{
  "_id": "6ab9698999f7aa8c6aa3aa35",
  "Package": "agua",
  "Title": "'tidymodels' Integration with 'h2o'",
  "Version": "0.1.4.9000",
  "Authors@R": "c(\nperson(\"Max\", \"Kuhn\", , \"max@posit.co\", role = \"aut\",\ncomment = c(ORCID = \"0000-0003-2402-136X\")),\nperson(\"Qiushi\", \"Yan\", , \"qiushi.yann@gmail.com\", role = c(\"aut\", \"cre\")),\nperson(\"Steven\", \"Pawley\", , \"dr.stevenpawley@gmail.com\", role = \"aut\"),\nperson(given = \"Posit Software, PBC\", role = c(\"cph\", \"fnd\"))\n)",
  "Description": "Create and evaluate models using 'tidymodels' and 'h2o'\n<https://h2o.ai/>. The package enables users to specify 'h2o'\nas an engine for several modeling methods.",
  "License": "MIT + file LICENSE",
  "URL": "https://agua.tidymodels.org/, https://github.com/tidymodels/agua",
  "BugReports": "https://github.com/tidymodels/agua/issues",
  "Config/Needs/website": "tidyverse/tidytemplate, doParallel, tidymodels,\nvip",
  "Config/testthat/edition": "3",
  "Config/testthat/parallel": "false",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.2.3",
  "VignetteBuilder": "knitr",
  "Config/pak/sysreqs": "cmake make default-jdk libicu-dev libuv1-dev",
  "Repository": "https://tidymodels.r-universe.dev",
  "Date/Publication": "2024-06-13 05:19:36 UTC",
  "RemoteUrl": "https://github.com/tidymodels/agua",
  "RemoteRef": "HEAD",
  "RemoteSha": "dfc7a13ad37d5ddbe58cb4d37f6b4de494118a20",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-09-27 18:55:27 UTC",
    "User": "root"
  },
  "Author": "Max Kuhn [aut] (ORCID: <https://orcid.org/0000-0003-2402-136X>),\nQiushi Yan [aut, cre],\nSteven Pawley [aut],\nPosit Software, PBC [cph, fnd]",
  "Maintainer": "Qiushi Yan <qiushi.yann@gmail.com>",
  "_user": "tidymodels",
  "_type": "src",
  "_file": "agua_0.1.4.9000.tar.gz",
  "_fileid": "https://r2.ropensci.org/ad5889132fbb45c6ff480c7ffb197041d0f218f23ab0d077e410d6491015eaad",
  "_filesize": 319459,
  "_sha256": "ad5889132fbb45c6ff480c7ffb197041d0f218f23ab0d077e410d6491015eaad",
  "_expires": "2027-01-05T19:07:51.000Z",
  "_created": "2026-09-27T18:55:27.000Z",
  "_published": "2026-09-27T19:07:53.814Z",
  "_jobs": [
    {
      "job": 108685108196,
      "time": 264,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10939562413"
    },
    {
      "job": 108685108206,
      "time": 192,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10939371745"
    },
    {
      "job": 108685108183,
      "time": 143,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10940016226"
    },
    {
      "job": 108685108211,
      "time": 135,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10939423443"
    },
    {
      "job": 108684180910,
      "time": 318,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10938864869"
    },
    {
      "job": 108685108177,
      "time": 161,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "10939447553"
    },
    {
      "job": 108685108213,
      "time": 172,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "10938914847"
    },
    {
      "job": 108685108197,
      "time": 145,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "10939182004"
    },
    {
      "job": 108685108227,
      "time": 158,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "10938969469"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/tidymodels/actions/runs/36342124448",
  "_status": "success",
  "_upstream": "https://github.com/tidymodels/agua",
  "_commit": {
    "id": "dfc7a13ad37d5ddbe58cb4d37f6b4de494118a20",
    "author": "Qiushi Yan <qiushi.yann@gmail.com>",
    "committer": "Qiushi Yan <qiushi.yann@gmail.com>",
    "message": "Update model_engines.R\n",
    "time": 1718255976
  },
  "_maintainer": {
    "name": "Qiushi Yan",
    "email": "qiushi.yann@gmail.com",
    "login": "qiushiyan",
    "description": "",
    "uuid": 48123899
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "parsnip",
      "role": "Depends"
    },
    {
      "package": "cli",
      "role": "Imports"
    },
    {
      "package": "dials",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "generics",
      "version": ">= 0.1.3",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "glue",
      "role": "Imports"
    },
    {
      "package": "h2o",
      "version": ">= 3.38.0.1",
      "role": "Imports"
    },
    {
      "package": "hardhat",
      "version": ">= 1.1.0",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "pkgconfig",
      "role": "Imports"
    },
    {
      "package": "purrr",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "role": "Imports"
    },
    {
      "package": "rsample",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "tibble",
      "role": "Imports"
    },
    {
      "package": "tidyr",
      "role": "Imports"
    },
    {
      "package": "tune",
