{ "_id": "6a1f22fdb401979e734209e1", "Package": "autoFlagR", "Type": "Package", "Title": "AI-Driven Anomaly Detection for Data Quality", "Version": "1.0.0", "Authors@R": "person(\"Vikrant Dev\", \"Rathore\", email = \"rathore.vikrant@gmail.com\", role = c(\"aut\", \"cre\"))", "Description": "Automated data quality auditing using unsupervised machine\nlearning. Provides AI-driven anomaly detection for data quality\nassessment, primarily designed for Electronic Health Records\n(EHR) data, with benchmarking capabilities for validation and\npublication. Methods based on: Liu et al. (2008)\n, Breunig et al. (2000)\n.", "License": "MIT + file LICENSE", "URL": "https://github.com/vikrant31/autoFlagR,\nhttps://vikrant31.github.io/autoFlagR/", "BugReports": "https://github.com/vikrant31/autoFlagR/issues", "Encoding": "UTF-8", "VignetteBuilder": "knitr", "RoxygenNote": "7.3.3", "Config/pak/sysreqs": "cmake make libuv1-dev libxml2-dev libssl-dev\nlibnode-dev", "Repository": "https://vikrant31.r-universe.dev", "Date/Publication": "2026-01-10 07:42:43 UTC", "RemoteUrl": "https://github.com/vikrant31/autoflagr", "RemoteRef": "HEAD", "RemoteSha": "5d9f2108730616babbf9bcd53d377432102b0b71", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-16 07:04:42 UTC", "User": "root" }, "Author": "Vikrant Dev Rathore [aut, cre]", "Maintainer": "Vikrant Dev Rathore ", "MD5sum": "44520ee5bde89d9214702a7be16966f9", "_user": "vikrant31", "_type": "src", "_file": "autoFlagR_1.0.0.tar.gz", "_fileid": "1f5d4b1d62b18135152739982b46fac9ed7f8fb3d7f50e90c0d86c15dc6b7fbe", "_filesize": 731014, "_sha256": "1f5d4b1d62b18135152739982b46fac9ed7f8fb3d7f50e90c0d86c15dc6b7fbe", "_created": "2026-05-16T07:04:42.000Z", "_published": "2026-06-02T18:37:49.735Z", "_distro": "noble", "_jobs": [ { "job": 79145153831, "time": 158, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "WARNING", "artifact": "7031452539" }, { "job": 79145154084, "time": 150, "config": "linux-release-x86_64", "r": "4.6.0", "check": "WARNING", "artifact": "7031451664" }, { "job": 79145153662, "time": 93, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "WARNING", "artifact": "7031445978" }, { "job": 79145153738, "time": 96, "config": "macos-release-arm64", "r": "4.6.0", "check": "WARNING", "artifact": "7031446262" }, { "job": 79145153161, "time": 193, "config": "source", "r": "4.6.0", "check": "ERROR", "artifact": "7031435777" }, { "job": 79145152913, "time": 113, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7366662936" }, { "job": 79145154095, "time": 91, "config": "windows-devel", "r": "4.7.0", "check": "WARNING", "artifact": "7031445765" }, { "job": 79145153858, "time": 97, "config": "windows-oldrel", "r": "4.5.3", "check": "WARNING", "artifact": "7031446319" }, { "job": 79145153822, "time": 110, "config": "windows-release", "r": "4.6.0", "check": "WARNING", "artifact": "7031447531" } ], "_buildurl": "https://github.com/r-universe/vikrant31/actions/runs/25955638831", "_status": "failure", "_host": "GitHub-Actions", "_upstream": "https://github.com/vikrant31/autoflagr", "_commit": { "id": "5d9f2108730616babbf9bcd53d377432102b0b71", "author": "vikrant31 ", "committer": "vikrant31 ", "message": "Prep for CRAN submission\n\n- Address all CRAN feedback from Konstanze Lauseker\n", "time": 1768030963 }, "_maintainer": { "name": "Vikrant Dev Rathore", "email": "rathore.vikrant@gmail.com", "login": "vikrant31", "uuid": 4759867 }, "_registered": true, "_dependencies": [ { "package": "isotree", "role": "Imports" }, { "package": "dbscan", "role": "Imports" }, { "package": "dplyr", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "pROC", "role": "Imports" }, { "package": "PRROC", "role": "Imports" }, { "package": "knitr", "role": "Imports" }, { "package": "gt", "role": "Imports" }, { "package": "scales", "role": "Imports" }, { "package": "rmarkdown", "version": ">= 2.0", "role": "Imports" }, { "package": "testthat", "role": "Suggests" }, { "package": "pkgdown", "role": "Suggests" }, { "package": "ggnewscale", "role": "Suggests" } ], "_owner": "vikrant31", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-02", "n": 1 } ], "_tags": [], "_stars": 0, "_contributors": [ { "user": "vikrant31", "count": 1, "uuid": 4759867 } ], "_userbio": { "uuid": 4759867, "type": "user", "name": "vikrant31" }, "_downloads": { "count": 512, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/autoFlagR" }, "_devurl": "https://github.com/vikrant31/autoflagr", "_pkgdown": "https://vikrant31.github.io/autoFlagR/", "_searchresults": 0, "_rbuild": "4.6.0", "_assets": [ "extra/autoFlagR.