{ "_id": "6ad09d75576abc75bd5cda61", "Package": "MoEClust", "Type": "Package", "Date": "2025-03-05", "Title": "Gaussian Parsimonious Clustering Models with Covariates and a\nNoise Component", "Version": "1.6.0", "Authors@R": "c(person(\"Keefe\", \"Murphy\", email = \"keefe.murphy@mu.ie\", role = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0002-7709-3159\")),\nperson(\"Thomas Brendan\", \"Murphy\", email = \"brendan.murphy@ucd.ie\", role = \"ctb\", comment = c(ORCID = \"0000-0002-5668-7046\")))", "Description": "Clustering via parsimonious Gaussian Mixtures of Experts\nusing the MoEClust models introduced by Murphy and Murphy\n(2020) . This package fits\nfinite Gaussian mixture models with a formula interface for\nsupplying gating and/or expert network covariates using a range\nof parsimonious covariance parameterisations from the GPCM\nfamily via the EM/CEM algorithm. Visualisation of the results\nof such models using generalised pairs plots and the inclusion\nof an additional noise component is also facilitated. A greedy\nforward stepwise search algorithm is provided for identifying\nthe optimal model in terms of the number of components, the\nGPCM covariance parameterisation, and the subsets of\ngating/expert network covariates.", "License": "GPL (>= 3)", "Encoding": "UTF-8", "URL": "https://cran.r-project.org/package=MoEClust", "BugReports": "https://github.com/Keefe-Murphy/MoEClust/issues", "LazyData": "true", "RoxygenNote": "7.3.2", "VignetteBuilder": "knitr", "Repository": "https://keefe-murphy.r-universe.dev", "Date/Publication": "2025-03-05 18:12:35 UTC", "RemoteUrl": "https://github.com/keefe-murphy/moeclust", "RemoteRef": "HEAD", "RemoteSha": "653ca18ee47e6087de380668a3d42d3b3167091f", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-15 09:18:39 UTC", "User": "root" }, "Author": "Keefe Murphy [aut, cre] (ORCID:\n),\nThomas Brendan Murphy [ctb] (ORCID:\n)", "Maintainer": "Keefe Murphy ", "_user": "keefe-murphy", "_type": "src", "_file": "MoEClust_1.6.0.tar.gz", "_fileid": "https://r2.ropensci.org/cbacf014555f8bd90f837df19f01208657eb0f12238c6cb027ede165e75d9877", "_filesize": 3924799, "_sha256": "cbacf014555f8bd90f837df19f01208657eb0f12238c6cb027ede165e75d9877", "_expires": "2027-01-23T09:31:31.000Z", "_created": "2026-10-15T09:18:39.000Z", "_published": "2026-10-15T09:31:33.549Z", "_buildurl": "https://github.com/r-universe/keefe-murphy/actions/runs/38711616428", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 116345521791, "time": 149, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11960578171" }, { "job": 116345521928, "time": 149, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11961516577" }, { "job": 116345521926, "time": 166, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11961157819" }, { "job": 116345521890, "time": 169, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11960819568" }, { "job": 116344238814, "time": 188, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11961481094" }, { "job": 116345521738, "time": 112, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11960807702" }, { "job": 116345521871, "time": 136, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11960822767" }, { "job": 116345521939, "time": 122, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11961406669" }, { "job": 116345521782, "time": 126, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11961152159" } ], "_upstream": "https://github.com/keefe-murphy/moeclust", "_commit": { "id": "653ca18ee47e6087de380668a3d42d3b3167091f", "author": "Keefe-Murphy ", "committer": "Keefe-Murphy ", "message": "Preparing CRAN release. Added lm.wfit to scatter.type=\"lm\" plots.\n", "time": 1741198355 }, "_maintainer": { "name": "Keefe Murphy", "email": "keefe.murphy@mu.ie", "login": "keefe-murphy", "orcid": "0000-0002-7709-3159", "description": "", "uuid": 15124488 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.0.0", "role": "Depends" }, { "package": "lattice", "version": ">= 0.12", "role": "Imports" }, { "package": "matrixStats", "version": ">= 1.0.0", "role": "Imports" }, { "package": "mclust", "version": ">= 6.1", "role": "Imports" }, { "package": "mvnfast", "role": "Imports" }, { "package": "nnet", "version": ">= 7.3-0", "role": "Imports" }, { "package": "vcd", "role": "Imports" }, { "package": "cluster", "version": ">= 1.4.0", "role": "Suggests" }, { "package": "clustMD", "version": ">= 1.2.1", "role": "Suggests" }, { "package": "geometry", "version": ">= 0.4.0", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", 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