{ "_id": "6a5b39d69baadeef8ab4ccae", "Package": "CGGP", "Type": "Package", "Title": "Composite Grid Gaussian Processes", "Version": "1.0.4.9000", "Authors@R": "c(\nperson(\"Collin\", \"Erickson\", email = \"collinberickson@gmail.com\", role = c(\"aut\", \"cre\")), # Creator is who gets bothered with issues\nperson(\"Matthew\", \"Plumlee\", role = c(\"aut\"))\n) # Maintainer: Who to complain to ", "Description": "Run computer experiments using the adaptive composite grid\nalgorithm with a Gaussian process model. The algorithm works\nbest when running an experiment that can evaluate thousands of\npoints from a deterministic computer simulation. This package\nis an implementation of a forthcoming paper by Plumlee,\nErickson, Ankenman, et al. For a preprint of the paper, contact\nthe maintainer of this package.", "License": "GPL-3", "URL": "https://github.com/CollinErickson/CGGP", "BugReports": "https://github.com/CollinErickson/CGGP/issues", "Encoding": "UTF-8", "RoxygenNote": "7.2.3", "VignetteBuilder": "knitr", "Repository": "https://collinerickson.r-universe.dev", "Date/Publication": "2024-01-25 03:20:37 UTC", "RemoteUrl": "https://github.com/collinerickson/cggp", "RemoteRef": "HEAD", "RemoteSha": "51db6eba825cd001ab8a24e7547a17e493fde6e8", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-07-18 08:25:35 UTC", "User": "root" }, "Author": "Collin Erickson [aut, cre],\nMatthew Plumlee [aut]", "Maintainer": "Collin Erickson ", "_user": "collinerickson", "_type": "src", "_file": "CGGP_1.0.4.9000.tar.gz", "_fileid": "https://r2.ropensci.org/c0053be89d7004d0bf3bc8d5a297d255633f4215ab8e62e18eca3fb93e6b9565", "_filesize": 804361, "_sha256": "c0053be89d7004d0bf3bc8d5a297d255633f4215ab8e62e18eca3fb93e6b9565", "_expires": "2026-10-26T08:31:16.000Z", "_created": "2026-07-18T08:25:35.000Z", "_published": "2026-07-18T08:31:18.402Z", "_jobs": [ { "job": 88062133993, "time": 246, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "8427570398" }, { "job": 88062133972, "time": 209, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8427565451" }, { "job": 88062133966, "time": 226, "config": "linux-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8427568102" }, { "job": 88062133985, "time": 217, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8427566440" }, { "job": 88062133970, "time": 180, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8427561521" }, { "job": 88062133976, "time": 248, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "8427570516" }, { "job": 88062133975, "time": 135, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8427555496" }, { "job": 88062133967, "time": 236, "config": "macos-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8427568746" }, { "job": 88061865569, "time": 224, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8427537310" }, { "job": 88062133956, "time": 122, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8427553856" }, { "job": 88062133960, "time": 253, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8427571018" }, { "job": 88062133959, "time": 240, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8427569340" }, { "job": 88062133962, "time": 292, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8427576330" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/collinerickson/actions/runs/29637330653", "_status": "success", "_upstream": "https://github.com/collinerickson/cggp", "_commit": { "id": "51db6eba825cd001ab8a24e7547a17e493fde6e8", "author": "Collin Erickson ", "committer": "Collin Erickson ", "message": "Post release update\n", "time": 1706152837 }, "_maintainer": { "name": "Collin Erickson", "email": "collinberickson@gmail.com", "login": "collinerickson", "description": "", "uuid": 2402685 