{
  "_id": "6abe2f5c99f7aa8c6aa53624",
  "Package": "synthesizer",
  "Type": "Package",
  "Title": "Fast, Robust, and High-Quality Synthetic Data Generation with a\nTuneable Privacy-Utility Trade-Off",
  "Version": "0.5.0",
  "Authors@R": "c( person(\"Mark\", \"van der Loo\", role=c(\"aut\",\"cre\")\n, email=\"mark.vanderloo@gmail.com\"\n, comment= c(ORCID=\"0000-0002-9807-4686\")))",
  "Maintainer": "Mark van der Loo <mark.vanderloo@gmail.com>",
  "Description": "Synthesize numeric, categorical, mixed and time series\ndata. Data circumstances including mixed (or zero-inflated)\ndistributions and missing data patterns are reproduced in the\nsynthetic data. A single parameter allows balancing between\nhigh-quality synthetic data that represents correlations of the\noriginal data and lower quality but more privacy safe synthetic\ndata without correlations. Tuning can be done per variable or\nfor the whole dataset.",
  "License": "EUPL",
  "URL": "https://github.com/markvanderloo/synthesizer",
  "VignetteBuilder": "simplermarkdown",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.3.2",
  "Repository": "https://markvanderloo.r-universe.dev",
  "Date/Publication": "2025-10-28 08:53:15 UTC",
  "RemoteUrl": "https://github.com/markvanderloo/synthesizer",
  "RemoteRef": "HEAD",
  "RemoteSha": "5a0882cdc06d727b7f69eb985b40cf47b1c6f86e",
  "RemoteSubdir": "pkg",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-01 09:58:23 UTC",
    "User": "root"
  },
  "Author": "Mark van der Loo [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-9807-4686>)",
  "_user": "markvanderloo",
  "_type": "src",
  "_file": "synthesizer_0.5.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/3259db5b7c2005b788b34a34e6eec0e553b6a7dc1c41b17039341c7ae02dc901",
  "_filesize": 172544,
  "_sha256": "3259db5b7c2005b788b34a34e6eec0e553b6a7dc1c41b17039341c7ae02dc901",
  "_expires": "2027-01-09T10:00:58.000Z",
  "_created": "2026-10-01T09:58:23.000Z",
  "_published": "2026-10-01T10:01:00.305Z",
  "_jobs": [
    {
      "job": 110316771692,
      "time": 94,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "11153168347"
    },
    {
      "job": 110316771678,
      "time": 110,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "11153602073"
    },
    {
      "job": 110316771518,
      "time": 100,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "11152479966"
    },
    {
      "job": 110316771668,
      "time": 79,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "11153322632"
    },
    {
      "job": 110315749283,
      "time": 176,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11152374678"
    },
    {
      "job": 110316771659,
      "time": 86,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11153313383"
    },
    {
      "job": 110316771682,
      "time": 60,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "11152804371"
    },
    {
      "job": 110316771667,
      "time": 67,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "11152884673"
    },
    {
      "job": 110316771626,
      "time": 46,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "11153835657"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/markvanderloo/actions/runs/36845826068",
  "_status": "success",
  "_upstream": "https://github.com/markvanderloo/synthesizer",
  "_commit": {
    "id": "5a0882cdc06d727b7f69eb985b40cf47b1c6f86e",
    "author": "Mark van der Loo <mark.vanderloo@gmail.com>",
    "committer": "Mark van der Loo <mark.vanderloo@gmail.com>",
    "message": "updated values of p_i for better ECDF\n",
    "time": 1761641595
  },
  "_maintainer": {
    "name": "Mark van der Loo",
    "email": "mark.vanderloo@gmail.com",
    "login": "markvanderloo",
    "description": "math, programming, data",
    "uuid": 1927426,
    "orcid": "0000-0002-9807-4686"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "tinytest",
      "role": "Suggests"
    },
    {
      "package": "simplermarkdown",
      "role": "Suggests"
    }
  ],
  "_owner": "markvanderloo",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-44",
      "n": 1
    }
  ],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "markvanderloo",
      "count": 42,
      "uuid": 1927426
    }
  ],
  "_userbio": {
    "uuid": 1927426,
    "type": "user",
    "name": "Mark van der Loo",
    "followers": 273,
    "description": "math, programming, data"
  },
  "_downloads": {
    "count": 266,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/synthesizer"
  },
  "_devurl": "https://github.com/markvanderloo/synthesizer",
  "_searchresults": 8,
