{
"_id": "6a106a0dacfb0bcc41ca9dfb",
"Package": "ino",
"Title": "Initialization of Numerical Optimization",
"Version": "1.2.0",
"Authors@R": "c(\nperson(\"Lennart\", \"Oelschl\\u00e4ger\",\nemail = \"oelschlaeger.lennart@gmail.com\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0001-5421-9313\")),\nperson(\"Marius\", \"\\u00d6tting\",\nemail = \"marius.oetting@uni-bielefeld.de\",\nrole = c(\"aut\"),\ncomment = c(ORCID = \"0000-0002-9373-0365\")),\nperson(\"Dietmar\", \"Bauer\",\nemail = \"dietmar.bauer@uni-bielefeld.de\",\nrole = c(\"ctb\")\n))",
"Description": "Analysis of the initialization for numerical optimization\nof real-valued functions, particularly likelihood functions of\nstatistical models. See for\nmore details.",
"License": "GPL (>= 3)",
"Encoding": "UTF-8",
"Roxygen": "list(markdown = TRUE)",
"RoxygenNote": "7.3.2",
"Config/testthat/edition": "3",
"URL": "https://loelschlaeger.de/ino/,\nhttps://github.com/loelschlaeger/ino",
"BugReports": "https://github.com/loelschlaeger/ino/issues",
"VignetteBuilder": "knitr",
"Config/pak/sysreqs": "libcairo2-dev cmake libfontconfig1-dev\nlibfreetype6-dev make libmagick++-dev gsfonts libicu-dev\nlibpng-dev libuv1-dev libssl-dev zlib1g-dev",
"Repository": "https://loelschlaeger.r-universe.dev",
"Date/Publication": "2025-10-25 19:09:13 UTC",
"RemoteUrl": "https://github.com/loelschlaeger/ino",
"RemoteRef": "HEAD",
"RemoteSha": "293accb3e8b58781138a32f3619007c1bed89ab8",
"NeedsCompilation": "no",
"Packaged": {
"Date": "2026-05-07 16:26:10 UTC",
"User": "root"
},
"Author": "Lennart Oelschläger [aut, cre] (ORCID:\n),\nMarius Ötting [aut] (ORCID: ),\nDietmar Bauer [ctb]",
"Maintainer": "Lennart Oelschläger ",
"MD5sum": "bc654d3b1be192cb2b7d94df38c7bd04",
"_user": "loelschlaeger",
"_type": "src",
"_file": "ino_1.2.0.tar.gz",
"_fileid": "1acd8f6586f706f6b858b15183668b59203e27c35b136afa5ae008a48fd35a5a",
"_filesize": 456215,
"_sha256": "1acd8f6586f706f6b858b15183668b59203e27c35b136afa5ae008a48fd35a5a",
"_created": "2026-05-07T16:26:10.000Z",
"_published": "2026-05-22T14:37:01.958Z",
"_distro": "noble",
"_jobs": [
{
"job": 77401385678,
"time": 208,
"config": "linux-devel-x86_64",
"r": "4.7.0",
"check": "OK",
"artifact": "6860744465"
},
{
"job": 77401386596,
"time": 282,
"config": "linux-release-x86_64",
"r": "4.6.0",
"check": "OK",
"artifact": "6860773836"
},
{
"job": 77401385945,
"time": 122,
"config": "macos-oldrel-arm64",
"r": "4.5.3",
"check": "OK",
"artifact": "6860712352"
},
{
"job": 77401386105,
"time": 177,
"config": "macos-release-arm64",
"r": "4.6.0",
"check": "OK",
"artifact": "6860732407"
},
{
"job": 77401386032,
"time": 278,
"config": "source",
"r": "4.6.0",
"check": "OK",
"artifact": "6860666244"
},
{
"job": 77401385366,
"time": 143,
"config": "wasm-release",
"r": "4.6.0",
"check": "OK",
"artifact": "7163137734"
},
{
"job": 77401385795,
"time": 167,
"config": "windows-devel",
"r": "4.7.0",
"check": "OK",
