{
  "_id": "6a0f9ef7acfb0bcc41c6950a",
  "Package": "bonsai",
  "Title": "Model Wrappers for Tree-Based Models",
  "Version": "0.4.1.9000",
  "Authors@R": "c(\nperson(\"Daniel\", \"Falbel\", , \"dfalbel@curso-r.com\", role = \"aut\"),\nperson(\"Athos\", \"Damiani\", , \"adamiani@curso-r.com\", role = \"aut\"),\nperson(\"Roel M.\", \"Hogervorst\", , \"hogervorst.rm@gmail.com\", role = \"aut\",\ncomment = c(ORCID = \"0000-0001-7509-0328\")),\nperson(\"Max\", \"Kuhn\", , \"max@posit.co\", role = \"aut\",\ncomment = c(ORCID = \"0000-0003-2402-136X\")),\nperson(\"Simon\", \"Couch\", , \"simon.couch@posit.co\", role = \"aut\",\ncomment = c(ORCID = \"0000-0001-5676-5107\")),\nperson(\"Emil\", \"Hvitfeldt\", , \"emil.hvitfeldt@posit.co\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-0679-1945\")),\nperson(\"Posit Software, PBC\", role = c(\"cph\", \"fnd\"),\ncomment = c(ROR = \"03wc8by49\"))\n)",
  "Description": "Bindings for additional tree-based model engines for use\nwith the 'parsnip' package. Models include gradient boosted\ndecision trees with 'LightGBM' (Ke et al, 2017.), conditional\ninference trees and conditional random forests with 'partykit'\n(Hothorn and Zeileis, 2015. and Hothorn et al, 2006.\n<doi:10.1198/106186006X133933>), and accelerated oblique random\nforests with 'aorsf' (Jaeger et al, 2022\n<doi:10.5281/zenodo.7116854>).",
  "License": "MIT + file LICENSE",
  "URL": "https://bonsai.tidymodels.org/,\nhttps://github.com/tidymodels/bonsai",
  "BugReports": "https://github.com/tidymodels/bonsai/issues",
  "VignetteBuilder": "knitr",
  "Config/Needs/website": "tidyverse/tidytemplate",
  "Config/testthat/edition": "3",
  "Config/usethis/last-upkeep": "2025-04-25",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.3",
  "Config/pak/sysreqs": "libicu-dev",
  "Repository": "https://tidymodels.r-universe.dev",
  "Date/Publication": "2026-05-21 23:34:17 UTC",
  "RemoteUrl": "https://github.com/tidymodels/bonsai",
  "RemoteRef": "HEAD",
  "RemoteSha": "fe70ae95c38e791865ab4bf7c55771b26f206f67",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-22 00:06:48 UTC",
    "User": "root"
  },
  "Author": "Daniel Falbel [aut],\nAthos Damiani [aut],\nRoel M. Hogervorst [aut] (ORCID:\n<https://orcid.org/0000-0001-7509-0328>),\nMax Kuhn [aut] (ORCID: <https://orcid.org/0000-0003-2402-136X>),\nSimon Couch [aut] (ORCID: <https://orcid.org/0000-0001-5676-5107>),\nEmil Hvitfeldt [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-0679-1945>),\nPosit Software, PBC [cph, fnd] (ROR: <https://ror.org/03wc8by49>)",
  "Maintainer": "Emil Hvitfeldt <emil.hvitfeldt@posit.co>",
  "MD5sum": "e3dff46f106df18c90525affff84bfc4",
  "_user": "tidymodels",
  "_type": "src",
  "_file": "bonsai_0.4.1.9000.tar.gz",
  "_fileid": "4fc0e9f218791067b8db04913a4079feb14f5ffa0f3d7ce9a919e4b666762927",
  "_filesize": 175646,
  "_sha256": "4fc0e9f218791067b8db04913a4079feb14f5ffa0f3d7ce9a919e4b666762927",
  "_created": "2026-05-22T00:06:48.000Z",
  "_published": "2026-05-22T00:10:31.911Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77292602811,
      "time": 184,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7149999434"
    },
    {
      "job": 77292602799,
      "time": 174,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7149997554"
    },
    {
      "job": 77292602790,
      "time": 107,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7149984268"
    },
    {
      "job": 77292602852,
      "time": 147,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7149991830"
    },
    {
      "job": 77292198733,
      "time": 236,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7149963534"
    },
    {
      "job": 77292602772,
      "time": 126,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7149987998"
    },
    {
      "job": 77292602869,
      "time": 101,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7149982854"
    },
    {
      "job": 77292602853,
      "time": 124,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7149987542"
    },
    {
      "job": 77292602861,
      "time": 113,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7149985321"
    }
  ],
