Multinomial Topic Model Fit",
      "topics": [
        "multinom2poisson"
      ]
    },
    {
      "page": "newsgroups",
      "title": "Topic modeling results from the \"20 Newsgroups\" data set.",
      "topics": [
        "newsgroups"
      ]
    },
    {
      "page": "pbmc_facs",
      "title": "Mixture of 10 FACS-purified PBMC Single-Cell RNA-seq data",
      "topics": [
        "pbmc_facs"
      ]
    },
    {
      "page": "embeddings_from_topics",
      "title": "Low-dimensional Embeddings from Poisson NMF or Multinomial Topic Model",
      "topics": [
        "pca_from_topics",
        "tsne_from_topics",
        "umap_from_topics"
      ]
    },
    {
      "page": "plot_loglik_vs_rank",
      "title": "Plot Log-Likelihood Versus Rank",
      "topics": [
        "loglik_vs_rank_ggplot_call",
        "plot_loglik_vs_rank"
      ]
    },
    {
      "page": "plot_progress",
      "title": "Plot Progress of Model Fitting Over Time",
      "topics": [
        "plot_progress"
      ]
    },
    {
      "page": "poisson2binom",
      "title": "Recover Binomial Topic Model Fit from Poisson NMF fit",
      "topics": [
        "poisson2binom"
      ]
    },
    {
      "page": "poisson2multinom",
      "title": "Recover Multinomial Topic Model Fit from Poisson NMF fit",
      "topics": [
        "poisson2multinom"
      ]
    },
    {
      "page": "predict",
      "title": "Predict Methods for Poisson NMF and Multinomial Topic Model",
      "topics": [
        "predict.multinom_topic_model_fit",
        "predict.poisson_nmf_fit"
      ]
    },
    {
      "page": "run_homer",
      "title": "Perform HOMER Motif Enrichment Analysis using DE Genomic Positions",
      "topics": [
        "run_homer"
      ]
    },
    {
      "page": "select_loadings",
      "title": "Extract or Re-order Data Rows in Poisson NMF or Multinomial Topic Model Fit",
      "topics": [
        "select",
        "select.multinom_topic_model_fit",
        "select.poisson_nmf_fit",
        "select_loadings"
      ]
    },
    {
      "page": "simulate_count_data",
      "title": "Simulate Count Data from Poisson NMF Model",
      "topics": [
        "simulate_count_data"
      ]
    },
    {
      "page": "simulate_gene_data",
      "title": "Simulate Gene Expression Data from Poisson NMF or Multinomial Topic Model",
      "topics": [
        "simulate_multinom_gene_data",
        "simulate_poisson_gene_data"
      ]
    },
    {
      "page": "simulate_toy_gene_data",
      "title": "Simulate Toy Gene Expression Data",
      "topics": [
        "simulate_toy_gene_data"
      ]
    },
    {
      "page": "structure_plot",
      "title": "Structure Plot",
      "topics": [
        "plot.multinom_topic_model_fit",
        "plot.poisson_nmf_fit",
        "structure_plot",
        "structure_plot_default_embed_method",
        "structure_plot_ggplot_call"
      ]
    },
    {
      "page": "summary.poisson_nmf_fit",
      "title": "Summarize Poisson NMF or Multinomial Topic Model Fit",
      "topics": [
        "print.summary.multinom_topic_model_fit",
        "print.summary.poisson_nmf_fit",
        "summary.multinom_topic_model_fit",
        "summary.poisson_nmf_fit"
      ]
    },
    {
      "page": "volcano_plot",
      "title": "Volcano Plots for Visualizing Results of Differential Expression Analysis",
      "topics": [
        "plot.topic_model_de_analysis",
        "volcano_plot",
        "volcano_plotly",
        "volcano_plot_do_label_default",
        "volcano_plot_ggplot_call",
        "volcano_plot_ly_call"
      ]
    }
  ],
  "_readme": "https://github.com/stephenslab/fasttopics/raw/HEAD/README.md",
  "_rundeps": [
    "ashr",
    "askpass",
    "base64enc",
    "BH",
    "bslib",
    "cachem",
    "cli",
    "cowplot",
    "cpp11",
    "crayon",
    "crosstalk",
    "curl",
    "data.table",
    "digest",
    "dplyr",
    "dqrng",
    "etrunct",
    "evaluate",
    "farver",
    "fastmap",
    "FNN",
    "fontawesome",
    "fs",
    "generics",
    "ggplot2",
    "ggrepel",
    "glue",
    "gtable",
    "gtools",
    "highr",
    "hms",
    "htmltools",
    "htmlwidgets",
    "httr",
    "invgamma",
    "irlba",
    "isoband",
    "jquerylib",
    "jsonlite",
    "knitr",
    "labeling",
    "later",
    "lattice",
    "lazyeval",
    "lifecycle",
    "magrittr",
    "Matrix",
    "memoise",
    "mime",
    "mixsqp",
    "openssl",
    "otel",
    "pbapply",
    "pillar",
    "pkgconfig",
    "plotly",
    "plyr",
    "prettyunits",
    "progress",
    "promises",
    "purrr",
    "quadprog",
    "R6",
    "rappdirs",
    "RColorBrewer",
    "Rcpp",
    "RcppAnnoy",
    "RcppArmadillo",
