{ "_id": "6a1efe84b401979e7341a190", "Package": "mllrnrs", "Title": "R6-Based ML Learners for 'mlexperiments'", "Version": "0.0.8", "Authors@R": "person(\"Lorenz A.\", \"Kapsner\", , \"lorenz.kapsner@gmail.com\", role = c(\"cre\", \"aut\", \"cph\"),\ncomment = c(ORCID = \"0000-0003-1866-860X\"))", "Description": "Enhances 'mlexperiments'\n with\nadditional machine learning ('ML') learners. The package\nprovides R6-based learners for the following algorithms:\n'glmnet' , 'ranger'\n, 'xgboost'\n, and 'lightgbm'\n. These can be\nused directly with the 'mlexperiments' R package.", "License": "GPL (>= 3)", "URL": "https://github.com/kapsner/mllrnrs", "BugReports": "https://github.com/kapsner/mllrnrs/issues", "VignetteBuilder": "quarto", "Config/testthat/edition": "3", "Config/testthat/parallel": "false", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "SystemRequirements": "Quarto command line tools\n(https://github.com/quarto-dev/quarto-cli).", "RoxygenNote": "7.3.3", "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev", "Repository": "https://kapsner.r-universe.dev", "Date/Publication": "2026-01-16 20:25:10 UTC", "RemoteUrl": "https://github.com/kapsner/mllrnrs", "RemoteRef": "HEAD", "RemoteSha": "fee2c9d9eb9b60e76c7cc93ad27becacf17a924d", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-18 09:36:38 UTC", "User": "root" }, "Author": "Lorenz A. Kapsner [cre, aut, cph] (ORCID:\n)", "Maintainer": "Lorenz A. Kapsner ", "MD5sum": "d4b7019548c2d9d79ef0830d1f68d3b2", "_user": "kapsner", "_type": "src", "_file": "mllrnrs_0.0.8.tar.gz", "_fileid": "b137ea50b8c55f9adfd8acfd248ef08c65c4821de2632b2366b2347d2686a8c4", "_filesize": 287995, "_sha256": "b137ea50b8c55f9adfd8acfd248ef08c65c4821de2632b2366b2347d2686a8c4", "_created": "2026-05-18T09:36:38.000Z", "_published": "2026-06-02T16:02:12.353Z", "_distro": "noble", "_jobs": [ { "job": 79115002099, "time": 299, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7054426145" }, { "job": 79115001977, "time": 291, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7054423524" }, { "job": 79115001222, "time": 254, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7054410105" }, { "job": 79115001071, "time": 274, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7054417292" }, { "job": 79115000572, "time": 216, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7054322991" }, { "job": 79115000686, "time": 130, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7363093444" }, { "job": 79115002072, "time": 355, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7054445482" }, { "job": 79115001978, "time": 254, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7054410783" }, { "job": 79115001249, "time": 312, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7054429859" } ], "_buildurl": "https://github.com/r-universe/kapsner/actions/runs/26025301138", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/kapsner/mllrnrs", "_commit": { "id": "fee2c9d9eb9b60e76c7cc93ad27becacf17a924d", "author": "kapsner ", "committer": "kapsner ", "message": "chore: updated pre-commit-config\n", "time": 1768595110 }, "_maintainer": { "name": "Lorenz A. Kapsner", "email": "lorenz.kapsner@gmail.com", "login": "kapsner", "orcid": "0000-0003-1866-860X", "description": "Medical Data Scientist.", "uuid": 44973495 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "data.table", "role": "Imports" }, { "package": "kdry", "role": "Imports" }, { "package": "mlexperiments", "version": ">= 1.0.0", "role": "Imports" }, { "package": "R6", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "glmnet", "role": "Suggests" }, { "package": "lightgbm", "version": ">= 4.0.0", "role": "Suggests" }, { "package": "lintr", "role": "Suggests" }, { "package": "measures", "role": "Suggests" }, { "package": "mlbench", "role": "Suggests" }, { "package": "parallel", "role": "Suggests" }, { "package": "quarto", "role": "Suggests" }, { "package": "ranger", "role": "Suggests" }, { "package": "rBayesianOptimization", "role": "Suggests" }, { "package": "splitTools", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.1", "role": "Suggests" }, { "package": "xgboost", "version": ">= 3.1.2.1", "role": "Suggests" } ], "_owner": "kapsner", "_selfowned": true, "_usedby": 