"artifact": "6860728575"
},
{
"job": 77401386482,
"time": 171,
"config": "windows-oldrel",
"r": "4.5.3",
"check": "OK",
"artifact": "6860730532"
},
{
"job": 77401386183,
"time": 176,
"config": "windows-release",
"r": "4.6.0",
"check": "OK",
"artifact": "6860732279"
}
],
"_buildurl": "https://github.com/r-universe/loelschlaeger/actions/runs/25508279354",
"_status": "success",
"_host": "GitHub-Actions",
"_upstream": "https://github.com/loelschlaeger/ino",
"_commit": {
"id": "293accb3e8b58781138a32f3619007c1bed89ab8",
"author": "Lennart Oelschläger ",
"committer": "Lennart Oelschläger ",
"message": "Removed `example_hmm.Rmd` vignette to avoid CRAN check failure for flavor r-devel-linux-x86_64-debian-gcc (namespace 'fHMM' not available).\n",
"time": 1761419353
},
"_maintainer": {
"name": "Lennart Oelschläger",
"email": "oelschlaeger.lennart@gmail.com",
"login": "loelschlaeger",
"uuid": 57176318,
"orcid": "0000-0001-5421-9313"
},
"_registered": true,
"_dependencies": [
{
"package": "R",
"version": ">= 4.1.0",
"role": "Depends"
},
{
"package": "checkmate",
"role": "Imports"
},
{
"package": "cli",
"role": "Imports"
},
{
"package": "dplyr",
"role": "Imports"
},
{
"package": "future.apply",
"role": "Imports"
},
{
"package": "ggplot2",
"role": "Imports"
},
{
"package": "normalize",
"version": ">= 0.1.2",
"role": "Imports"
},
{
"package": "oeli",
"version": ">= 0.7.4",
"role": "Imports"
},
{
"package": "optimizeR",
"version": ">= 1.2.1",
"role": "Imports"
},
{
"package": "portion",
"version": ">= 0.1.2",
"role": "Imports"
},
{
"package": "R6",
"role": "Imports"
},
{
"package": "tidyr",
"role": "Imports"
},
{
"package": "utils",
"role": "Imports"
},
{
"package": "knitr",
"role": "Suggests"
},
{
"package": "progressr",
"role": "Suggests"
},
{
"package": "renv",
"role": "Suggests"
},
{
"package": "rmarkdown",
"role": "Suggests"
},
{
"package": "scales",
"role": "Suggests"
},
{
"package": "TestFunctions",
"role": "Suggests"
},
{
"package": "testthat",
"role": "Suggests"
}
],
"_owner": "loelschlaeger",
"_selfowned": true,
"_usedby": 0,
"_updates": [
{
"week": "2025-27",
"n": 8
},
{
"week": "2025-28",
"n": 1
},
{
"week": "2025-43",
"n": 2
}
],
"_tags": [],
"_topics": [
"optimization"
],
"_stars": 2,
"_contributors": [
{
"user": "loelschlaeger",
"count": 545,
"uuid": 57176318
},
{
"user": "marius-oetting",
"count": 68,
"uuid": 41946293
}
],
"_userbio": {
"uuid": 57176318,
"type": "user",
"name": "Lennart Oelschläger"
},
"_downloads": {
"count": 232,
"source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ino"
},
"_devurl": "https://github.com/loelschlaeger/ino",
"_pkgdown": "https://loelschlaeger.de/ino/",
"_searchresults": 0,
"_rbuild": "4.6.0",
"_assets": [
"extra/citation.cff",
"extra/citation.html",
"extra/citation.json",
"extra/citation.txt",
"extra/contents.json",
"extra/ino.html",
"extra/NEWS.html",
"extra/NEWS.txt",
"extra/readme.html",
"extra/readme.md",
"manual.pdf"
],
