{ "_id": "6a170152acfb0bcc41d8ff88", "Package": "GEMSS", "Title": "Generalization Error Minimization in SubSampling for Gaussian\nProcesses", "Version": "0.1.1", "Authors@R": "person(\"Sheng-Zhan\", \"Hua\", , \"szhua@g.ucla.edu\", role = c(\"aut\", \"cre\"))", "Description": "Implements the Generalization Error Minimization in\nSubSampling (GEMSS) algorithm for sequential subdata selection\nin large-scale Gaussian process modeling (Chang, Hua, and Wu,\n2026) . The method selects\ndata points by a criterion consisting of predictive and\nspace-filling parts, enabling efficient surrogate modeling for\nmassive datasets.", "License": "GPL (>= 3)", "Encoding": "UTF-8", "RoxygenNote": "7.3.3", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-05-27 14:32:37 UTC", "User": "root" }, "Author": "Sheng-Zhan Hua [aut, cre]", "Maintainer": "Sheng-Zhan Hua ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-05-27 08:50:19 UTC", "RemoteUrl": "https://github.com/cran/GEMSS", "RemoteRef": "HEAD", "RemoteSha": "483cb60f12f59a7cc9db7a4635aa25c8066bc784", "MD5sum": "bb4756f7deeaf205b082c1691d5402da", "_user": "cran", "_type": "src", "_file": "GEMSS_0.1.1.tar.gz", "_fileid": "15664084906be034b8d3e1d2d4c6cb07e15e38e9251aa410dffb4bd6a667575e", "_filesize": 192395, "_sha256": "15664084906be034b8d3e1d2d4c6cb07e15e38e9251aa410dffb4bd6a667575e", "_created": "2026-05-27T14:32:37.000Z", "_published": "2026-05-27T14:36:02.734Z", "_distro": "noble", "_jobs": [ { "job": 78100033511, "time": 133, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7243150166" }, { "job": 78100033524, "time": 139, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7243153205" }, { "job": 78100033471, "time": 150, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7243157766" }, { "job": 78100033496, "time": 140, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7243153813" }, { "job": 78099286890, "time": 204, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7243092545" }, { "job": 78100033506, "time": 126, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7243148050" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/26517617226", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/GEMSS", "_commit": { "id": "483cb60f12f59a7cc9db7a4635aa25c8066bc784", "author": "Sheng-Zhan Hua ", "committer": "cran-robot ", "message": "version 0.1.1\n", "time": 1779871819 }, "_maintainer": { "name": "Sheng-Zhan Hua", "email": "szhua@g.ucla.edu", "login": "szhua-stat", "description": "", "uuid": 236487964 }, "_registered": true, "_dependencies": [ { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "Rcpp", "version": ">= 1.0.0", "role": "Imports" }, { "package": "hetGP", "role": "Imports" }, { "package": "twinning", "role": "Imports" }, { "package": "ContourFunctions", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2026-22", "n": 1 } ], "_tags": [ { "name": "0.1.1", "date": "2026-05-27" } ], "_stars": 0, "_contributors": [ { "user": "szhua-stat", "count": 1, "uuid": 236487964 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/GEMSS" }, "_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/GEMSS.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_cranurl": false, "_releases": [ { "version": "0.1.1", "date": "2026-05-27" } ], "_exports": [ "compute_kernel", "gemss_remove", "gemss_select", "gp_predict" ], "_help": [ { "page": "compute_kernel", "title": "Compute the Correlation Matrix for Specified Kernels", "topics": [ "compute_kernel" ] }, { "page": "gemss_remove", "title": "Redundant Data Removal via GEMSS", "topics": [ "gemss_remove" ] }, { "page": "gemss_select", "title": "Subdata Selection via GEMSS", "topics": [ "gemss_select" ] }, { "page": "gp_predict", "title": "Gaussian Process Prediction", "topics": [ "gp_predict" ] } ], "_readme": "https://github.com/cran/GEMSS/raw/HEAD/README.md", "_rundeps": [ "DiceDesign", "hetGP", "MASS", "mco", "quadprog", "Rcpp", "RcppArmadillo", "twinning" ], "_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": 1.6989700043360187, "_indexed": false, "_nocasepkg": "gemss", "_universes": [ "cran", "szhua-stat" ], "_indexurl": "https://szhua-stat.r-universe.dev/GEMSS", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.1", "date": "2026-05-27T14:35:02.000Z", "distro": "noble", "arch": "aarch64", "commit": "483cb60f12f59a7cc9db7a4635aa25c8066bc784", "fileid": "06db3ec58d677106205931c44a933734fccdc3bccaf03dee206260b39d7af652", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26517617226" }, { "r": "4.7.0", "os": "linux", "version": "0.1.1", "date": "2026-05-27T14:35:06.000Z", "distro": "noble", "arch": "x86_64", "commit": "483cb60f12f59a7cc9db7a4635aa25c8066bc784", "fileid": "d86db9a8e97dcd6c7b29066633a94e7a4e7594f0237f2a6435ca1aa404754c8a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26517617226" }, { "r": "4.6.0", "os": "linux", "version": "0.1.1", "date": "2026-05-27T14:35:16.000Z", "distro": "noble", "arch": "aarch64", "commit": "483cb60f12f59a7cc9db7a4635aa25c8066bc784", "fileid": "dc09c5918f74e5b7db69e19a538f1d1964cf6d4b36cbfcf8032cdd289e8d1aeb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26517617226" }, { "r": "4.6.0", "os": "linux", "version": "0.1.1", "date": "2026-05-27T14:35:04.000Z", "distro": "noble", "arch": "x86_64", "commit": "483cb60f12f59a7cc9db7a4635aa25c8066bc784", "fileid": "6494ddefa40bed2627c813de7f73e9b6cae1a44fa08696027a20878f72616780", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26517617226" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.1", "date": "2026-05-27T14:35:08.000Z", "arch": "emscripten", "commit": "483cb60f12f59a7cc9db7a4635aa25c8066bc784", "fileid": "5e4aac74910eeff8ae1f3508fe6aac716528ef72357b2f3d156d901596592ab9", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/26517617226" } ] }