{ "_id": "6aaa3853ea78b3e62eac9486", "Package": "RmlxStats", "Title": "MLX-Accelerated Statistical Models", "Version": "0.3.0", "Authors@R": "c(\nperson(\"David\", \"Hugh-Jones\", , \"davidhughjones@gmail.com\", role = c(\"aut\", \"cre\")),\nperson(\"R Core Team\", role = \"ctb\"),\nperson(\"Trevor\", \"Hastie\", role = \"ctb\"),\nperson(\"Jerome\", \"Friedman\", role = \"ctb\"),\nperson(\"Rob\", \"Tibshirani\", role = \"ctb\"),\nperson(\"Balasubramanian\", \"Narasimhan\", role = \"ctb\"),\nperson(\"Kenneth\", \"Tay\", role = \"ctb\"),\nperson(\"Noah\", \"Simon\", role = \"ctb\"),\nperson(\"James\", \"Yang\", role = \"ctb\"),\nperson(\"Achim\", \"Zeileis\", role = \"ctb\")\n)", "Description": "Fast statistical routines on Apple Silicon using the Rmlx\npackage.", "License": "GPL (>= 2)", "URL": "https://hughjonesd.github.io/RmlxStats,\nhttps://github.com/hughjonesd/RmlxStats", "BugReports": "https://github.com/hughjonesd/RmlxStats/issues", "Remotes": [ "hughjonesd/Rmlx" ], "Config/testthat/edition": "3", "Config/Needs/website": "knitr, rmarkdown, ggplot2, nycflights13, bench,\nboot, bigstatsr, car, fixest, irlba, RcppEigen, rsvd, speedglm,\nfastglm, lmboot, huxtable", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "Config/roxygen2/version": "8.0.0", "Config/pak/sysreqs": "cmake", "Repository": "https://r-multiverse-staging.r-universe.dev", "Date/Publication": "2026-05-26 15:03:33 UTC", "RemoteUrl": "https://github.com/hughjonesd/RmlxStats", "RemoteRef": "v0.3.0", "RemoteSha": "36963b9c305b2487d6f93264c34d1c37bd0d5ea5", "NeedsCompilation": "no", "Packaged": { "Date": "2026-09-14 09:30:33 UTC", "User": "root" }, "Author": "David Hugh-Jones [aut, cre],\nR Core Team [ctb],\nTrevor Hastie [ctb],\nJerome Friedman [ctb],\nRob Tibshirani [ctb],\nBalasubramanian Narasimhan [ctb],\nKenneth Tay [ctb],\nNoah Simon [ctb],\nJames Yang [ctb],\nAchim Zeileis [ctb]", "Maintainer": "David Hugh-Jones ", "_user": "r-multiverse-staging", "_type": "src", "_file": "RmlxStats_0.3.0.tar.gz", "_fileid": "https://r2.ropensci.org/660d67a268b8b5be5ea029bbf30200a2f6e42572256e7d2884734f3c9c7fd81e", "_filesize": 751661, "_sha256": "660d67a268b8b5be5ea029bbf30200a2f6e42572256e7d2884734f3c9c7fd81e", "_expires": "2026-12-23T09:40:01.000Z", "_created": "2026-09-14T09:30:33.000Z", "_published": "2026-09-16T06:33:55.256Z", "_jobs": [ { "job": 104688383128, "time": 343, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "ERROR", "artifact": "10432918275" }, { "job": 104688383182, "time": 150, "config": "linux-release-x86_64", "r": "4.6.1", "check": "ERROR", "artifact": "10433675544" }, { "job": 104688383330, "time": 97, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "FAIL", "artifact": "" }, { "job": 104688385141, "time": 151, "config": "macos-release-arm64", "r": "4.6.1", "check": "WARNING", "artifact": "10341592086" }, { "job": 104688383521, "time": 489, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "10340857599" }, { "job": 104688384891, "time": 525, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "10340898918" }, { "job": 104688383183, "time": 359, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "FAIL", "artifact": "" }, { "job": 104688383243, "time": 96, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "FAIL", "artifact": "" }, { "job": 104688383172, "time": 