{ "_id": "6a39b4384c3da884a928c83d", "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), and accelerated oblique random\nforests with 'aorsf' (Jaeger et al, 2022\n).", "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": "2026-06-22 22:12:24 UTC", "User": "root" }, "Author": "Daniel Falbel [aut],\nAthos Damiani [aut],\nRoel M. Hogervorst [aut] (ORCID:\n),\nMax Kuhn [aut] (ORCID: ),\nSimon Couch [aut] (ORCID: ),\nEmil Hvitfeldt [aut, cre] (ORCID:\n),\nPosit Software, PBC [cph, fnd] (ROR: )", "Maintainer": "Emil Hvitfeldt ", "MD5sum": "f72ea124c25303be4208a45f1575c9c2", "_user": "tidymodels", "_type": "src", "_file": "bonsai_0.4.1.9000.tar.gz", "_fileid": "ea6829d8c71e122535fe4e2da5442765ed43a2573202ccc586be4d1dcd87d1cf", "_filesize": 175311, "_sha256": "ea6829d8c71e122535fe4e2da5442765ed43a2573202ccc586be4d1dcd87d1cf", "_created": "2026-06-22T22:12:24.000Z", "_published": "2026-06-22T22:16:24.207Z", "_distro": "noble", "_jobs": [ { "job": 82832528179, "time": 181, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7806329443" }, { "job": 82832528160, "time": 174, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7806327063" }, { "job": 82832528194, "time": 136, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7806334360" }, { "job": 82832528209, "time": 133, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7806333257" }, { "job": 82831916668, "time": 227, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7806273704" }, { "job": 82832528166, "time": 131, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7806314270" }, { "job": 82832528231, "time": 164, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7806326270" }, { "job": 82832528269, "time": 121, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7806311490" }, { "job": 82832528249, "time": 109, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7806307500" } ], "_buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27987348876", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/tidymodels/bonsai", "_commit": { "id": "fe70ae95c38e791865ab4bf7c55771b26f206f67", "author": "Emil Hvitfeldt ", "committer": "GitHub ", "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": "2025-25", "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": 55, "_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", "followers": 556 }, "_downloads": { "count": 1766, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/bonsai" }, "_devurl": "https://github.com/tidymodels/bonsai", "_pkgdown": "https://bonsai.tidymodels.org/", "_searchresults": 27584, "_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", "LICENSE", "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" }, { "version": "0.4.1", "date": "2026-05-22" } ], "_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": 11.160404392703382, "_indexed": true, "_nocasepkg": "bonsai", "_universes": [ "tidymodels", "emilhvitfeldt" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.4.1.9000", "date": "2026-06-22T22:15:01.000Z", "distro": "noble", "commit": "fe70ae95c38e791865ab4bf7c55771b26f206f67", "fileid": "e9b969a174bfaa10ba18c0cb8aa3a7773d65f310eeb06e0c0ecc24c070fa47af", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27987348876" }, { "r": "4.6.0", "os": "linux", "version": "0.4.1.9000", "date": "2026-06-22T22:14:55.000Z", "distro": "noble", "commit": "fe70ae95c38e791865ab4bf7c55771b26f206f67", "fileid": "cc6e0449a264af157c5ece1641c7079df93c6507992a942432f539ebd8f929ab", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27987348876" }, { "r": "4.5.3", "os": "mac", "version": "0.4.1.9000", "date": "2026-06-22T22:15:29.000Z", "commit": "fe70ae95c38e791865ab4bf7c55771b26f206f67", "fileid": "373dafd9b6abec3255862d09dc35f11847be143419983748a3b21574364d9682", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27987348876" }, { "r": "4.6.0", "os": "mac", "version": "0.4.1.9000", "date": "2026-06-22T22:15:19.000Z", "commit": "fe70ae95c38e791865ab4bf7c55771b26f206f67", "fileid": "e6e48a41214945c773bb9460567455a1c4b47f963da5753af25004427394a5b8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27987348876" }, { "r": "4.6.0", "os": "wasm", "version": "0.4.1.9000", "date": "2026-06-22T22:14:54.000Z", "commit": "fe70ae95c38e791865ab4bf7c55771b26f206f67", "fileid": "576c88568ca5beeed6a4bee3485307a3845b5cb40f712e4c2bfd73cd7fde16fc", "status": "success", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27987348876" }, { "r": "4.7.0", "os": "win", "version": "0.4.1.9000", "date": "2026-06-22T22:14:40.000Z", "commit": "fe70ae95c38e791865ab4bf7c55771b26f206f67", "fileid": "e2aa64648ff9d4b867dd8cdee2caeb8c10890849f19f836fc4dd2a9e70544731", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27987348876" }, { "r": "4.5.3", "os": "win", "version": "0.4.1.9000", "date": "2026-06-22T22:13:55.000Z", "commit": "fe70ae95c38e791865ab4bf7c55771b26f206f67", "fileid": "22e6a1fd6c8b56193967ceb1adcc1c8482d3e0b1d9159336a8f8c68c65fc769b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27987348876" }, { "r": "4.6.0", "os": "win", "version": "0.4.1.9000", "date": "2026-06-22T22:13:41.000Z", "commit": "fe70ae95c38e791865ab4bf7c55771b26f206f67", "fileid": "c4d2e3050271b2feab5baca7950cd258f03281c16d139d6834c0b5c3b9246cdd", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27987348876" } ] }