{
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  "Package": "pmlbr",
  "Title": "Interface to the Penn Machine Learning Benchmarks Data\nRepository",
  "Description": "Check available classification and regression data sets\nfrom the PMLB repository and download them. The PMLB repository\n(<https://github.com/EpistasisLab/pmlbr>) contains a curated\ncollection of data sets for evaluating and comparing machine\nlearning algorithms. These data sets cover a range of\napplications, and include binary/multi-class classification\nproblems and regression problems, as well as combinations of\ncategorical, ordinal, and continuous features. There are\ncurrently over 150 datasets included in the PMLB repository.",
  "Version": "0.3.0.9000",
  "Authors@R": "c(\nperson(\"Trang\", \"Le\", email = \"grixor@gmail.com\", role = c(\"aut\", \"cre\"), comment = \"https://trang.page/\"),\nperson(\"makeyourownmaker\", email = \"makeyourownmaker@gmx.com\", role = \"aut\", comment = \"https://github.com/makeyourownmaker\"),\nperson(\"Jason\", \"Moore\", email = \"jhmoore@upenn.edu\", role = \"aut\", comment = \"http://www.epistasisblog.org/\"),\nperson(\"University of Pennsylvania\", role = \"cph\"))",
  "BugReports": "https://github.com/EpistasisLab/pmlbr/issues",
  "License": "GPL-2 | file LICENSE",
  "URL": "https://github.com/EpistasisLab/pmlbr",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.3.2",
  "Config/testthat/edition": "3",
  "Repository": "https://epistasislab.r-universe.dev",
  "Date/Publication": "2025-03-11 15:02:19 UTC",
  "RemoteUrl": "https://github.com/epistasislab/pmlbr",
  "RemoteRef": "HEAD",
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  "NeedsCompilation": "no",
  "Packaged": {
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    "User": "root"
  },
  "Author": "Trang Le [aut, cre] (https://trang.page/),\nmakeyourownmaker [aut] (https://github.com/makeyourownmaker),\nJason Moore [aut] (http://www.epistasisblog.org/),\nUniversity of Pennsylvania [cph]",
  "Maintainer": "Trang Le <grixor@gmail.com>",
  "MD5sum": "cde835f0a22cf294ec58eca906626815",
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  "_published": "2026-05-23T06:04:46.423Z",
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    "committer": "lelaboratoire <grixor@gmail.com>",
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    "email": "grixor@gmail.com",
    "login": "trangdata",
    "twitter": "@trangdata",
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    },
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  "_selfowned": true,
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  "_updates": [],
  "_tags": [],
  "_stars": 10,
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    "type": "organization",
    "name": "Epistasis Lab at Cedars Sinai",
    "description": "Prof. Jason H. Moore's research lab at Cedars Sinai"
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    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/pmlbr"
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  "_devurl": "https://github.com/epistasislab/pmlbr",
  "_searchresults": 19,
  "_rbuild": "4.6.0",
  "_assets": [
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    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/pmlbr.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
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  "_homeurl": "https://github.com/epistasislab/pmlbr",
  "_realowner": "epistasislab",
  "_cranurl": true,
  "_releases": [
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      "date": "2020-10-02"
    },
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      "date": "2023-09-29"
    },
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      "date": "2024-11-04"
    },
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      "date": "2025-02-19"
    },
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      "date": "2025-02-28"
    }
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    "classification_datasets",
    "dataset_names",
    "fetch_data",
    "nearest_datasets",
    "pmlb_metadata",
    "regression_datasets",
    "summary_stats"
  ],
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    {
      "page": "classification_datasets",
      "title": "Classification datasets",
      "topics": [
        "classification_datasets"
      ]
    },
    {
      "page": "compute_imbalance",
      "title": "Computes imbalance value for a given dataset.",
      "topics": [
        "compute_imbalance"
      ]
    },
    {
      "page": "dataset_names",
      "title": "All available datasets",
      "topics": [
        "dataset_names"
      ]
    },
    {
      "page": "fetch_data",
      "title": "fetch_data function",
      "topics": [
        "fetch_data"
      ]
    },
    {
      "page": "get_type",
      "title": "Get type/class of given vector.",
      "topics": [
        "get_type"
      ]
    },
    {
      "page": "graceful_download",
      "title": "Download a File Gracefully with Retry Mechanism",
      "topics": [
        "graceful_download"
      ]
    },
    {
      "page": "nearest_datasets-methods",
      "title": "Select nearest datasets given input `x`.",
      "topics": [
        "nearest_datasets",
        "nearest_datasets.character",
        "nearest_datasets.data.frame",
        "nearest_datasets.default"
      ]
    },
    {
      "page": "pmlb",
      "title": "pmlb: R interface to the Penn Machine Learning Benchmarks data repository",
      "topics": [
        "pmlb",
        "pmlbr"
      ]
    },
    {
      "page": "pmlb_metadata",
      "title": "Get metadata for all datasets in PMLB.",
      "topics": [
        "pmlb_metadata"
      ]
    },
    {
      "page": "regression_datasets",
      "title": "Regression datasets",
      "topics": [
        "regression_datasets"
      ]
    },
    {
      "page": "summary_stats",
      "title": "Summary statistics",
      "topics": [
        "summary_stats"
      ]
    }
  ],
  "_pkglogo": "https://github.com/epistasislab/pmlbr/raw/HEAD/man/figures/logo.png",
  "_readme": "https://github.com/epistasislab/pmlbr/raw/HEAD/README.md",
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