1, "_updates": [ { "week": "2025-36", "n": 7 }, { "week": "2025-37", "n": 3 }, { "week": "2025-41", "n": 1 }, { "week": "2025-42", "n": 3 }, { "week": "2025-46", "n": 2 }, { "week": "2025-49", "n": 6 }, { "week": "2026-03", "n": 8 } ], "_tags": [ { "name": "v0.0.6", "date": "2025-09-08" }, { "name": "v0.0.7", "date": "2025-12-03" }, { "name": "v0.0.8", "date": "2026-01-16" } ], "_topics": [ "algorithms", "experiments", "glmnet", "learner", "lightgbm", "machine-learning", "ranger", "xgboost", "quarto" ], "_stars": 2, "_contributors": [ { "user": "kapsner", "count": 138, "uuid": 44973495 } ], "_userbio": { "uuid": 44973495, "type": "user", "name": "kapsner", "description": "Medical Data Scientist." }, "_downloads": { "count": 191, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/mllrnrs" }, "_devurl": "https://github.com/kapsner/mllrnrs", "_searchresults": 26, "_quarto": true, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/mllrnrs.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/kapsner/mllrnrs", "_realowner": "kapsner", "_cranurl": true, "_releases": [ { "version": "0.0.2", "date": "2023-07-18" }, { "version": "0.0.3", "date": "2024-03-07" }, { "version": "0.0.4", "date": "2024-07-05" }, { "version": "0.0.5", "date": "2025-03-05" }, { "version": "0.0.6", "date": "2025-09-08" }, { "version": "0.0.7", "date": "2025-12-11" }, { "version": "0.0.8", "date": "2026-01-17" } ], "_exports": [ "LearnerGlmnet", "LearnerLightgbm", "LearnerRanger", "LearnerXgboost" ], "_help": [ { "page": "LearnerGlmnet", "title": "R6 Class to construct a Glmnet learner", "topics": [ "LearnerGlmnet" ] }, { "page": "LearnerLightgbm", "title": "R6 Class to construct a LightGBM learner", "topics": [ "LearnerLightgbm" ] }, { "page": "LearnerRanger", "title": "R6 Class to construct a Ranger learner", "topics": [ "LearnerRanger" ] }, { "page": "LearnerXgboost", "title": "R6 Class to construct a Xgboost learner", "topics": [ "LearnerXgboost" ] } ], "_readme": "https://github.com/kapsner/mllrnrs/raw/HEAD/README.md", "_rundeps": [ "backports", "base64enc", "bslib", "cachem", "checkmate", "cli", "cluster", "codetools", "colorspace", "cpp11", "crayon", "data.table", "digest", "doParallel", "evaluate", "farver", "fastmap", "fontawesome", "foreach", "foreign", "Formula", "fs", "ggplot2", "glue", "gridExtra", "gtable", "highr", "Hmisc", "hms", "htmlTable", "htmltools", "htmlwidgets", "isoband", "iterators", "jquerylib", "jsonlite", "kdry", "knitr", "labeling", "lifecycle", "magrittr", "memoise", "mime", "mlexperiments", "nnet", "pkgconfig", "prettyunits", "progress", "R6", "rappdirs", "RColorBrewer", "rlang", "rmarkdown", "rpart", "rstudioapi", "S7", "sass", "scales", "splitTools", "stringi", "stringr", "tinytex", "vctrs", "viridisLite", "withr", "xfun", "yaml" ], "_vignettes": [ { "source": "mllrnrs_glmnet_binary.qmd", "filename": "mllrnrs_glmnet_binary.html", "title": "glmnet: Binary Classification", "engine": "quarto::html", "headings": [], "created": "2024-05-29 15:55:34", "modified": "2026-01-15 16:23:16", "commits": 4 }, { "source": "mllrnrs_glmnet_multiclass.qmd", "filename": "mllrnrs_glmnet_multiclass.html", "title": "glmnet: Multiclass Classification", "engine": "quarto::html", "headings": [], "created": "2024-05-29 15:55:34", "modified": "2026-01-15 16:23:16", "commits": 4 }, { "source": "mllrnrs_glmnet_regression.qmd", "filename": "mllrnrs_glmnet_regression.html", "title": "glmnet: Regression", "engine": "quarto::html", "headings": [], "created": "2024-05-29 15:55:34", "modified": "2026-01-15 16:23:16", "commits": 4 }, { "source": "mllrnrs_lightgbm_binary.qmd", "filename": "mllrnrs_lightgbm_binary.html", "title": "lightgbm: Binary Classification", "engine": "quarto::html", "headings": [], "created": "2024-05-29 15:55:34", "modified": "2026-01-15 16:23:16", "commits": 4 }, { "source": "mllrnrs_lightgbm_multiclass.qmd", "filename": "mllrnrs_lightgbm_multiclass.html", "title": "lightgbm: Multiclass Classification", "engine": "quarto::html", "headings": [], "created": "2024-05-29 15:55:34", "modified": "2026-01-15 16:23:16", "commits": 4 }, { "source": "mllrnrs_lightgbm_regression.qmd", "filename": "mllrnrs_lightgbm_regression.html", "title": "lightgbm: Regression", "engine": "quarto::html", "headings": [], "created": "2024-05-29 