101, "config": "windows-release-x86_64", "r": "4.6.1", "check": "FAIL", "artifact": "" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/r-multiverse-staging/actions/runs/34827578432", "_status": "success", "_upstream": "https://github.com/hughjonesd/RmlxStats", "_commit": { "id": "36963b9c305b2487d6f93264c34d1c37bd0d5ea5", "author": "David Hugh-Jones ", "committer": "David Hugh-Jones ", "message": "Merge branch 'master' of https://github.com/hughjonesd/RmlxStats\n", "time": 1779807813 }, "_maintainer": { "name": "David Hugh-Jones", "email": "davidhughjones@gmail.com", "login": "hughjonesd", "twitter": "@davidhughjones", "description": "Social scientist, R hacker", "uuid": 5818871 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "Rmlx", "version": ">= 0.4.0", "role": "Imports" }, { "package": "generics", "role": "Imports" }, { "package": "glmnet", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "lmtest", "role": "Suggests" }, { "package": "sandwich", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "withr", "role": "Suggests" } ], "_owner": "hughjonesd", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2025-44", "n": 13 }, { "week": "2025-45", "n": 29 }, { "week": "2025-46", "n": 51 }, { "week": "2025-47", "n": 1 }, { "week": "2025-48", "n": 3 }, { "week": "2026-16", "n": 9 }, { "week": "2026-17", "n": 11 }, { "week": "2026-18", "n": 41 }, { "week": "2026-19", "n": 38 }, { "week": "2026-20", "n": 24 }, { "week": "2026-21", "n": 34 }, { "week": "2026-22", "n": 2 } ], "_tags": [ { "name": "v0.3.0", "date": "2026-05-26" } ], "_stars": 2, "_contributors": [ { "user": "hughjonesd", "count": 287, "uuid": 5818871 } ], "_userbio": { "uuid": 161461790, "type": "organization", "name": "R-multiverse", "followers": 38, "description": "A community-curated collection of R package releases, powered by R-universe" }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/RmlxStats" }, "_devurl": "https://github.com/hughjonesd/rmlxstats", "_pkgdown": "https://hughjonesd.github.io/RmlxStats", "_searchresults": 0, "_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/RmlxStats.html", "manual.pdf" ], "_cranurl": false, "_exports": [ "augment", "glance", "mlxs_binomial", "mlxs_boot", "mlxs_cv_glmnet", "mlxs_gaussian", "mlxs_glm", "mlxs_glm_control", "mlxs_glmnet", "mlxs_lm", "mlxs_lm_fit", "mlxs_poisson", "mlxs_prcomp", "mlxs_quasibinomial", "mlxs_quasipoisson", "tidy" ], "_help": [ { "page": "generics-reexports", "title": "Re-export generics", "topics": [ "augment", "generics-reexports", "glance", "tidy" ] }, { "page": "mlxs_binomial", "title": "MLX-friendly binomial family", "topics": [ "mlxs_binomial" ] }, { "page": "mlxs_boot", "title": "Bootstrap MLX arrays along the first dimension", "topics": [ "mlxs_boot" ] }, { "page": "mlxs_cv_glmnet", "title": "Cross-validated MLX elastic net regression", "topics": [ "mlxs_cv_glmnet" ] }, { "page": "mlxs_gaussian", "title": "MLX-friendly Gaussian family", "topics": [ "mlxs_gaussian" ] }, { "page": "mlxs_glm", "title": "MLX-backed generalized linear model", "topics": [ "mlxs_glm" ] }, { "page": "mlxs_glm_control", "title": "Control parameters", "topics": [ "mlxs_glm_control" ] }, { "page": "mlxs_glmnet", "title": "MLX-backed elastic net regression", "topics": [ "mlxs_glmnet" ] }, { "page": "mlxs_lm", "title": "MLX-backed linear regression", "topics": [ "mlxs_lm" ] }, { "page": "mlxs_lm_fit", "title": "Fit an MLX linear model from design matrices", "topics": [ "mlxs_lm_fit" ] }, { "page": "mlxs_poisson", "title": "MLX-friendly Poisson family", "topics": [ "mlxs_poisson" ] }, { "page": "mlxs_prcomp", "title": "MLX-backed principal components