{ "_id": "6a0f6b4eacfb0bcc41c5e596", "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": "2026-05-21 08:32:56 UTC", "User": "root" }, "Author": "Zengchao Xu [aut, cre, cph],\nShan Luo [aut],\nBinyan Jiang [aut]", "MD5sum": "a85085c538b762ec66bdae5dd9ab5ef6", "_user": "paradoxical-rhapsody", "_type": "src", "_file": "drrglm_0.3.2.tar.gz", "_fileid": "103c64e5870bc11eae95f238f72a2a93402f521827660ffedcbd9d7dd5d2c5d6", "_filesize": 9019641, "_sha256": "103c64e5870bc11eae95f238f72a2a93402f521827660ffedcbd9d7dd5d2c5d6", "_created": "2026-05-21T08:32:56.000Z", "_published": "2026-05-21T20:30:06.391Z", "_distro": "noble", "_jobs": [ { "job": 77262546434, "time": 144, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7131028575" }, { "job": 77262546420, "time": 144, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7131029084" }, { "job": 77262547425, "time": 131, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7131024079" }, { "job": 77262546437, "time": 118, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7131018675" }, { "job": 77262547181, "time": 178, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7131040756" }, { "job": 77262547108, "time": 246, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "7131063898" }, { "job": 77262546393, "time": 124, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7131021209" }, { "job": 77262546728, "time": 199, "config": "macos-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7131047214" }, { "job": 77262545883, "time": 178, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7130976163" }, { "job": 77262545924, "time": 107, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7146472667" }, { "job": 77262546858, "time": 146, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7131029530" }, { "job": 77262546990, "time": 160, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7131034142" }, { "job": 77262546503, "time": 125, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7131021597" } ], "_buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/26214798622", "_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" }, "_downloads": { "count": 569, "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": "2026-05-21T08:35:14.000Z", "distro": "noble", "arch": "aarch64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "f6ecf4b05a5386e498613cb76902234b8ff4621f6f0ce9b0f93127c089692e66", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/26214798622" }, { "r": "4.7.0", "os": "linux", "version": "0.3.2", "date": "2026-05-21T08:35:12.000Z", "distro": "noble", "arch": "x86_64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "b32dfc93280ead93c8222a4b2731fcd5e11c78291f57de4387e01f3776ebe108", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/26214798622" }, { "r": "4.6.0", "os": "linux", "version": "0.3.2", "date": "2026-05-21T08:35:04.000Z", "distro": "noble", "arch": "aarch64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "c146bbfab306325df4119bd9a3b9d54882fc85f675a40731fc662d11a1d292bc", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/26214798622" }, { "r": "4.6.0", "os": "linux", "version": "0.3.2", "date": "2026-05-21T08:35:00.000Z", "distro": "noble", "arch": "x86_64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "8eb07ad60825812f56dd9ba66a3fa18ca931ff12201ef7bcf2583e2dcf3ee769", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/26214798622" }, { "r": "4.5.3", "os": "mac", "version": "0.3.2", "date": "2026-05-21T08:35:35.000Z", "arch": "aarch64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "8914315162ffe569d254db0a6847f3ca199bb965fdeac723b5bd22904927038a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/26214798622" }, { "r": "4.5.3", "os": "mac", "version": "0.3.2", "date": "2026-05-21T08:36:28.000Z", "arch": "x86_64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "3e5632abac119d47baf8672aa5ad9811711f41d0b5b8c167a763199a1977ad97", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/26214798622" }, { "r": "4.6.0", "os": "mac", "version": "0.3.2", "date": "2026-05-21T08:34:59.000Z", "arch": "aarch64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "73e1ad57fa4b14054055bb94a9d38f7d1bb658e160be47b6ad7535ae423e6817", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/26214798622" }, { "r": "4.6.0", "os": "mac", "version": "0.3.2", "date": "2026-05-21T08:35:45.000Z", "arch": "x86_64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "ae60c8c6d289fd84e8d31711ab12872b98a48dbeec949202799529d82f59192d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/26214798622" }, { "r": "4.6.0", "os": "wasm", "version": "0.3.2", "date": "2026-05-21T20:29:25.000Z", "arch": "emscripten", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "2af6ab0fe188e72a771f6ba1c914058a64e3ef9d34c1bc58e7cb06a9bfa4b2d3", "status": "success", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/26214798622" }, { "r": "4.7.0", "os": "win", "version": "0.3.2", "date": "2026-05-21T08:34:49.000Z", "arch": "x86_64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "cf5f246f38c7903fa5eec9cdbe1b10656db04c0a2236bc11831ed421404f4029", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/26214798622" }, { "r": "4.5.3", "os": "win", "version": "0.3.2", "date": "2026-05-21T08:34:34.000Z", "arch": "x86_64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "3b2e252624629902def272ff55b4b048eb22eedcf37d49215ee88c925f5df4b5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/26214798622" }, { "r": "4.6.0", "os": "win", "version": "0.3.2", "date": "2026-05-21T08:34:30.000Z", "arch": "x86_64", "commit": "43013eb2a9c299c2de25414d754412057487cfee", "fileid": "2acb3f739a57cd35d195c80634553714e46040acc8f243989aa53e85e3999253", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/paradoxical-rhapsody/actions/runs/26214798622" } ] }