  "_buildurl": "https://github.com/r-universe/tidymodels/actions/runs/26260337397",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/tidymodels/bonsai",
  "_commit": {
    "id": "fe70ae95c38e791865ab4bf7c55771b26f206f67",
    "author": "Emil Hvitfeldt <emil.hvitfeldt@posit.co>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Release Candidate 0.4.1 (#122)",
    "time": 1779406457
  },
  "_maintainer": {
    "name": "Emil Hvitfeldt",
    "email": "emil.hvitfeldt@posit.co",
    "login": "emilhvitfeldt",
    "bluesky": "@emilhvitfeldt.bsky.social",
    "description": "All things @tidymodels",
    "uuid": 14034784,
    "orcid": "0000-0002-0679-1945"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "parsnip",
      "version": ">= 1.4.0",
      "role": "Depends"
    },
    {
      "package": "R",
      "version": ">= 4.1",
      "role": "Depends"
    },
    {
      "package": "cli",
      "role": "Imports"
    },
    {
      "package": "dials",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "purrr",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "version": ">= 1.1.0",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "tibble",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "withr",
      "role": "Imports"
    },
    {
      "package": "aorsf",
      "version": ">= 0.1.5",
      "role": "Suggests"
    },
    {
      "package": "covr",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "lightgbm",
      "role": "Suggests"
    },
    {
      "package": "Matrix",
      "role": "Suggests"
    },
    {
      "package": "modeldata",
      "role": "Suggests"
    },
    {
      "package": "partykit",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "rsample",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    },
    {
      "package": "tune",
      "role": "Suggests"
    }
  ],
  "_owner": "tidymodels",
  "_selfowned": true,
  "_usedby": 1,
  "_updates": [
    {
      "week": "2025-24",
      "n": 5
    },
    {
      "week": "2025-25",
      "n": 1
    },
    {
      "week": "2025-26",
      "n": 1
    },
    {
      "week": "2025-46",
      "n": 2
    },
    {
      "week": "2025-47",
      "n": 1
    },
    {
      "week": "2026-09",
      "n": 1
    },
    {
      "week": "2026-21",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "v0.4.0",
      "date": "2025-06-23"
    },
    {
      "name": "v0.4.1",
      "date": "2026-05-21"
    }
  ],
  "_stars": 54,
  "_contributors": [
    {
      "user": "simonpcouch",
      "count": 151,
      "uuid": 35748691
    },
    {
      "user": "emilhvitfeldt",
      "count": 45,
      "uuid": 14034784
    },
    {
      "user": "jameslamb",
      "count": 8,
      "uuid": 7608904
    },
    {
      "user": "topepo",
      "count": 7,
      "uuid": 5731043
    },
    {
      "user": "hfrick",
      "count": 3,
      "uuid": 12950918
    },
    {
      "user": "bcjaeger",
      "count": 1,
      "uuid": 11821781
    },
    {
      "user": "jeroenjanssens",
      "count": 1,
      "uuid": 1368256
    }
  ],
  "_userbio": {
    "uuid": 29100987,
    "type": "organization",
    "name": "tidymodels"
  },
  "_downloads": {
    "count": 1393,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/bonsai"
  },
  "_devurl": "https://github.com/tidymodels/bonsai",
  "_pkgdown": "https://bonsai.tidymodels.org/",
  "_searchresults": 24448,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/bonsai.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/tidymodels/bonsai",
  "_realowner": "tidymodels",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2022-06-23"
    },
    {
      "version": "0.2.0",
      "date": "2022-08-31"
    },
    {
      "version": "0.2.1",
      "date": "2022-11-29"
    },
    {
      "version": "0.3.0",
      "date": "2024-06-23"
    },
    {
      "version": "0.3.1",
      "date": "2024-07-23"
    },
    {
      "version": "0.3.2",
      "date": "2025-02-11"
    },
    {
      "version": "0.4.0",
      "date": "2025-06-25"
    }
  ],
  "_exports": [
    "%>%",
    "predict_catboost_classification_class",
    "predict_catboost_classification_prob",
    "predict_catboost_classification_raw",
    "predict_catboost_regression_numeric",
    "predict_lightgbm_classification_class",
