{ "_id": "6a15754aacfb0bcc41d65f15", "Package": "RGF", "Type": "Package", "Title": "Regularized Greedy Forest", "Version": "1.1.1", "Date": "2022-09-10", "Authors@R": "c( person(\"Lampros\", \"Mouselimis\", email = \"mouselimislampros@gmail.com\", role = c(\"aut\", \"cre\"), comment = c(ORCID = \"https://orcid.org/0000-0002-8024-1546\")), person(\"Ryosuke\", \"Fukatani\", role = \"cph\", comment = \"Author of the python wrapper of the 'Regularized Greedy Forest' machine learning algorithm\"), person(\"Nikita\", \"Titov\", role = \"cph\", comment = \"Author of the python wrapper of the 'Regularized Greedy Forest' machine learning algorithm\"), person(\"Tong\", \"Zhang\", role = \"cph\", comment = \"Author of the 'Regularized Greedy Forest' and of the Multi-core implementation of Regularized Greedy Forest machine learning algorithm\"), person(\"Rie\", \"Johnson\", role = \"cph\", comment = \"Author of the 'Regularized Greedy Forest' machine learning algorithm\") )", "BugReports": "https://github.com/RGF-team/rgf/issues", "URL": "https://github.com/RGF-team/rgf/tree/master/R-package", "Description": "Regularized Greedy Forest wrapper of the 'Regularized\nGreedy Forest'\n\n'python' package, which also includes a Multi-core\nimplementation (FastRGF)\n.", "License": "MIT + file LICENSE", "SystemRequirements": "Python (>= 3.7), rgf_python, scikit-learn (>=\n0.18.0), scipy, numpy. Detailed installation instructions for\neach operating system can be found in the README file.", "Encoding": "UTF-8", "RoxygenNote": "7.2.1", "VignetteBuilder": "knitr", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-26 10:22:23 UTC", "User": "root" }, "Author": "Lampros Mouselimis [aut, cre]\n(), Ryosuke Fukatani\n[cph] (Author of the python wrapper of the 'Regularized Greedy\nForest' machine learning algorithm), Nikita Titov [cph] (Author\nof the python wrapper of the 'Regularized Greedy Forest'\nmachine learning algorithm), Tong Zhang [cph] (Author of the\n'Regularized Greedy Forest' and of the Multi-core\nimplementation of Regularized Greedy Forest machine learning\nalgorithm), Rie Johnson [cph] (Author of the 'Regularized\nGreedy Forest' machine learning algorithm)", "Maintainer": "Lampros Mouselimis ", "Config/pak/sysreqs": "libpng-dev python3", "Repository": "https://mlampros.r-universe.dev", "Date/Publication": "2022-09-12 05:42:59 UTC", "RemoteUrl": "https://github.com/cran/RGF", "RemoteRef": "HEAD", "RemoteSha": "6e68a6a2471c58e3f4354c4f2185549085f12bf3", "MD5sum": "e0518396ca079fb2251ca9f3507e3664", "_user": "mlampros", "_type": "src", "_file": "RGF_1.1.1.tar.gz", "_fileid": "4aad5191804e4c2a0cf60ef41e544abd5a2df39e9729999ffa3a0ade6c8886dd", "_filesize": 175351, "_sha256": "4aad5191804e4c2a0cf60ef41e544abd5a2df39e9729999ffa3a0ade6c8886dd", "_created": "2026-05-26T10:22:23.000Z", "_published": "2026-05-26T10:26:18.775Z", "_distro": "noble", "_jobs": [ { "job": 77854535770, "time": 155, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7214647570" }, { "job": 77854535695, "time": 162, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7214649311" }, { "job": 77854535658, "time": 105, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7214631186" }, { "job": 77854535666, "time": 140, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7214642419" }, { "job": 77854057964, "time": 181, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7214598007" }, { "job": 77854535664, "time": 103, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7214630866" }, { "job": 77854535711, "time": 189, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7214658779" }, { "job": 77854535751, "time": 188, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7214658433" }, { "job": 77854535697, "time": 196, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7214660106" } ], "_buildurl": "https://github.com/r-universe/mlampros/actions/runs/26446471601", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/RGF", "_commit": { "id": "6e68a6a2471c58e3f4354c4f2185549085f12bf3", "author": "Lampros Mouselimis ", "committer": "cran-robot ", "message": "version 1.1.1\n", "time": 1662961379 }, "_maintainer": { "name": "Lampros Mouselimis", "email": "mouselimislampros@gmail.com", "login": "mlampros", "description": "Search (a little bit) and you'll find...", "uuid": 3055514, "orcid": "0000-0002-8024-1546" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.2.0", "role": "Depends" }, { "package": "reticulate", "role": "Imports" }, { "package": "R6", "role": "Imports" }, { "package": "Matrix", "role": "Imports" }, { "package": "testthat", "role": "Suggests" }, { "package": "covr", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "mlampros", "count": 11, "uuid": 3055514 } ], "_userbio": { "uuid": 3055514, "type": "user", "name": "Lampros Mouselimis", "description": "Search (a little bit) and you'll find..." }, "_downloads": { "count": 304, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/RGF" }, "_devurl": "https://github.com/rgf-team/rgf", "_searchresults": 