{ "_id": "6a23c708530b9bc726bdf84f", "Package": "fairGATE", "Title": "FairGATE (Fair Gated Algorithm for Targeted Equity)", "Version": "0.1.0", "Authors@R": "person(\"Rhys\", \"Holland\", , \"rhys.holland@icloud.com\", role = c(\"aut\", \"cre\"))", "Description": "Tools for training and analysing fairness-aware gated\nneural networks for subgroup-aware prediction and\ninterpretation in clinical datasets. Methods draw on prior work\nin mixture-of-experts neural networks by Jordan and Jacobs\n(1994) , fairness-aware\nlearning by Hardt, Price, and Srebro (2016)\n, and personalised treatment\nprediction for depression by Iniesta, Stahl, and McGuffin\n(2016) .", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "VignetteBuilder": "knitr", "URL": "https://github.com/rhysholland/FairGATE", "BugReports": "https://github.com/rhysholland/FairGate/issues", "SystemRequirements": "Optional 'LibTorch' backend; install via\ntorch::install_torch().", "Config/pak/sysreqs": "libicu-dev libx11-dev", "Repository": "https://rhysholland.r-universe.dev", "Date/Publication": "2026-01-07 11:06:15 UTC", "RemoteUrl": "https://github.com/rhysholland/fairgate", "RemoteRef": "HEAD", "RemoteSha": "71bb249dd954920d1898f3f0c4655f4a90ed0039", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-06 07:03:13 UTC", "User": "root" }, "Author": "Rhys Holland [aut, cre]", "Maintainer": "Rhys Holland ", "MD5sum": "9775efc920c58e551e2c1349836f2250", "_user": "rhysholland", "_type": "src", "_file": "fairGATE_0.1.0.tar.gz", "_fileid": "559b07c137df2a3f93ce22a5d62d9a837d446f9fb8cde94fc1394099354c3892", "_filesize": 343325, "_sha256": "559b07c137df2a3f93ce22a5d62d9a837d446f9fb8cde94fc1394099354c3892", "_created": "2026-06-06T07:03:13.000Z", "_published": "2026-06-06T07:06:48.649Z", "_distro": "noble", "_jobs": [ { "job": 79859572359, "time": 136, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "WARNING", "artifact": "7452244746" }, { "job": 79859572349, "time": 141, "config": "linux-release-x86_64", "r": "4.6.0", "check": "WARNING", "artifact": "7452245337" }, { "job": 79859572357, "time": 185, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "WARNING", "artifact": "7452246021" }, { "job": 79859572329, "time": 157, "config": "macos-release-arm64", "r": "4.6.0", "check": "WARNING", "artifact": "7452242920" }, { "job": 79859386436, "time": 180, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7452227414" }, { "job": 79859572328, "time": 116, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7452242062" }, { "job": 79859572373, "time": 115, "config": "windows-devel", "r": "4.7.0", "check": "WARNING", "artifact": "7452242319" }, { "job": 79859572368, "time": 83, "config": "windows-oldrel", "r": "4.5.3", "check": "WARNING", "artifact": "7452237941" }, { "job": 79859572364, "time": 83, "config": "windows-release", "r": "4.6.0", "check": "WARNING", "artifact": "7452237903" } ], "_buildurl": "https://github.com/r-universe/rhysholland/actions/runs/27055625746", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/rhysholland/fairgate", "_commit": { "id": "71bb249dd954920d1898f3f0c4655f4a90ed0039", "author": "rhysholland <159461101+rhysholland@users.noreply.github.com>", "committer": "GitHub ", "message": "Update vignette link in README.md", "time": 1767783975 }, "_maintainer": { "name": "Rhys Holland", "email": "rhys.holland@icloud.com", "login": "rhysholland", "description": "", "uuid": 159461101 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "dplyr", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "readr", "role": "Imports" }, { "package": "pROC", "role": "Imports" }, { "package": "magrittr", "role": "Imports" }, { "package": "tidyr", "role": "Imports" }, { "package": "purrr", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "ggalluvial", "role": "Imports" }, { "package": "tidyselect", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "torch", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" }, { "package": "readxl", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "rhysholland", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-44", "n": 1 }, { "week": "2025-45", "n": 9 }, { "week": "2025-50", "n": 3 }, { "week": "2026-02", "n": 1 } ], "_tags": [ { "name": "fairGATE_Releases", "date": "2025-11-05" } ], "_stars": 1, "_contributors": [ { "user": "rhysholland", "count": 14, "uuid": 159461101 } ], "_userbio": { "uuid": 159461101, "type": "user", "name": "rhysholland" }, "_downloads": { "count": 156, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/fairGATE" }, "_devurl": "https://github.com/rhysholland/fairgate", "_searchresults": 1, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/fairGATE.