{ "_id": "6aad0a713d719c1f840753c8", "Package": "spectralAnomaly", "Type": "Package", "Title": "Detect Anomalies Using the Spectral Residual Algorithm", "Version": "0.1.1.9000", "Description": "Apply the spectral residual algorithm to data, such as a\ntime series, to detect anomalies. Anomaly scores can be used to\ndetermine outliers based upon a threshold or fed into more\nsophisticated prediction models. Methods are based upon\n\"Time-Series Anomaly Detection Service at Microsoft\", Ren, H.,\nXu, B., Wang, Y., et al., (2019)\n.", "Authors@R": "person(\"Allen\", \"OBrien\", email = 'allen.g.obrien@gmail.com', role = c(\"aut\", \"cre\", \"cph\"))", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "Config/testthat/edition": "3", "RoxygenNote": "7.3.2", "URL": "https://al-obrien.github.io/spectralAnomaly/,\nhttps://github.com/al-obrien/spectralAnomaly", "BugReports": "https://github.com/al-obrien/spectralAnomaly/issues", "Config/Needs/website": "rmarkdown", "Repository": "https://al-obrien.r-universe.dev", "Date/Publication": "2025-06-02 00:10:03 UTC", "RemoteUrl": "https://github.com/al-obrien/spectralanomaly", "RemoteRef": "HEAD", "RemoteSha": "129cec94c2cdae5852fb819d40fc83e4699785d0", "NeedsCompilation": "no", "Packaged": { "Date": "2026-09-18 09:51:32 UTC", "User": "root" }, "Author": "Allen OBrien [aut, cre, cph]", "Maintainer": "Allen OBrien ", "_user": "al-obrien", "_type": "src", "_file": "spectralAnomaly_0.1.1.9000.tar.gz", "_fileid": "https://r2.ropensci.org/e2e544a5ddd853a4b64a58b8cd1d21f831c48a73ee584aeaabb11bf81d6ebd16", "_filesize": 180524, "_sha256": "e2e544a5ddd853a4b64a58b8cd1d21f831c48a73ee584aeaabb11bf81d6ebd16", "_expires": "2026-12-27T09:54:55.000Z", "_created": "2026-09-18T09:51:32.000Z", "_published": "2026-09-18T09:54:56.901Z", "_jobs": [ { "job": 105557414120, "time": 148, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "10541810577" }, { "job": 105557414236, "time": 107, "config": "linux-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "10542035028" }, { "job": 105557414221, "time": 122, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "10540964693" }, { "job": 105557414274, "time": 146, "config": "macos-release-arm64", "r": "4.6.1", "check": "NOTE", "artifact": "10541376478" }, { "job": 105556649254, "time": 168, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "10541790363" }, { "job": 105557414089, "time": 88, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "10541825412" }, { "job": 105557414163, "time": 69, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "10541411193" }, { "job": 105557414297, "time": 63, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "NOTE", "artifact": "10541069516" }, { "job": 105557414192, "time": 53, "config": "windows-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "10541985080" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/al-obrien/actions/runs/35331467724", "_status": "success", "_upstream": "https://github.com/al-obrien/spectralanomaly", "_commit": { "id": "129cec94c2cdae5852fb819d40fc83e4699785d0", "author": "al-obrien ", "committer": "al-obrien ", "message": "Remove caching as its more of a headache during rendering with knit\n", "time": 1748823003 }, "_maintainer": { "name": "Allen OBrien", "email": "allen.g.obrien@gmail.com", "login": "al-obrien", "description": "", "uuid": 37438544 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "al-obrien", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 2, "_contributors": [ { "user": "al-obrien", "count": 34, "uuid": 37438544 } ], "_userbio": { "uuid": 37438544, "type": "user", "name": "al-obrien", "followers": 4 }, "_downloads": { "count": 175, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/spectralAnomaly" }, "_devurl": "https://github.com/al-obrien/spectralanomaly", "_pkgdown": "https://al-obrien.github.io/spectralAnomaly/", "_searchresults": 