15:55:34", "modified": "2026-01-15 16:23:16", "commits": 4 }, { "source": "mllrnrs_ranger_binary.qmd", "filename": "mllrnrs_ranger_binary.html", "title": "ranger: Binary Classification", "engine": "quarto::html", "headings": [], "created": "2024-05-29 15:55:34", "modified": "2026-01-15 16:23:16", "commits": 4 }, { "source": "mllrnrs_ranger_multiclass.qmd", "filename": "mllrnrs_ranger_multiclass.html", "title": "ranger: Multiclass Classification", "engine": "quarto::html", "headings": [], "created": "2024-05-29 15:55:34", "modified": "2026-01-15 16:23:16", "commits": 4 }, { "source": "mllrnrs_ranger_regression.qmd", "filename": "mllrnrs_ranger_regression.html", "title": "ranger: Regression", "engine": "quarto::html", "headings": [], "created": "2024-05-29 15:55:34", "modified": "2026-01-15 16:23:16", "commits": 4 }, { "source": "mllrnrs_xgboost_binary.qmd", "filename": "mllrnrs_xgboost_binary.html", "title": "xgboost: Binary Classification", "engine": "quarto::html", "headings": [], "created": "2024-05-29 15:55:34", "modified": "2026-01-15 16:23:16", "commits": 5 }, { "source": "mllrnrs_xgboost_multiclass.qmd", "filename": "mllrnrs_xgboost_multiclass.html", "title": "xgboost: Multiclass Classification", "engine": "quarto::html", "headings": [], "created": "2024-05-29 15:55:34", "modified": "2026-01-15 16:23:16", "commits": 6 }, { "source": "mllrnrs_xgboost_regression.qmd", "filename": "mllrnrs_xgboost_regression.html", "title": "xgboost: Regression", "engine": "quarto::html", "headings": [], "created": "2024-05-29 15:55:34", "modified": "2026-01-15 16:23:16", "commits": 5 } ], "_score": 6.816373888752362, "_indexed": true, "_nocasepkg": "mllrnrs", "_universes": [ "kapsner" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.0.8", "date": "2026-05-18T09:39:01.000Z", "distro": "noble", "commit": "fee2c9d9eb9b60e76c7cc93ad27becacf17a924d", "fileid": "cbb68531921737f16e151a5c1730556ffedeecf969f443b9cbeb165b2f9764c0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kapsner/actions/runs/26025301138" }, { "r": "4.6.0", "os": "linux", "version": "0.0.8", "date": "2026-05-18T09:38:58.000Z", "distro": "noble", "commit": "fee2c9d9eb9b60e76c7cc93ad27becacf17a924d", "fileid": "29d8e7e04f7b4e295720e2569d8332f0cba2719254b7b1d81c39b316ffa89429", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kapsner/actions/runs/26025301138" }, { "r": "4.5.3", "os": "mac", "version": "0.0.8", "date": "2026-05-18T09:39:26.000Z", "commit": "fee2c9d9eb9b60e76c7cc93ad27becacf17a924d", "fileid": "b046460cd4651760a94b4448c25b29c7dde76011569b92ea5f2f0d73dac94418", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kapsner/actions/runs/26025301138" }, { "r": "4.6.0", "os": "mac", "version": "0.0.8", "date": "2026-05-18T09:39:28.000Z", "commit": "fee2c9d9eb9b60e76c7cc93ad27becacf17a924d", "fileid": "18c93d511c2b76f00324c5a17bc2988e62c3e14784d7710bb7ad66f1100ee3c5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kapsner/actions/runs/26025301138" }, { "r": "4.7.0", "os": "win", "version": "0.0.8", "date": "2026-05-18T09:38:50.000Z", "commit": "fee2c9d9eb9b60e76c7cc93ad27becacf17a924d", "fileid": "8109deb63fd6b3eacf8be65975a43b3f61074115e06a4c45f4a6f2a7be2e1d12", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kapsner/actions/runs/26025301138" }, { "r": "4.5.3", "os": "win", "version": "0.0.8", "date": "2026-05-18T09:38:21.000Z", "commit": "fee2c9d9eb9b60e76c7cc93ad27becacf17a924d", "fileid": "28e50a904aa54ad1f40b53a63269f5ae653abf2bf678b245d81d1afd5995a10d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kapsner/actions/runs/26025301138" }, { "r": "4.6.0", "os": "win", "version": "0.0.8", "date": "2026-05-18T09:38:20.000Z", "commit": "fee2c9d9eb9b60e76c7cc93ad27becacf17a924d", "fileid": "c10ef9b7ddc8d9b8731086ae6450212ada5506e2564d3263bfd0e5fba98ffe52", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/kapsner/actions/runs/26025301138" }, { "r": "4.6.0", "os": "wasm", "version": "0.0.8", "date": "2026-06-02T16:00:46.000Z", "commit": "fee2c9d9eb9b60e76c7cc93ad27becacf17a924d", "fileid": "eeaf3ca7f2cf872dc9ebbaf291599b153ab5bf6afaa692c53c351b2d26ea3d2a", "status": "success", "buildurl": "https://github.com/r-universe/kapsner/actions/runs/26025301138" } ] }