      "version": ">= 1.2.0",
      "role": "Imports"
    },
    {
      "package": "vctrs",
      "role": "Imports"
    },
    {
      "package": "workflows",
      "role": "Imports"
    },
    {
      "package": "covr",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "modeldata",
      "role": "Suggests"
    },
    {
      "package": "recipes",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "tidymodels",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 25,
  "_contributors": [
    {
      "user": "qiushiyan",
      "count": 160,
      "uuid": 48123899
    },
    {
      "user": "topepo",
      "count": 13,
      "uuid": 5731043
    },
    {
      "user": "simonpcouch",
      "count": 10,
      "uuid": 35748691
    },
    {
      "user": "hfrick",
      "count": 6,
      "uuid": 12950918
    },
    {
      "user": "gvelasq",
      "count": 1,
      "uuid": 20712598
    }
  ],
  "_userbio": {
    "uuid": 29100987,
    "type": "organization",
    "name": "tidymodels",
    "followers": 573
  },
  "_downloads": {
    "count": 693,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/agua"
  },
  "_devurl": "https://github.com/tidymodels/agua",
  "_pkgdown": "https://agua.tidymodels.org/",
  "_searchresults": 145,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/agua.html",
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "LICENSE"
  ],
  "_homeurl": "https://github.com/tidymodels/agua",
  "_realowner": "tidymodels",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.0.1",
      "date": "2022-06-02"
    },
    {
      "version": "0.1.0",
      "date": "2022-10-11"
    },
    {
      "version": "0.1.1",
      "date": "2023-02-09"
    },
    {
      "version": "0.1.2",
      "date": "2023-02-23"
    },
    {
      "version": "0.1.3",
      "date": "2023-06-03"
    },
    {
      "version": "0.1.4",
      "date": "2024-06-04"
    }
  ],
  "_exports": [
    "%>%",
    "agua_backend_options",
    "as_h2o",
    "as_tibble",
    "autoplot",
    "collect_metrics",
    "extract_fit_engine",
    "extract_fit_parsnip",
    "get_leaderboard",
    "h2o_activation",
    "h2o_end",
    "h2o_get_frame",
    "h2o_get_model",
    "h2o_predict",
    "h2o_predict_classification",
    "h2o_predict_regression",
    "h2o_remove",
    "h2o_remove_all",
    "h2o_running",
    "h2o_split",
    "h2o_start",
    "h2o_train",
    "h2o_train_auto",
    "h2o_train_gbm",
    "h2o_train_glm",
    "h2o_train_mlp",
    "h2o_train_nb",
    "h2o_train_rf",
    "h2o_train_rule",
    "h2o_train_xgboost",
    "h2o_xgboost_available",
    "member_weights",
    "rank_results",
    "refit",
    "tidy"
  ],
  "_help": [
    {
      "page": "h2o_tune",
      "title": "Control model tuning via 'h2o::h2o.grid()'",
      "topics": [
        "agua_backend_options"
      ]
    },
    {
      "page": "as_h2o",
      "title": "Data conversion tools",
      "topics": [
        "as_h2o",
        "as_tibble.H2OFrame"
      ]
    },
    {
      "page": "automl-autoplot",
      "title": "Plot rankings and metrics of H2O AutoML results",
      "topics": [
        "autoplot.H2OAutoML",
        "autoplot.workflow"
      ]
    },
    {
      "page": "h2o_predict",
      "title": "Prediction wrappers for h2o",
      "topics": [
        "h2o_predict",
        "h2o_predict_classification",
        "h2o_predict_regression",
        "predict._H2OAutoML"
      ]
    },
    {
      "page": "h2o-server",
      "title": "Utility functions for interacting with the h2o server",
      "topics": [
        "h2o_end",
        "h2o_get_frame",
        "h2o_get_model",
        "h2o_remove",
        "h2o_remove_all",
        "h2o_running",
        "h2o_start",
        "h2o_xgboost_available"
      ]
    },
    {
      "page": "h2o_train",
      "title": "Model wrappers for h2o",
      "topics": [
        "h2o_train",
        "h2o_train_auto",
        "h2o_train_gbm",
        "h2o_train_glm",
        "h2o_train_mlp",
        "h2o_train_nb",
        "h2o_train_rf",
        "h2o_train_rule",
        "h2o_train_xgboost"
      ]
    },
    {
      "page": "automl-tools",
      "title": "Tools for working with H2O AutoML results",
      "topics": [
        "collect_metrics.H2OAutoML",
        "collect_metrics.workflow",
        "collect_metrics._H2OAutoML",
        "extract_fit_engine._H2OAutoML",
        "extract_fit_parsnip._H2OAutoML",
        "get_leaderboard",
        "member_weights",
        "rank_results.H2OAutoML",
        "rank_results.workflow",
        "rank_results._H2OAutoML",
        "refit.workflow",
        "refit._H2OAutoML",
        "tidy._H2OAutoML"
      ]
    }
  ],
  "_pkglogo": "https://github.com/tidymodels/agua/raw/HEAD/man/figures/logo.svg",
  "_readme": "https://github.com/tidymodels/agua/raw/HEAD/README.md",
  "_rundeps": [