"_homeurl": "https://github.com/loelschlaeger/ino",
"_realowner": "loelschlaeger",
"_cranurl": true,
"_releases": [
{
"version": "0.1.0",
"date": "2022-07-16"
},
{
"version": "0.2.0",
"date": "2022-09-29"
},
{
"version": "1.0.0",
"date": "2023-05-31"
},
{
"version": "1.0.1",
"date": "2023-06-05"
},
{
"version": "1.0.2",
"date": "2023-09-29"
},
{
"version": "1.1.0",
"date": "2025-07-05"
},
{
"version": "1.1.1",
"date": "2025-10-21"
},
{
"version": "1.2.0",
"date": "2025-10-26"
}
],
"_exports": [
"Nop"
],
"_help": [
{
"page": "autoplot.Nop",
"title": "Plotting methods",
"topics": [
"autoplot.Nop",
"autoplot.Nop_deviation",
"autoplot.Nop_optima",
"autoplot.Nop_results"
]
},
{
"page": "Nop",
"title": "Nop Object",
"topics": [
"Nop"
]
}
],
"_pkglogo": "https://github.com/loelschlaeger/ino/raw/HEAD/man/figures/logo.png",
"_readme": "https://github.com/loelschlaeger/ino/raw/HEAD/README.md",
"_rundeps": [
"askpass",
"backports",
"base64enc",
"BB",
"bbmle",
"bdsmatrix",
"benchmarkme",
"benchmarkmeData",
"boot",
"brio",
"bslib",
"cachem",
"callr",
"checkmate",
"cli",
"codetools",
"ContourFunctions",
"cpp11",
"crayon",
"cubature",
"curl",
"desc",
"diffobj",
"digest",
"doParallel",
"dplyr",
"evaluate",
"farver",
"fastmap",
"fontawesome",
"fontBitstreamVera",
"fontLiberation",
"fontquiver",
"foreach",
"fs",
"future",
"future.apply",
"gdtools",
"generics",
"GenOrd",
"ggfun",
"ggimage",
"ggiraph",
"ggplot2",
"ggplotify",
"globals",
"glue",
"GPArotation",
"gridGraphics",
"gtable",
"hexbin",
"hexSticker",
"highr",
"htmltools",
"htmlwidgets",
"httr",
"isoband",
"iterators",
"jquerylib",
"jsonlite",
"knitr",
"labeling",
"lattice",
"lbfgsb3c",
"lhs",
"lifecycle",
"listenv",
"magick",
"magrittr",
"MASS",
"Matrix",
"memoise",
"mime",
"mnormt",
"mvtnorm",
"nleqslv",
"nlme",
"normalize",
"numDeriv",
"oeli",
"openssl",
"optimizeR",
"parallelly",
"pillar",
"pkgbuild",
"pkgconfig",
"pkgload",
"portion",
"pracma",
"praise",
"processx",
"progressr",
"ps",
"psych",
"purrr",
"quadprog",
"R6",
"rappdirs",
"RColorBrewer",
"Rcpp",
"RcppArmadillo",
"rlang",
"rmarkdown",
"rprojroot",
"S7",
"sass",
"scales",
"showtext",
"showtextdb",
"SimMultiCorrData",
"stringi",
"stringr",
"sys",
"sysfonts",
"systemfonts",
"TestFunctions",
"testthat",
"tibble",
"tidyr",
"tidyselect",
"tinytex",
"triangle",
"ucminf",
"utf8",
"vctrs",
"VGAM",
"viridisLite",
"waldo",
"withr",
"xfun",
"yaml",
"yulab.utils"
],
"_vignettes": [
{
"source": "ino.Rmd",
"filename": "ino.html",
"title": "Introduction to ino",
"engine": "knitr::rmarkdown",
"headings": [
"Motivation",
"Package functionality",
"Example workflow",
"Gaussian mixture model",
"Initialization effect",
"Comparing initialization strategies",
"Comparing optimizer functions",
"The solution to the optimization problem",
"Appendix",
"Verbose mode",
"The expectation-maximization algorithm",
"Defining optimizers via the {optimizeR} framework",
"References"
],
"created": "2023-05-29 18:18:41",