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" ], "_homeurl": "https://github.com/vikrant31/autoflagr", "_realowner": "vikrant31", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2026-01-15" } ], "_exports": [ "calculate_benchmark_metrics", "calculate_feature_importance", "create_rmd_template", "extract_benchmark_metrics", "flag_top_anomalies", "generate_audit_report", "get_top_anomalies", "prep_for_anomaly", "score_anomaly", "score_iforest", "score_lof" ], "_help": [], "_pkglogo": "https://github.com/vikrant31/autoflagr/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/vikrant31/autoflagr/raw/HEAD/README.md", "_rundeps": [ "base64enc", "bigD", "bitops", "bslib", "cachem", "cli", "commonmark", "cpp11", "curl", "dbscan", "digest", "dplyr", "evaluate", "farver", "fastmap", "fontawesome", "fs", "generics", "ggplot2", "glue", "gt", "gtable", "highr", "htmltools", "htmlwidgets", "isoband", "isotree", "jquerylib", "jsonlite", "juicyjuice", "knitr", "labeling", "lifecycle", "litedown", "magrittr", "markdown", "memoise", "mime", "pillar", "pkgconfig", "pROC", "PRROC", "R6", "rappdirs", "RColorBrewer", "Rcpp", "reactable", "reactR", "RhpcBLASctl", "rlang", "rmarkdown", "S7", "sass", "scales", "tibble", "tidyselect", "tinytex", "utf8", "V8", "vctrs", "viridisLite", "withr", "xfun", "xml2", "yaml" ], "_score": 2.6989700043360187, "_indexed": true, "_nocasepkg": "autoflagr", "_universes": [ "vikrant31" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.0", "date": "2026-05-16T07:07:06.000Z", "distro": "noble", "commit": "5d9f2108730616babbf9bcd53d377432102b0b71", "fileid": "bb33e9d00ef938803a4f5206b301a299f35ee0763bd25a3bfbba1de4c87b351a", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/vikrant31/actions/runs/25955638831" }, { "r": "4.6.0", "os": "linux", "version": "1.0.0", "date": "2026-05-16T07:07:00.000Z", "distro": "noble", "commit": "5d9f2108730616babbf9bcd53d377432102b0b71", "fileid": "0b14a736f8ac58e5378e8792bf5e147ce2c335923815670b53554d70b013c23d", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/vikrant31/actions/runs/25955638831" }, { "r": "4.5.3", "os": "mac", "version": "1.0.0", "date": "2026-05-16T07:06:10.000Z", "commit": "5d9f2108730616babbf9bcd53d377432102b0b71", "fileid": "ff025b641baaabcafab248dcc6eabb893b4142dae62c4abdad1645c503fbc18a", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/vikrant31/actions/runs/25955638831" }, { "r": "4.6.0", "os": "mac", "version": "1.0.0", "date": "2026-05-16T07:06:15.000Z", "commit": "5d9f2108730616babbf9bcd53d377432102b0b71", "fileid": "01dbab12714ede0f28c4e7a58bf2dc1e1aa69eeff0bdb415226e325fad0c58e9", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/vikrant31/actions/runs/25955638831" }, { "r": "4.7.0", "os": "win", "version": "1.0.0", "date": "2026-05-16T07:05:55.000Z", "commit": "5d9f2108730616babbf9bcd53d377432102b0b71", "fileid": "d97ef903cb21037a5918932fe9191aaa700d81f42300e78378a19fb8429f2e11", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/vikrant31/actions/runs/25955638831" }, { "r": "4.5.3", "os": "win", "version": "1.0.0", "date": "2026-05-16T07:06:02.000Z", "commit": "5d9f2108730616babbf9bcd53d377432102b0b71", "fileid": "1f90aa332683a9fc67d937592c125ffec44b606f616bbfe14ae1d14153a401d3", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/vikrant31/actions/runs/25955638831" }, { "r": "4.6.0", "os": "win", "version": "1.0.0", "date": "2026-05-16T07:06:04.000Z", "commit": "5d9f2108730616babbf9bcd53d377432102b0b71", "fileid": "b3678818a8a8d68f2dcc76938baf164967e6e7cb61a95d3ee4226726a4c24baa", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/vikrant31/actions/runs/25955638831" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.0", "date": "2026-06-02T18:37:33.000Z", "commit": "5d9f2108730616babbf9bcd53d377432102b0b71", "fileid": "75a01662b0009160702fabfc0fe18ae0491fed8a68a49c170c22267a1f22e329", "status": "success", "buildurl": "https://github.com/r-universe/vikrant31/actions/runs/25955638831" } ] }