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/rhysholland/fairgate", "_realowner": "rhysholland", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2025-11-19" }, { "version": "0.1.1", "date": "2025-12-11" } ], "_exports": [ "analyse_experts", "analyse_gnn_results", "export_f360_csv", "plot_sankey", "prepare_data", "train_gnn" ], "_help": [], "_readme": "https://github.com/rhysholland/fairgate/raw/HEAD/README.md", "_rundeps": [ "bit", "bit64", "cli", "clipr", "cpp11", "crayon", "dplyr", "farver", "generics", "ggalluvial", "ggplot2", "glue", "gtable", "hms", "isoband", "labeling", "lazyeval", "lifecycle", "magrittr", "pillar", "pkgconfig", "prettyunits", "pROC", "progress", "purrr", "R6", "RColorBrewer", "Rcpp", "readr", "rlang", "S7", "scales", "stringi", "stringr", "tibble", "tidyr", "tidyselect", "tzdb", "utf8", "vctrs", "viridisLite", "vroom", "withr" ], "_score": 3.3010299956639813, "_indexed": true, "_nocasepkg": "fairgate", "_universes": [ "rhysholland" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-06-06T07:05:24.000Z", "distro": "noble", "commit": "71bb249dd954920d1898f3f0c4655f4a90ed0039", "fileid": "85c78eecf09884525a3343dc98184ee3cbdcf6ec74b8631a21c29d45805c290a", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/rhysholland/actions/runs/27055625746" }, { "r": "4.6.0", "os": "linux", "version": "0.1.0", "date": "2026-06-06T07:05:28.000Z", "distro": "noble", "commit": "71bb249dd954920d1898f3f0c4655f4a90ed0039", "fileid": "db52aabb0c3fe04de5c763231fa5f4ad566b7b0807bbeb1b846358996ceec68f", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/rhysholland/actions/runs/27055625746" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-06-06T07:05:35.000Z", "commit": "71bb249dd954920d1898f3f0c4655f4a90ed0039", "fileid": "53004ba68de9f6d2e05bd80577b95fccd54137429ee9ff1922bf10f8b71b0cf7", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/rhysholland/actions/runs/27055625746" }, { "r": "4.6.0", "os": "mac", "version": "0.1.0", "date": "2026-06-06T07:05:13.000Z", "commit": "71bb249dd954920d1898f3f0c4655f4a90ed0039", "fileid": "d0579196511adfbb1061fbf3250ee5ba94377b95ca4c71fbbb099e4513190c04", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/rhysholland/actions/runs/27055625746" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-06-06T07:05:23.000Z", "commit": "71bb249dd954920d1898f3f0c4655f4a90ed0039", "fileid": "a2608bc0bda7f654306dfc4930f7e486e0cbb1fff11fe77009a646d067efdf81", "status": "success", "buildurl": "https://github.com/r-universe/rhysholland/actions/runs/27055625746" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-06-06T07:05:08.000Z", "commit": "71bb249dd954920d1898f3f0c4655f4a90ed0039", "fileid": "e0ad0bb406dd2d48cc1da284097dec040c09b60f5e6db3479bc5d0decdc722dd", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/rhysholland/actions/runs/27055625746" }, { "r": "4.5.3", "os": "win", "version": "0.1.0", "date": "2026-06-06T07:04:24.000Z", "commit": "71bb249dd954920d1898f3f0c4655f4a90ed0039", "fileid": "9f12d79cf53a25c8dbee887c5c45796ed11ad0c3670e5a9a84be2f3389866621", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/rhysholland/actions/runs/27055625746" }, { "r": "4.6.0", "os": "win", "version": "0.1.0", "date": "2026-06-06T07:04:24.000Z", "commit": "71bb249dd954920d1898f3f0c4655f4a90ed0039", "fileid": "259626de2bb57fba7532d1b77e1b691f0abe98ba3d53762b6b6625dfed9f07a5", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/rhysholland/actions/runs/27055625746" } ] }