{ "_id": "6a36481a3efcd9bda43fe4e5", "Package": "drrglm", "Title": "Doubly Regularized Matrix-Variate Regression", "Version": "0.3.2", "Authors@R": "c(person(\"Zengchao\", \"Xu\", email=\"zengc.xu@aliyun.com\", role = c(\"aut\", \"cre\", \"cph\")),\nperson(\"Shan\", \"Luo\", role=\"aut\"),\nperson(\"Binyan\", \"Jiang\", role=\"aut\"))", "Maintainer": "Zengchao Xu ", "Description": "The doubly regularized matrix-variate regression solves a\nlow-rank-plus-sparse structure for matrix-variate generalized\nlinear models through a weighted combination of nuclear-norm\nand L1-norm. The methodology implemented by this package is\ndescribed in the paper \"Doubly Regularized Matrix-Variate\nRegression\", which has been tentatively accepted for\npublication but does not yet have a DOI or URL. A formal\ncitation will be added in a future update once the final\npublication details are available.", "URL": "https://github.com/paradoxical-rhapsody/drrglm", "BugReports": "https://github.com/paradoxical-rhapsody/drrglm/issues", "License": "AGPL-3", "Encoding": "UTF-8", "Roxygen": "list(load=\"source\", markdown = TRUE)", "RoxygenNote": "7.3.3", "LazyData": "true", "LazyDataCompression": "xz", "Repository": "https://paradoxical-rhapsody.r-universe.dev", "Date/Publication": "2026-04-20 12:49:52 UTC", "RemoteUrl": "https://github.com/paradoxical-rhapsody/drrglm", "RemoteRef": "HEAD", "RemoteSha": "43013eb2a9c299c2de25414d754412057487cfee", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-06-20 07:51:24 UTC", "User": "root" }, "Author": "Zengchao Xu [aut, cre, cph],\nShan Luo [aut],\nBinyan Jiang [aut]", "MD5sum": "e0e9c8cebe2167c91567a1e1a684fc35", "_user": "paradoxical-rhapsody", "_type": "src", "_file": "drrglm_0.3.2.tar.gz", "_fileid": "0730fbd45c6a089e3a41939f98fe51aeeaf1d77c689ef4a57d368be179c5c013", "_filesize": 9022133, "_sha256": "0730fbd45c6a089e3a41939f98fe51aeeaf1d77c689ef4a57d368be179c5c013", "_created": "2026-06-20T07:51:24.000Z", "_published": "2026-06-20T07:58:18.907Z", "_distro": "noble", "_jobs": [ { "job": 82466981743, "time": 188, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7763434134" }, { "job": 82466981715, "time": 131, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7763427798" }, { "job": 82466981722, "time": 136, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7763428780" }, { "job": 82466981717, "time": 145, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7763429529" }, { "job": 82466981719, "time": 151, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7763429933" }, { "job": 82466981735, "time": 348, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "7763450693" }, { "job": 82466981718, "time": 119, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7763426521" }, { "job": 82466981728, "time": 294, "config": "macos-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7763445215" }, { "job": 82466815546, "time": 168, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7763413580" }, { "job": 82466981635, "time": 111, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7763425608" }, { "job": 82466981666, "time": 162, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7763431007" }, { "job": 82466981751, "time": 149, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7763429759" }, { "job": 82466981731, "time": 122, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7763426773" } ], "_buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/27864741271", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/paradoxical-rhapsody/drrglm", "_commit": { "id": "43013eb2a9c299c2de25414d754412057487cfee", "author": "paradoxical-rhapsody <89951812+paradoxical-rhapsody@users.noreply.github.com>", "committer": "paradoxical-rhapsody <89951812+paradoxical-rhapsody@users.noreply.github.com>", "message": "released on CRAN\n", "time": 1776689392 }, "_maintainer": { "name": "Zengchao Xu", "email": "zengc.xu@aliyun.com" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.3.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "data.table", "role": "Imports" }, { "package": "glmnet", "role": "Imports" }, { "package": "Rcpp", "role": "Imports" }, { "package": "stats", "role": "Imports" } ], "_owner": "paradoxical-rhapsody", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-32", "n": 1 }, { "week": "2025-33", "n": 2 }, { "week": "2025-41", "n": 1 }, { "week": "2026-13", "n": 1 }, { "week": "2026-14", "n": 1 }, { "week": "2026-16", "n": 1 }, { "week": "2026-17", "n": 1 } ], "_tags": [ { "name": "v0.1.0", "date": "2025-08-06" } ], "_stars": 0, "_contributors": [ { "user": "paradoxical-rhapsody", "count": 6, "uuid": 89951812 } ], "_userbio": { "uuid": 89951812, "type": "user", "name": "paradoxical-rhapsody", "followers": 6 }, "_downloads": { "count": 489, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/drrglm" }, "_devurl": "https://github.com/paradoxical-rhapsody/drrglm", "_searchresults": 0, "_topics": [ "openblas", "cpp" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/drrglm.