    "RcppEigen",
    "RcppParallel",
    "RcppProgress",
    "reshape2",
    "RhpcBLASctl",
    "rlang",
    "rmarkdown",
    "RSpectra",
    "Rtsne",
    "S7",
    "sass",
    "scales",
    "sitmo",
    "SQUAREM",
    "stringi",
    "stringr",
    "sys",
    "tibble",
    "tidyr",
    "tidyselect",
    "tinytex",
    "truncnorm",
    "utf8",
    "uwot",
    "vctrs",
    "viridisLite",
    "withr",
    "xfun",
    "yaml"
  ],
  "_sysdeps": [
    {
      "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": 8.917425680255738,
  "_indexed": true,
  "_nocasepkg": "fasttopics",
  "_universes": [
    "stephenslab",
    "pcarbo"
  ],
  "_previous": "0.7-45",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.7-46",
      "date": "2026-05-22T22:23:55.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "5cf9a448b17a7eb8f139cc916e22cb3ad1766b70",
      "fileid": "9d16837effe850d8543b911827561466d17d34543a69fcdf7ca4137ca9f9849d",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/stephenslab/actions/runs/26314612629"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.7-46",
      "date": "2026-05-22T22:23:44.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "5cf9a448b17a7eb8f139cc916e22cb3ad1766b70",
      "fileid": "dfed2011a939a70c0c66de124fd795031559d2b79573a9273cf54029cb4e384b",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/stephenslab/actions/runs/26314612629"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.7-46",
      "date": "2026-05-22T22:24:08.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "5cf9a448b17a7eb8f139cc916e22cb3ad1766b70",
      "fileid": "b97fdaf799393719a77999f0fe5c33d693888cbbac2e9ecfc0cdc948b5c862eb",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/stephenslab/actions/runs/26314612629"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.7-46",
      "date": "2026-05-22T22:23:50.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "5cf9a448b17a7eb8f139cc916e22cb3ad1766b70",
      "fileid": "1a7be0152de4d6c02bdc6017fa2679ed9bf698a007270ffe324566e376a67cc8",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/stephenslab/actions/runs/26314612629"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.7-46",
      "date": "2026-05-22T22:22:55.000Z",
      "arch": "aarch64",
      "commit": "5cf9a448b17a7eb8f139cc916e22cb3ad1766b70",
      "fileid": "1cc1355591fab0562c67510f56e2a7537f0155783b278fd0dc368cd6fc604869",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/stephenslab/actions/runs/26314612629"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.7-46",
      "date": "2026-05-22T22:24:11.000Z",
      "arch": "x86_64",
      "commit": "5cf9a448b17a7eb8f139cc916e22cb3ad1766b70",
      "fileid": "246add24bca91b648644e1666390d93e4f7ae900f5007cb40dd8a2614c773fcc",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/stephenslab/actions/runs/26314612629"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.7-46",
      "date": "2026-05-22T22:23:00.000Z",
      "arch": "aarch64",
      "commit": "5cf9a448b17a7eb8f139cc916e22cb3ad1766b70",
      "fileid": "319d50f02962937cd92e9d9d68db579dbec7b036d09a5dbcda02b8732bc7e552",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/stephenslab/actions/runs/26314612629"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.7-46",
      "date": "2026-05-22T22:24:38.000Z",
      "arch": "x86_64",
      "commit": "5cf9a448b17a7eb8f139cc916e22cb3ad1766b70",
      "fileid": "dbea78ee2ea1caa75646120f774312850ee503a328e1347ace2cde988215f55a",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/stephenslab/actions/runs/26314612629"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.7-46",
      "date": "2026-05-22T22:23:30.000Z",
      "arch": "x86_64",
      "commit": "5cf9a448b17a7eb8f139cc916e22cb3ad1766b70",
      "fileid": "7b9e30d78d75f2bb023d6b02198864abca1436387407b070c855f344a67dacc1",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/stephenslab/actions/runs/26314612629"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.7-46",
      "date": "2026-05-22T22:22:51.000Z",
      "arch": "x86_64",
      "commit": "5cf9a448b17a7eb8f139cc916e22cb3ad1766b70",
      "fileid": "711c48d4d77bc4354553bf4f15d7a9a640e942399154c04eef9b328fdbed8e3c",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/stephenslab/actions/runs/26314612629"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.7-46",
      "date": "2026-05-22T22:22:49.000Z",
      "arch": "x86_64",
      "commit": "5cf9a448b17a7eb8f139cc916e22cb3ad1766b70",
      "fileid": "8c36250ed9d737e7ef50361238a2fe445dbb91c1e63d6b8e6e8a3fe67e2a18a9",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/stephenslab/actions/runs/26314612629"
    }
  ]
}