"modified": "2025-07-01 19:34:40",
"commits": 6
}
],
"_score": 4.477121254719663,
"_indexed": true,
"_nocasepkg": "ino",
"_universes": [
"loelschlaeger"
],
"_binaries": [
{
"r": "4.7.0",
"os": "linux",
"version": "1.2.0",
"date": "2026-05-07T16:29:05.000Z",
"distro": "noble",
"commit": "293accb3e8b58781138a32f3619007c1bed89ab8",
"fileid": "0abf5389dbacba1a0b80425d6da4105649510f72d48da67f6b5e1a107707d64f",
"status": "success",
"check": "OK",
"buildurl": "https://github.com/r-universe/loelschlaeger/actions/runs/25508279354"
},
{
"r": "4.6.0",
"os": "linux",
"version": "1.2.0",
"date": "2026-05-07T16:30:12.000Z",
"distro": "noble",
"commit": "293accb3e8b58781138a32f3619007c1bed89ab8",
"fileid": "e2b409da12c574d601a8866c5dc54010400d114eaa3365c9a3fe7234ced1fb1c",
"status": "success",
"check": "OK",
"buildurl": "https://github.com/r-universe/loelschlaeger/actions/runs/25508279354"
},
{
"r": "4.5.3",
"os": "mac",
"version": "1.2.0",
"date": "2026-05-07T16:27:57.000Z",
"commit": "293accb3e8b58781138a32f3619007c1bed89ab8",
"fileid": "03c10b47ae52614d4487d0cc58ba38838f9596db7c45d66c9583b0c16cf2cecb",
"status": "success",
"check": "OK",
"buildurl": "https://github.com/r-universe/loelschlaeger/actions/runs/25508279354"
},
{
"r": "4.6.0",
"os": "mac",
"version": "1.2.0",
"date": "2026-05-07T16:28:24.000Z",
"commit": "293accb3e8b58781138a32f3619007c1bed89ab8",
"fileid": "3a1f9b74bb5c45b7431a5fc64229395cf966101cdbea4d7ee2c3c9b3f6ed664c",
"status": "success",
"check": "OK",
"buildurl": "https://github.com/r-universe/loelschlaeger/actions/runs/25508279354"
},
{
"r": "4.7.0",
"os": "win",
"version": "1.2.0",
"date": "2026-05-07T16:27:51.000Z",
"commit": "293accb3e8b58781138a32f3619007c1bed89ab8",
"fileid": "8ed7bb09147cd8ac620bfd23d52f09ede1d0ee44595b9bccabfdeeee331e9b53",
"status": "success",
"check": "OK",
"buildurl": "https://github.com/r-universe/loelschlaeger/actions/runs/25508279354"
},
{
"r": "4.5.3",
"os": "win",
"version": "1.2.0",
"date": "2026-05-07T16:27:53.000Z",
"commit": "293accb3e8b58781138a32f3619007c1bed89ab8",
"fileid": "751b3cc087cc495897a22fff75e057ac0a0263d12d75f1d8acaef3f3c6139fd9",
"status": "success",
"check": "OK",
"buildurl": "https://github.com/r-universe/loelschlaeger/actions/runs/25508279354"
},
{
"r": "4.6.0",
"os": "win",
"version": "1.2.0",
"date": "2026-05-07T16:27:57.000Z",
"commit": "293accb3e8b58781138a32f3619007c1bed89ab8",
"fileid": "a7bb73921bd297564d14a93a49c4b452817b8ab3684b3ad21c117f290edda2c6",
"status": "success",
"check": "OK",
"buildurl": "https://github.com/r-universe/loelschlaeger/actions/runs/25508279354"
},
{
"r": "4.6.0",
"os": "wasm",
"version": "1.2.0",
"date": "2026-05-22T14:36:43.000Z",
"commit": "293accb3e8b58781138a32f3619007c1bed89ab8",
"fileid": "f08dd7c7621bf6056971c8933fcf8e0fbb26732852392147f423c4668853c25b",
"status": "success",
"buildurl": "https://github.com/r-universe/loelschlaeger/actions/runs/25508279354"
}
]
}