    "predict_lightgbm_classification_prob",
    "predict_lightgbm_classification_raw",
    "predict_lightgbm_regression_numeric",
    "train_catboost",
    "train_lightgbm"
  ],
  "_help": [
    {
      "page": "bonsai-package",
      "title": "bonsai: Model Wrappers for Tree-Based Models",
      "topics": [
        "bonsai-package",
        "bonsai"
      ]
    }
  ],
  "_pkglogo": "https://github.com/tidymodels/bonsai/raw/HEAD/man/figures/logo.png",
  "_readme": "https://github.com/tidymodels/bonsai/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "codetools",
    "cpp11",
    "dials",
    "DiceDesign",
    "dplyr",
    "farver",
    "generics",
    "ggplot2",
    "globals",
    "glue",
    "gtable",
    "hardhat",
    "isoband",
    "labeling",
    "lifecycle",
    "magrittr",
    "parsnip",
    "pillar",
    "pkgconfig",
    "prettyunits",
    "purrr",
    "R6",
    "RColorBrewer",
    "rlang",
    "S7",
    "scales",
    "sfd",
    "sparsevctrs",
    "stringi",
    "stringr",
    "tibble",
    "tidyr",
    "tidyselect",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr"
  ],
  "_vignettes": [
    {
      "source": "bonsai.Rmd",
      "filename": "bonsai.html",
      "title": "Introduction to bonsai",
      "engine": "knitr::rmarkdown",
      "headings": [],
      "created": "2022-05-16 17:42:41",
      "modified": "2025-04-25 14:57:36",
      "commits": 4
    }
  ],
  "_score": 11.06392876259611,
  "_indexed": true,
  "_nocasepkg": "bonsai",
  "_universes": [
    "tidymodels",
    "emilhvitfeldt"
  ],
  "_previous": "0.4.0.9000",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.4.1.9000",
      "date": "2026-05-22T00:09:26.000Z",
      "distro": "noble",
      "commit": "fe70ae95c38e791865ab4bf7c55771b26f206f67",
      "fileid": "e210901989a713f52f06c1c59064e4812548ff7e6c45615c3269e192796f2609",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/26260337397"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.4.1.9000",
      "date": "2026-05-22T00:09:20.000Z",
      "distro": "noble",
      "commit": "fe70ae95c38e791865ab4bf7c55771b26f206f67",
      "fileid": "faf25ec835809f5131810725b9570403803d89ef55b59f803e0523627d196d6d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/26260337397"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.4.1.9000",
      "date": "2026-05-22T00:08:25.000Z",
      "commit": "fe70ae95c38e791865ab4bf7c55771b26f206f67",
      "fileid": "a6f7d66d6b62061e7d112827619d9971fb8afdf83c9a6556bb0b20ea2f09d2a2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/26260337397"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.4.1.9000",
      "date": "2026-05-22T00:09:01.000Z",
      "commit": "fe70ae95c38e791865ab4bf7c55771b26f206f67",
      "fileid": "9bcc5dffa16b6d72c31db8ae718b2c6ecd1f3c76396781773a588e2e4b379d16",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/26260337397"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.4.1.9000",
      "date": "2026-05-22T00:09:16.000Z",
      "commit": "fe70ae95c38e791865ab4bf7c55771b26f206f67",
      "fileid": "be1dae523071d62a1154f2090e1f044166bd2232ac68a7af740bc82994253618",
      "status": "success",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/26260337397"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.4.1.9000",
      "date": "2026-05-22T00:08:12.000Z",
      "commit": "fe70ae95c38e791865ab4bf7c55771b26f206f67",
      "fileid": "98a3777bfc151da8857046a9e4981b8edc05e03ad8ed0adba838132410347c76",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/26260337397"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.4.1.9000",
      "date": "2026-05-22T00:08:18.000Z",
      "commit": "fe70ae95c38e791865ab4bf7c55771b26f206f67",
      "fileid": "456a8a03ac757abcea7098857ac3d2c6b03c28c58ccfafc19ca0627e77d7a5fa",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/26260337397"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.4.1.9000",
      "date": "2026-05-22T00:08:05.000Z",
      "commit": "fe70ae95c38e791865ab4bf7c55771b26f206f67",
      "fileid": "f3b8559a1ebf869f4507c129d0c2d90828454f8badc5f59d2706b0783a13d485",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/26260337397"
    }
  ]
}