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/paradoxical-rhapsody/drrglm", "_realowner": "paradoxical-rhapsody", "_cranurl": true, "_releases": [ { "version": "0.3.2", "date": "2026-04-20" } ], "_exports": [ "drrglm", "ini_paras", "simu_factor_model_data", "simu_factor_model_paras", "simu_reg_coefs", "simu_reg_data", "simu_zhouandli2014", "tune_drr_factor_model", "tune_drrglm" ], "_datasets": [ { "name": "EEG", "title": "ElectroEncephaloGraphy Data", "object": "EEG", "class": [ "list" ], "fields": [], "table": false, "tojson": true } ], "_help": [ { "page": "drr", "title": "Doubly Regularized Matrix-Variate GLMs", "topics": [ "drr", "drrglm" ] }, { "page": "EEG", "title": "ElectroEncephaloGraphy Data", "topics": [ "EEG" ] }, { "page": "ini_paras", "title": "Initialize Parameters", "topics": [ "ini_paras" ] }, { "page": "simu-factor-model", "title": "Simulation: Factor Model with Correlated Noise", "topics": [ "simu-factor-model", "simu_factor_model_data", "simu_factor_model_paras" ] }, { "page": "simu-reg-model", "title": "Simulation: Matrix-Variate GLM", "topics": [ "simu-reg-model", "simu_reg_coefs", "simu_reg_data" ] }, { "page": "simu_zhouandli2014", "title": "Simulation: Setups in Regularized Matrix Regression", "topics": [ "simu_zhouandli2014" ] }, { "page": "tune_drr_factor_model", "title": "Simulating Data for Factor Model with Correlated Noise", "topics": [ "tune_drr_factor_model" ] }, { "page": "tune.drrglm", "title": "Doubly Regularized Regression for Matrix-Variate Data", "topics": [ "tune.drrglm", "tune_drrglm" ] } ], "_readme": "https://github.com/paradoxical-rhapsody/drrglm/raw/HEAD/README.md", "_rundeps": [ "codetools", "data.table", "foreach", "glmnet", "iterators", "lattice", "Matrix", "Rcpp", "RcppArmadillo", "RcppEigen", "shape", "survival" ], "_sysdeps": [ { "shlib": "liblapack", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_score": 3.5440680443502757, "_indexed": true, "_nocasepkg": "drrglm", "_universes": [ "paradoxical-rhapsody" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.3.2", "date": "2026-06-20T07:54:29.000Z", "distro": "noble", "arch": "aarch64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "f5d16c270912adc162aef83750098a5277d370caa148109ff28b824150fa396e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/27864741271" }, { "r": "4.7.0", "os": "linux", "version": "0.3.2", "date": "2026-06-20T07:53:38.000Z", "distro": "noble", "arch": "x86_64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "38536956f95f17e3ed950deb514308b890ce02c9c30b9f493cb1fda2ccddee2c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/27864741271" }, { "r": "4.6.0", "os": "linux", "version": "0.3.2", "date": "2026-06-20T07:53:43.000Z", "distro": "noble", "arch": "aarch64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "04fa2b2509dfd8701ec9aa1d70919481a43f8dc509f18cb4cadae0f4f6230c43", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/27864741271" }, { "r": "4.6.0", "os": "linux", "version": "0.3.2", "date": "2026-06-20T07:53:46.000Z", "distro": "noble", "arch": "x86_64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "65a8e57f9763ee1d53a570731d75723f22754664606938dd6e51b70437862776", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/27864741271" }, { "r": "4.5.3", "os": "mac", "version": "0.3.2", "date": "2026-06-20T07:53:52.000Z", "arch": "aarch64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "a4bf57713b54d384bff80025aa65036ac1bcfd0dd0984b4c81787272a63f9ab2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/27864741271" }, { "r": "4.5.3", "os": "mac", "version": "0.3.2", "date": "2026-06-20T07:56:09.000Z", "arch": "x86_64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "f9a892ea747aa7426bb9f182ec4a3ccbba5fcdc6a2c477bab4f29157835885b5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/27864741271" }, { "r": "4.6.0", "os": "mac", "version": "0.3.2", "date": "2026-06-20T07:53:23.000Z", "arch": "aarch64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "f1d94e2d6311fc0ecd46fc15509bb49c533ce5b0b9722ed6ac1f4da4ac26fa12", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/27864741271" }, { "r": "4.6.0", "os": "mac", "version": "0.3.2", "date": "2026-06-20T07:54:48.000Z", "arch": "x86_64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "687f613f7e280e411ac29f747edf5b6b6c69d003135618426648626cc28888fe", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/27864741271" }, { "r": "4.6.0", "os": "wasm", "version": "0.3.2", "date": "2026-06-20T07:53:42.000Z", "arch": "emscripten", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "1372b818001532eb1cc22a82bd97ab04dfaeec4d47375d8425606efe280f95c7", "status": "success", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/27864741271" }, { "r": "4.7.0", "os": "win", "version": "0.3.2", "date": "2026-06-20T07:53:36.000Z", "arch": "x86_64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "7824fcdad0275071135ffcdd6a3275205d2352051d1168a69619932bb2683da5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/27864741271" }, { "r": "4.5.3", "os": "win", "version": "0.3.2", "date": "2026-06-20T07:53:30.000Z", "arch": "x86_64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "09a069bc230ef716d5db0764db128f3da082b7268db53408d5bb544246f15da1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/27864741271" }, { "r": "4.6.0", "os": "win", "version": "0.3.2", "date": "2026-06-20T07:52:57.000Z", "arch": "x86_64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "9c5f1faeb9ffc0a6c140910435827ede34e0987cfe2f291f43d2cf9550ab2e1c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/27864741271" } ] }