{ "_id": "6ac4f59af511ae58c09a3855", "Package": "RWNN", "Type": "Package", "Title": "Random Weight Neural Networks", "Version": "0.4", "Date": "2024-08-29", "Authors@R": "person(given = c(\"Søren\", \"B.\"), family = \"Vilsen\", role = c(\"aut\", \"cre\"), email = \"svilsen@math.aau.dk\")", "Description": "Creation, estimation, and prediction of random weight\nneural networks (RWNN), Schmidt et al. (1992)\n, including popular variants like\nextreme learning machines, Huang et al. (2006)\n, sparse RWNN, Zhang et al.\n(2019) , and deep RWNN,\nHenríquez et al. (2018) . It\nfurther allows for the creation of ensemble RWNNs like bagging\nRWNN, Sui et al. (2021) ,\nboosting RWNN, stacking RWNN, and ensemble deep RWNN, Shi et\nal. (2021) .", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "RoxygenNote": "7.3.1", "LazyData": "true", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-10-06 13:14:57 UTC", "User": "root" }, "Author": "Søren B. Vilsen [aut, cre]", "Maintainer": "Søren B. Vilsen ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2024-09-04 02:51:50 UTC", "RemoteUrl": "https://github.com/cran/RWNN", "RemoteRef": "HEAD", "RemoteSha": "731fbfcfd64167ab79879a705899501fd5c92526", "_user": "cran", "_type": "src", "_file": "RWNN_0.4.tar.gz", "_fileid": "https://r2.ropensci.org/f8fa82a9a9e2affc845c01f65910e6768fe336e4a07a5cb1ae9a0b0d49393fd0", "_filesize": 309438, "_sha256": "f8fa82a9a9e2affc845c01f65910e6768fe336e4a07a5cb1ae9a0b0d49393fd0", "_expires": "2027-01-14T13:20:24.000Z", "_created": "2026-10-06T13:14:57.000Z", "_published": "2026-10-06T13:20:26.004Z", "_jobs": [ { "job": 112288654007, "time": 145, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "11416730183" }, { "job": 112288654118, "time": 114, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11416136666" }, { "job": 112288653992, "time": 126, "config": "linux-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11416590416" }, { "job": 112288654133, "time": 115, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11416435614" }, { "job": 112286907882, "time": 230, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11415249773" }, { "job": 112288653517, "time": 111, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11416196398" }, { "job": 112288654153, "time": 260, "config": "windows-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "11417145516" }, { "job": 112288653742, "time": 171, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11416780203" }, { "job": 112288653723, "time": 244, "config": "windows-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11416411046" }, { "job": 112288654003, "time": 146, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11416241366" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/cran/actions/runs/37468842779", "_status": "success", "_upstream": "https://github.com/cran/RWNN", "_commit": { "id": "731fbfcfd64167ab79879a705899501fd5c92526", "author": "Søren B. Vilsen ", "committer": "cran-robot ", "message": "version 0.4\n", "time": 1725418310 }, "_maintainer": { "name": "Søren B. Vilsen", "email": "svilsen@math.aau.dk", "login": "svilsen", "description": "", "uuid": 17453171 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "methods", "role": "Imports" }, { "package": "quadprog", "role": "Imports" }, { "package": "randtoolbox", "role": "Imports" }, { "package": "Rcpp", "version": ">= 1.0.4.6", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "tinytest", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "svilsen", "count": 1, "uuid": 17453171 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 630, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 246, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/RWNN" }, "_searchresults": 0, "_topics": [ "openblas", "cpp", "openmp" ], "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/RWNN.html", "LICENSE" ], "_homeurl": "https://github.com/svilsen/rwnn", "_realowner": "svilsen", "_cranurl": false, "_releases": [ { "version": "0.4", "date": "2024-09-03" } ], "_exports": [ "ae_rwnn", "bag_rwnn", "boost_rwnn", "classify", "control_rwnn", "ed_rwnn", "reduce_network", "rwnn", "stack_rwnn" ], "_datasets": [ { "name": "example_data", "title": "Example data", "object": "example_data", "class": [ "data.frame" ], "fields": [ "y", "X1", "X2", "X3", "X4", "X5" ], "rows": 2000, "table": true, "tojson": true } ], "_help": [ { "page": "ae_rwnn", "title": "Auto-encoder pre-trained random weight neural networks", "topics": [ "ae_rwnn", "ae_rwnn.formula" ] }, { "page": "bag_rwnn", "title": "Bagging random weight neural networks", "topics": [ "bag_rwnn", "bag_rwnn.formula" ] }, { "page": "boost_rwnn", "title": "Boosting random weight neural networks", "topics": [ "boost_rwnn", "boost_rwnn.formula" ] }, { "page": "classify", "title": "Classifier", "topics": [ "classify" ] }, { "page": "control_rwnn", "title": "rwnn control function", "topics": [ "control_rwnn" ] }, { "page": "ed_rwnn", "title": "Ensemble deep random weight neural networks", "topics": [ "ed_rwnn", "ed_rwnn.formula" ] }, { "page": "ERWNN-object", "title": "An ERWNN-object", "topics": [ "ERWNN-object" ] }, { "page": "example_data", "title": "Example data", "topics": [ "example_data" ] }, { "page": "predict.ERWNN", "title": "Predicting targets of an ERWNN-object", "topics": [ "predict.ERWNN" ] }, { "page": "predict.RWNN", "title": "Predicting targets of an RWNN-object", "topics": [ "predict.RWNN" ] }, { "page": "reduce_network", "title": "Reduce the weights of a random weight neural network.", "topics": [ "reduce_network", "reduce_network.ERWNN", "reduce_network.RWNN" ] }, { "page": "rwnn", "title": "Random weight neural networks", "topics": [ "rwnn", "rwnn.formula" ] }, { "page": "RWNN-object", "title": "An RWNN-object", "topics": [ "RWNN-object" ] }, { "page": "stack_rwnn", "title": "Stacking random weight neural networks", "topics": [ "stack_rwnn", "stack_rwnn.formula" ] } ], "_rundeps": [ "quadprog", "randtoolbox", "Rcpp", "RcppArmadillo", "rngWELL" ], "_sysdeps": [ { "shlib": "liblapack", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.32+ds-5", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.32+ds-5", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" }, { "shlib": "libgomp", "package": "libgomp1", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "openmp", "homepage": "http://gcc.gnu.org/", "description": "GCC OpenMP (GOMP) support library" } ], "_score": 1, "_indexed": false, "_nocasepkg": "rwnn", "_universes": [ "cran" ], "_indexurl": "https://svilsen.r-universe.dev/RWNN", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.4", "date": "2026-10-06T13:17:31.000Z", "distro": "resolute", "arch": "aarch64", "commit": "731fbfcfd64167ab79879a705899501fd5c92526", "fileid": "https://r2.ropensci.org/47e6328b23b76578d237ede1baf8c72728330d10dbcdbf7b213a4d5de7566719", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/37468842779" }, { "r": "4.7.0", "os": "linux", "version": "0.4", "date": "2026-10-06T13:17:09.000Z", "distro": "resolute", "arch": "x86_64", "commit": "731fbfcfd64167ab79879a705899501fd5c92526", "fileid": "https://r2.ropensci.org/eb7c2291ef755b1734eb008ccce7bfdbdd389d01051dafd47cda7fc0dbe74773", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/37468842779" }, { "r": "4.6.1", "os": "linux", "version": "0.4", "date": "2026-10-06T13:17:12.000Z", "distro": "resolute", "arch": "aarch64", "commit": "731fbfcfd64167ab79879a705899501fd5c92526", "fileid": "https://r2.ropensci.org/86b414d80f98c7340beeb18de9246278a2f4fc473d9206cc45dd710a1b6a0118", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/37468842779" }, { "r": "4.6.1", "os": "linux", "version": "0.4", "date": "2026-10-06T13:17:08.000Z", "distro": "resolute", "arch": "x86_64", "commit": "731fbfcfd64167ab79879a705899501fd5c92526", "fileid": "https://r2.ropensci.org/ad7fcf8806f5cca8d0f2d8d7957a392020e838867b8d7f3e819432eee5e2c7fc", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/37468842779" }, { "r": "4.6.0", "os": "wasm", "version": "0.4", "date": "2026-10-06T13:17:08.000Z", "arch": "emscripten", "commit": "731fbfcfd64167ab79879a705899501fd5c92526", "fileid": "https://r2.ropensci.org/d8543d5878a9c8779a6a8f60dd07730f5fe6b92e8c0eb2d027c38fdaf5cf087c", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/37468842779" }, { "r": "4.7.0", "os": "win", "version": "0.4", "date": "2026-10-06T13:18:59.000Z", "arch": "aarch64", "commit": "731fbfcfd64167ab79879a705899501fd5c92526", "fileid": "https://r2.ropensci.org/ec7e1aa05401a9505e059dd57f6916bbd05ed7639105af57e73cae7e8278ac92", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/37468842779" }, { "r": "4.7.0", "os": "win", "version": "0.4", "date": "2026-10-06T13:16:30.000Z", "arch": "x86_64", "commit": "731fbfcfd64167ab79879a705899501fd5c92526", "fileid": "https://r2.ropensci.org/3df8229063523ced5a476e1f0d3a600b4db9a60bd0aa3dcd16fa04f576ca6f52", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/37468842779" }, { "r": "4.6.1", "os": "win", "version": "0.4", "date": "2026-10-06T13:18:46.000Z", "arch": "aarch64", "commit": "731fbfcfd64167ab79879a705899501fd5c92526", "fileid": "https://r2.ropensci.org/8af3c0af0db918d765d1095c3106b686b549c293e91586044f679a614bbe84bb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/37468842779" }, { "r": "4.6.1", "os": "win", "version": "0.4", "date": "2026-10-06T13:16:33.000Z", "arch": "x86_64", "commit": "731fbfcfd64167ab79879a705899501fd5c92526", "fileid": "https://r2.ropensci.org/18c8a58cacb1b4d9e0690f3956824a65349fd6862f2cc7128d6d15c38eb0fa61", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/37468842779" } ] }