analysis", "topics": [ "mlxs_prcomp" ] }, { "page": "mlxs_quasibinomial", "title": "MLX-friendly quasibinomial family", "topics": [ "mlxs_quasibinomial" ] }, { "page": "mlxs_quasipoisson", "title": "MLX-friendly quasipoisson family", "topics": [ "mlxs_quasipoisson" ] }, { "page": "mlxs-glm-methods", "title": "mlxs_glm method utilities", "topics": [ "anova.mlxs_glm", "augment.mlxs_glm", "bread.mlxs_glm", "confint.mlxs_glm", "estfun.mlxs_glm", "fitted.mlxs_glm", "glance.mlxs_glm", "hatvalues.mlxs_glm", "mlxs-glm-methods", "model.frame.mlxs_glm", "model.matrix.mlxs_glm", "nobs.mlxs_glm", "predict.mlxs_glm", "print.mlxs_glm", "print.summary.mlxs_glm", "residuals.mlxs_glm", "summary.mlxs_glm", "terms.mlxs_glm", "tidy.mlxs_glm", "vcov.mlxs_glm", "weights.mlxs_glm" ] }, { "page": "mlxs-lm-methods", "title": "mlxs_lm method utilities", "topics": [ "anova.mlxs_lm", "as.data.frame.mlxs_anova", "augment.mlxs_lm", "bread.mlxs_lm", "confint.mlxs_lm", "estfun.mlxs_lm", "fitted.mlxs_lm", "glance.mlxs_lm", "hatvalues.mlxs_lm", "mlxs-lm-methods", "model.frame.mlxs_lm", "model.matrix.mlxs_lm", "nobs.mlxs_lm", "predict.mlxs_lm", "print.mlxs_anova", "print.mlxs_lm", "print.summary.mlxs_lm", "residuals.mlxs_lm", "summary.mlxs_lm", "terms.mlxs_lm", "tidy.mlxs_anova", "tidy.mlxs_lm", "vcov.mlxs_lm" ] }, { "page": "mlxs-model-methods", "title": "Shared mlxs model methods", "topics": [ "coef.mlxs_model", "mlxs-model-methods", "update.mlxs_model" ] }, { "page": "mlxs-prcomp-methods", "title": "PCA methods for 'mlxs_prcomp'", "topics": [ "augment.mlxs_prcomp", "biplot.mlxs_prcomp", "mlxs-prcomp-methods", "nobs.mlxs_prcomp", "plot.mlxs_prcomp", "predict.mlxs_prcomp", "print.mlxs_prcomp", "summary.mlxs_prcomp", "tidy.mlxs_prcomp" ] } ], "_readme": "https://github.com/hughjonesd/RmlxStats/raw/v0.3.0/README.md", "_rundeps": [ "generics", "Rcpp", "Rmlx" ], "_score": 3.079181246047625, "_indexed": false, "_nocasepkg": "rmlxstats", "_universes": [ "r-multiverse-staging" ], "_indexurl": "https://hughjonesd.r-universe.dev/RmlxStats", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.3.0", "date": "2026-09-16T06:27:27.000Z", "distro": "resolute", "commit": "36963b9c305b2487d6f93264c34d1c37bd0d5ea5", "fileid": "https://r2.ropensci.org/90a05fc43d8ce6d553a096069c05f51425b5105a8ae024e51701c8888d68e42e", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/r-multiverse-staging/actions/runs/34827578432" }, { "r": "4.6.1", "os": "linux", "version": "0.3.0", "date": "2026-09-16T06:24:14.000Z", "distro": "resolute", "commit": "36963b9c305b2487d6f93264c34d1c37bd0d5ea5", "fileid": "https://r2.ropensci.org/d11214b4b069927c28f479f447a64a983b14eb6e92e8c774d61e606fa05a3547", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/r-multiverse-staging/actions/runs/34827578432" }, { "r": "4.6.1", "os": "mac", "version": "0.3.0", "date": "2026-09-14T09:38:18.000Z", "commit": "36963b9c305b2487d6f93264c34d1c37bd0d5ea5", "fileid": "https://r2.ropensci.org/edac39b500067b70ce0ea57596933023598aa9f18809437cc36472f8dfc20c55", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/r-multiverse-staging/actions/runs/34827578432" }, { "r": "4.6.0", "os": "wasm", "version": "0.3.0", "date": "2026-09-14T09:39:31.000Z", "commit": "36963b9c305b2487d6f93264c34d1c37bd0d5ea5", "fileid": "https://r2.ropensci.org/01a2c5d42f8c5f225091f4e1ba504d41159c5f299066f07d9c4d28b65e7f958c", "status": "success", "buildurl": "https://github.com/r-universe/r-multiverse-staging/actions/runs/34827578432" } ] }