5, "_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/spectralAnomaly.html", "LICENSE" ], "_homeurl": "https://github.com/al-obrien/spectralanomaly", "_realowner": "al-obrien", "_cranurl": true, "_releases": [ { "version": "0.1.1", "date": "2024-09-15" } ], "_exports": [ "add_anomaly", "anomaly_score", "anomaly_thresh", "saliency_map" ], "_help": [ { "page": "add_anomaly", "title": "Generate anomalies within time series", "topics": [ "add_anomaly" ] }, { "page": "anomaly_score", "title": "Create anomaly score from input data", "topics": [ "anomaly_score" ] }, { "page": "anomaly_thresh", "title": "Apply threshold to anomaly score", "topics": [ "anomaly_thresh" ] }, { "page": "saliency_map", "title": "Create saliency map", "topics": [ "saliency_map" ] } ], "_pkglogo": "https://github.com/al-obrien/spectralanomaly/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/al-obrien/spectralanomaly/raw/HEAD/README.md", "_rundeps": [], "_score": 3, "_indexed": true, "_nocasepkg": "spectralanomaly", "_universes": [ "al-obrien" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.1.9000", "date": "2026-09-18T09:54:08.000Z", "distro": "resolute", "commit": "129cec94c2cdae5852fb819d40fc83e4699785d0", "fileid": "https://r2.ropensci.org/34963dcefceb8ef09cfb41c915bdb3d958bf3b9d0856eec689b3f55f0bbe5eea", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/al-obrien/actions/runs/35331467724" }, { "r": "4.6.1", "os": "linux", "version": "0.1.1.9000", "date": "2026-09-18T09:53:29.000Z", "distro": "resolute", "commit": "129cec94c2cdae5852fb819d40fc83e4699785d0", "fileid": "https://r2.ropensci.org/b7982483929e40588af37e1e6ca7ba9f99e8ef36c2ffb547f5b406365d88537a", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/al-obrien/actions/runs/35331467724" }, { "r": "4.5.3", "os": "mac", "version": "0.1.1.9000", "date": "2026-09-18T09:53:32.000Z", "commit": "129cec94c2cdae5852fb819d40fc83e4699785d0", "fileid": "https://r2.ropensci.org/568af7fd71c1ec1ef3b70f51e14fa5978a32848353382830f15f809ddd383d75", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/al-obrien/actions/runs/35331467724" }, { "r": "4.6.1", "os": "mac", "version": "0.1.1.9000", "date": "2026-09-18T09:53:59.000Z", "commit": "129cec94c2cdae5852fb819d40fc83e4699785d0", "fileid": "https://r2.ropensci.org/c3bce4ec6da392131d569ca130a6606b3fb1b0aa91299261db402b931c4ba04e", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/al-obrien/actions/runs/35331467724" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.1.9000", "date": "2026-09-18T09:53:18.000Z", "commit": "129cec94c2cdae5852fb819d40fc83e4699785d0", "fileid": "https://r2.ropensci.org/a87748e1fb753347a86b31852e3547213a23333c11204fd2ca115e10d96addc5", "status": "success", "buildurl": "https://github.com/r-universe/al-obrien/actions/runs/35331467724" }, { "r": "4.7.0", "os": "win", "version": "0.1.1.9000", "date": "2026-09-18T09:52:43.000Z", "commit": "129cec94c2cdae5852fb819d40fc83e4699785d0", "fileid": "https://r2.ropensci.org/1a93d0a62e104810a1f259b093d189befc960e176c12d248d31f203bdf198a93", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/al-obrien/actions/runs/35331467724" }, { "r": "4.5.3", "os": "win", "version": "0.1.1.9000", "date": "2026-09-18T09:52:36.000Z", "commit": "129cec94c2cdae5852fb819d40fc83e4699785d0", "fileid": "https://r2.ropensci.org/68366c2ce5d846cc1ee799fca99f7d765cc050ebdb17b73cae3c2a70568d4a43", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/al-obrien/actions/runs/35331467724" }, { "r": "4.6.1", "os": "win", "version": "0.1.1.9000", "date": "2026-09-18T09:52:31.000Z", "commit": "129cec94c2cdae5852fb819d40fc83e4699785d0", "fileid": "https://r2.ropensci.org/f51a82b355cb8f43492e126bc725c0644321c14b8a85b421d9989d64f34dcd9d", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/al-obrien/actions/runs/35331467724" } ] }