  "_rbuild": "4.6.1",
  "_assets": [
    "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",
    "extra/synthesizer.html"
  ],
  "_homeurl": "https://github.com/markvanderloo/synthesizer",
  "_realowner": "markvanderloo",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.2.0",
      "date": "2024-06-14"
    },
    {
      "version": "0.3.0",
      "date": "2024-10-01"
    },
    {
      "version": "0.3.1",
      "date": "2024-10-11"
    },
    {
      "version": "0.4.0",
      "date": "2025-02-07"
    },
    {
      "version": "0.5.0",
      "date": "2025-07-10"
    },
    {
      "version": "0.6.0",
      "date": "2025-11-18"
    }
  ],
  "_exports": [
    "make_synthesizer",
    "synthesize"
  ],
  "_help": [],
  "_readme": "https://github.com/markvanderloo/synthesizer/raw/HEAD/README.md",
  "_rundeps": [],
  "_vignettes": [
    {
      "source": "introduction.md",
      "filename": "introduction.html",
      "title": "Introduction to synthesizer",
      "engine": "simplermarkdown::mdweave_to_html",
      "headings": [
        "title: Introduction to synthesizerauthor: Mark P.J. van der Loocss: style.css",
        "Introduction",
        "Installation",
        "A first example",
        "Controlling the utility-privacy trade-off",
        "Synthesizing (multivariate) time series",
        "How it works"
      ],
      "created": "2024-06-12 15:11:14",
      "modified": "2025-02-19 12:06:22",
      "commits": 14
    }
  ],
  "_score": 3.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "synthesizer",
  "_universes": [
    "markvanderloo"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.5.0",
      "date": "2026-10-01T10:00:12.000Z",
      "distro": "resolute",
      "commit": "5a0882cdc06d727b7f69eb985b40cf47b1c6f86e",
      "fileid": "https://r2.ropensci.org/882c42f1af16b79a56e8907da7fea3cfb22cb1dd29838599ebacf86af0ad414f",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/markvanderloo/actions/runs/36845826068"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.5.0",
      "date": "2026-10-01T10:00:23.000Z",
      "distro": "resolute",
      "commit": "5a0882cdc06d727b7f69eb985b40cf47b1c6f86e",
      "fileid": "https://r2.ropensci.org/a4d02e7f708a5ab39237238493e4c15066cb7b77149a0693361578c86fbb0c59",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/markvanderloo/actions/runs/36845826068"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.5.0",
      "date": "2026-10-01T10:00:19.000Z",
      "commit": "5a0882cdc06d727b7f69eb985b40cf47b1c6f86e",
      "fileid": "https://r2.ropensci.org/44ac5f9dc4afbe4d512b767a0dca7e2b60e540d70faf34c8edd049364bbf1b5f",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/markvanderloo/actions/runs/36845826068"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.5.0",
      "date": "2026-10-01T09:59:58.000Z",
      "commit": "5a0882cdc06d727b7f69eb985b40cf47b1c6f86e",
      "fileid": "https://r2.ropensci.org/bff667ab50cfed09e4e5986ff52feb99f11998bde7f4d06e25e4c40f70f3cbc0",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/markvanderloo/actions/runs/36845826068"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.5.0",
      "date": "2026-10-01T10:00:10.000Z",
      "commit": "5a0882cdc06d727b7f69eb985b40cf47b1c6f86e",
      "fileid": "https://r2.ropensci.org/cf088e5372987b97eb86d838977bdaaf39d87359c293edd4e0cbbaf1765bf6da",
      "status": "success",
      "buildurl": "https://github.com/r-universe/markvanderloo/actions/runs/36845826068"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.5.0",
      "date": "2026-10-01T09:59:32.000Z",
      "commit": "5a0882cdc06d727b7f69eb985b40cf47b1c6f86e",
      "fileid": "https://r2.ropensci.org/8440b2692ad390673a565cf0f248e3e42640376ec3afc22ab4449b43512eaafc",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/markvanderloo/actions/runs/36845826068"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.5.0",
      "date": "2026-10-01T09:59:39.000Z",
      "commit": "5a0882cdc06d727b7f69eb985b40cf47b1c6f86e",
      "fileid": "https://r2.ropensci.org/60517d4eb3628e2716f7e6f98d163d5b44491e50e028f3bed60fb71fb5983ad7",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/markvanderloo/actions/runs/36845826068"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.5.0",
      "date": "2026-10-01T09:59:18.000Z",
      "commit": "5a0882cdc06d727b7f69eb985b40cf47b1c6f86e",
      "fileid": "https://r2.ropensci.org/b4504ca92e7093239a0cdb5fb8e3bfb4e300e24baae3ec4cfd6ac487d86f9395",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/markvanderloo/actions/runs/36845826068"
    }
  ]
}