    "base64enc",
    "bitops",
    "bslib",
    "cachem",
    "class",
    "cli",
    "clock",
    "codetools",
    "cpp11",
    "data.table",
    "diagram",
    "dials",
    "DiceDesign",
    "digest",
    "dplyr",
    "evaluate",
    "farver",
    "fastmap",
    "fontawesome",
    "fs",
    "furrr",
    "future",
    "future.apply",
    "GauPro",
    "generics",
    "ggplot2",
    "globals",
    "glue",
    "gower",
    "gtable",
    "h2o",
    "hardhat",
    "highr",
    "htmltools",
    "ipred",
    "isoband",
    "jquerylib",
    "jsonlite",
    "KernSmooth",
    "knitr",
    "labeling",
    "lattice",
    "lava",
    "lbfgs",
    "lifecycle",
    "listenv",
    "lubridate",
    "magrittr",
    "MASS",
    "Matrix",
    "memoise",
    "mime",
    "mixopt",
    "modelenv",
    "nnet",
    "numDeriv",
    "parallelly",
    "parsnip",
    "pillar",
    "pkgconfig",
    "prettyunits",
    "prodlim",
    "progressr",
    "purrr",
    "R6",
    "rappdirs",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "RCurl",
    "recipes",
    "rlang",
    "rmarkdown",
    "rpart",
    "rsample",
    "S7",
    "sass",
    "scales",
    "sfd",
    "shape",
    "slider",
    "sparsevctrs",
    "splitfngr",
    "SQUAREM",
    "stringi",
    "stringr",
    "survival",
    "tailor",
    "tibble",
    "tidyr",
    "tidyselect",
    "timechange",
    "timeDate",
    "tinytex",
    "tune",
    "tzdb",
    "utf8",
    "vctrs",
    "viridisLite",
    "warp",
    "withr",
    "workflows",
    "xfun",
    "yaml",
    "yardstick"
  ],
  "_vignettes": [
    {
      "source": "agua.Rmd",
      "filename": "agua.html",
      "title": "Introduction to agua",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Fitting models with the 'h2o' engine"
      ],
      "created": "2022-07-12 15:06:17",
      "modified": "2022-10-12 17:56:40",
      "commits": 2
    }
  ],
  "_score": 6.860338006570993,
  "_indexed": true,
  "_nocasepkg": "agua",
  "_universes": [
    "tidymodels",
    "qiushiyan"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.4.9000",
      "date": "2026-09-27T18:59:09.000Z",
      "distro": "resolute",
      "commit": "dfc7a13ad37d5ddbe58cb4d37f6b4de494118a20",
      "fileid": "https://r2.ropensci.org/8a945ca44b5c1efd6fae7ae2cb48e1e60a9d7991c95ce5f5eb4d99975329128e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/36342124448"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.1.4.9000",
      "date": "2026-09-27T18:58:16.000Z",
      "distro": "resolute",
      "commit": "dfc7a13ad37d5ddbe58cb4d37f6b4de494118a20",
      "fileid": "https://r2.ropensci.org/36aaf020888bbcc10d815f7c072a35904213864053f216d734435ab0fddb32c5",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/36342124448"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.4.9000",
      "date": "2026-09-27T19:06:34.000Z",
      "commit": "dfc7a13ad37d5ddbe58cb4d37f6b4de494118a20",
      "fileid": "https://r2.ropensci.org/c476409c33830d1ca249fd1e3f894aec7547258d0f0686ff42267c93ec67acc6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/36342124448"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.1.4.9000",
      "date": "2026-09-27T19:06:22.000Z",
      "commit": "dfc7a13ad37d5ddbe58cb4d37f6b4de494118a20",
      "fileid": "https://r2.ropensci.org/7b5793d990813f08b3c732f5c52316d1fc79ae4a3bb67abf2f6e7f48de050e5b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/36342124448"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.4.9000",
      "date": "2026-09-27T18:58:36.000Z",
      "commit": "dfc7a13ad37d5ddbe58cb4d37f6b4de494118a20",
      "fileid": "https://r2.ropensci.org/2004f142b0d609beb8391ba7f722923667fdbe06122d8027b24f904a97b87942",
      "status": "success",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/36342124448"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.4.9000",
      "date": "2026-09-27T18:57:22.000Z",
      "commit": "dfc7a13ad37d5ddbe58cb4d37f6b4de494118a20",
      "fileid": "https://r2.ropensci.org/82038dffcee3130c5e0ea9d11eef288bf236feaf5deb1d2135d4a6df163799e8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/36342124448"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.4.9000",
      "date": "2026-09-27T18:56:50.000Z",
      "commit": "dfc7a13ad37d5ddbe58cb4d37f6b4de494118a20",
      "fileid": "https://r2.ropensci.org/98c45acc86d435a52471c3c17694bf7198b010a4600425600a2a405544fb07ce",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/36342124448"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.1.4.9000",
      "date": "2026-09-27T18:57:04.000Z",
      "commit": "dfc7a13ad37d5ddbe58cb4d37f6b4de494118a20",
      "fileid": "https://r2.ropensci.org/fa21c23a03c8cc404cca1b2cd8fc235e3fe2c6b3f9a6df6e9f018becbd14b8fd",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/36342124448"
    }
  ]
}