71, "_rbuild": "4.6.0", "_assets": [ "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", "extra/RGF.html", "manual.pdf" ], "_realowner": "mlampros", "_cranurl": false, "_releases": [ { "version": "1.0.0", "date": "2018-02-13" }, { "version": "1.0.1", "date": "2018-02-26" }, { "version": "1.0.2", "date": "2018-04-14" }, { "version": "1.0.3", "date": "2018-05-10" }, { "version": "1.0.4", "date": "2018-07-22" }, { "version": "1.0.5", "date": "2018-09-23" }, { "version": "1.0.6", "date": "2019-01-15" }, { "version": "1.0.7", "date": "2021-03-16" }, { "version": "1.0.8", "date": "2021-05-07" }, { "version": "1.1.0", "date": "2022-09-05" }, { "version": "1.1.1", "date": "2022-09-12" } ], "_exports": [ "FastRGF_Classifier", "FastRGF_Regressor", "mat_2scipy_sparse", "RGF_Classifier", "RGF_cleanup_temp_files", "RGF_Regressor", "TO_scipy_sparse" ], "_help": [ { "page": "FastRGF_Classifier", "title": "A Fast Regularized Greedy Forest classifier", "topics": [ "FastRGF_Classifier" ] }, { "page": "FastRGF_Regressor", "title": "A Fast Regularized Greedy Forest regressor", "topics": [ "FastRGF_Regressor" ] }, { "page": "mat_2scipy_sparse", "title": "conversion of an R matrix to a scipy sparse matrix", "topics": [ "mat_2scipy_sparse" ] }, { "page": "RGF_Classifier", "title": "Regularized Greedy Forest classifier", "topics": [ "RGF_Classifier" ] }, { "page": "RGF_cleanup_temp_files", "title": "Delete all temporary files of the created RGF estimators", "topics": [ "RGF_cleanup_temp_files" ] }, { "page": "RGF_Regressor", "title": "Regularized Greedy Forest regressor", "topics": [ "RGF_Regressor" ] }, { "page": "TO_scipy_sparse", "title": "conversion of an R sparse matrix to a scipy sparse matrix", "topics": [ "TO_scipy_sparse" ] } ], "_readme": "https://github.com/cran/RGF/raw/HEAD/README.md", "_rundeps": [ "here", "jsonlite", "lattice", "Matrix", "png", "R6", "rappdirs", "Rcpp", "RcppTOML", "reticulate", "rlang", "rprojroot", "withr" ], "_vignettes": [ { "source": "the_RGF_package.Rmd", "filename": "the_RGF_package.html", "title": "Regularized Greedy Forest in R", "author": "Lampros Mouselimis", "engine": "knitr::rmarkdown", "headings": [ "The RGF package", "classes", "functions", "Sparse matrices as input", "Comparison of RGF with ranger and xgboost" ], "created": "2018-02-13 15:37:32", "modified": "2018-09-23 06:40:03", "commits": 4 } ], "_score": 3.550228353055094, "_indexed": true, "_nocasepkg": "rgf", "_universes": [ "mlampros", "rgf-team" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.1.1", "date": "2026-05-26T10:24:35.000Z", "distro": "noble", "commit": "6e68a6a2471c58e3f4354c4f2185549085f12bf3", "fileid": "3e7b1e14bf7810a2efc0ca6e570a127e7ddf2d314b7c31f60fa22112151073cc", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mlampros/actions/runs/26446471601" }, { "r": "4.6.0", "os": "linux", "version": "1.1.1", "date": "2026-05-26T10:24:39.000Z", "distro": "noble", "commit": "6e68a6a2471c58e3f4354c4f2185549085f12bf3", "fileid": "05c3dbe1fe4f2674f3cb4853b1bca4a8e3baa89f6ff2b739618980a5af48c7b0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mlampros/actions/runs/26446471601" }, { "r": "4.5.3", "os": "mac", "version": "1.1.1", "date": "2026-05-26T10:23:49.000Z", "commit": "6e68a6a2471c58e3f4354c4f2185549085f12bf3", "fileid": "1bd70ea7ac2b25baca91fbc09cac3c2c1fe21defd5bb4a5a937d8841524089d8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mlampros/actions/runs/26446471601" }, { "r": "4.6.0", "os": "mac", "version": "1.1.1", "date": "2026-05-26T10:24:12.000Z", "commit": "6e68a6a2471c58e3f4354c4f2185549085f12bf3", "fileid": "e4124a2d1af6d72ec0a70cf6b4cf6d336b43af21826b4373584f9ed9abc247b8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mlampros/actions/runs/26446471601" }, { "r": "4.6.0", "os": "wasm", "version": "1.1.1", "date": "2026-05-26T10:24:26.000Z", "commit": "6e68a6a2471c58e3f4354c4f2185549085f12bf3", "fileid": "36edf96dd1fea3d3730867ee603f1199f60c59ef38ef9530ae925f74204fc5b9", "status": "success", "buildurl": "https://github.com/r-universe/mlampros/actions/runs/26446471601" }, { "r": "4.7.0", "os": "win", "version": "1.1.1", "date": "2026-05-26T10:23:56.000Z", "commit": "6e68a6a2471c58e3f4354c4f2185549085f12bf3", "fileid": "a35114e3e5744fd64f852f15ad5cb0aa45886b91e846f5c36d578f4ca26dd3a5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mlampros/actions/runs/26446471601" }, { "r": "4.5.3", "os": "win", "version": "1.1.1", "date": "2026-05-26T10:24:02.000Z", "commit": "6e68a6a2471c58e3f4354c4f2185549085f12bf3", "fileid": "61fdc869922f41d5b7f0f52459e0a10664ce19a54eccbdcda7618c02a53ac338", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mlampros/actions/runs/26446471601" }, { "r": "4.6.0", "os": "win", "version": "1.1.1", "date": "2026-05-26T10:24:04.000Z", "commit": "6e68a6a2471c58e3f4354c4f2185549085f12bf3", "fileid": "ff6d27058e1897330241fa8ccf5ddeaecc9c8a989eda4252929c9f7988caf04b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mlampros/actions/runs/26446471601" } ] }