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "Rcpp", "version": ">= 0.12.18", "role": "Imports" }, { "package": "testthat", "role": "Suggests" }, { "package": "covr", "role": "Suggests" }, { "package": "ggplot2", "role": "Suggests" }, { "package": "reshape2", "role": "Suggests" }, { "package": "plyr", "role": "Suggests" }, { "package": "MASS", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" } ], "_owner": "collinerickson", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 2, "_contributors": [ { "user": "collinerickson", "count": 655, "uuid": 2402685 }, { "user": "mattplumlee", "count": 83, "uuid": 44731411 } ], "_userbio": { "uuid": 2402685, "type": "user", "name": "Collin Erickson", "followers": 15 }, "_downloads": { "count": 302, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/CGGP" }, "_devurl": "https://github.com/collinerickson/cggp", "_searchresults": 17, "_topics": [ "cpp" ], "_rbuild": "4.6.1", "_assets": [ "extra/CGGP.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/collinerickson/cggp", "_realowner": "collinerickson", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2019-06-13" }, { "version": "1.0.1", "date": "2019-06-15" }, { "version": "1.0.2", "date": "2020-03-29" }, { "version": "1.0.3", "date": "2021-05-08" }, { "version": "1.0.4", "date": "2024-01-23" } ], "_exports": [ "CGGP_internal_calcMSE", "CGGP_internal_calcMSEde", "CGGP_internal_calcpw", "CGGP_internal_calcpwanddpw", "CGGP_internal_CorrMatCauchy", "CGGP_internal_CorrMatCauchySQ", "CGGP_internal_CorrMatCauchySQT", "CGGP_internal_CorrMatGaussian", "CGGP_internal_CorrMatMatern32", "CGGP_internal_CorrMatMatern52", "CGGP_internal_CorrMatPowerExp", "CGGP_internal_CorrMatWendland0", "CGGP_internal_CorrMatWendland1", "CGGP_internal_CorrMatWendland2", "CGGP_internal_gneglogpost", "CGGP_internal_MSEpredcalc", "CGGP_internal_neglogpost", "CGGP_internal_set_corr", "CGGPappend", "CGGPcreate", "CGGPfit", "CGGPplotblocks", "CGGPplotblockselection", "CGGPplotcorr", "CGGPplotheat", "CGGPplothist", "CGGPplotsamplesneglogpost", "CGGPplotslice", "CGGPplottheta", "CGGPplotvariogram", "CGGPpred", "CGGPvalplot", "CGGPvalstats", "rcpp_fastmatclcr", "rcpp_fastmatclcranddclcr", "rcpp_gkronDBS", "rcpp_kronDBS", "valplot", "valstats" ], "_help": [ { "page": "CGGP", "title": "CGGP: A package for running sparse grid computer experiments", "topics": [ "CGGP-package", "CGGP" ] }, { "page": "CGGP_internal_calcMSE", "title": "Calculate MSE over single dimension", "topics": [ "CGGP_internal_calcMSE" ] }, { "page": "CGGP_internal_calcMSEde", "title": "Calculate MSE over blocks", "topics": [ "CGGP_internal_calcMSEde" ] }, { "page": "CGGP_internal_calcpw", "title": "Calculate predictive weights for CGGP", "topics": [ "CGGP_internal_calcpw" ] }, { "page": "CGGP_internal_calcpwanddpw", "title": "Calculate derivative of pw", "topics": [ "CGGP_internal_calcpwanddpw" ] }, { "page": "CGGP_internal_CorrMatCauchy", "title": "Cauchy correlation function", "concept": [ "correlation functions" ], "topics": [ "CGGP_internal_CorrMatCauchy" ] }, { "page": "CGGP_internal_CorrMatCauchySQ", "title": "CauchySQ correlation function", "concept": [ "correlation functions" ], "topics": [ "CGGP_internal_CorrMatCauchySQ" ] }, { "page": "CGGP_internal_CorrMatCauchySQT", "title": "CauchySQT correlation function", "concept": [ "correlation functions" ], "topics": [ "CGGP_internal_CorrMatCauchySQT" ] }, { "page": "CGGP_internal_CorrMatGaussian", "title": "Gaussian correlation function", "concept": [ "correlation functions" ], "topics": [ "CGGP_internal_CorrMatGaussian" ] }, { "page": "CGGP_internal_CorrMatMatern32", "title": "Matern 3/2 correlation function", "concept": [ "correlation functions" ], "topics": [ "CGGP_internal_CorrMatMatern32" ] }, { "page": "CGGP_internal_CorrMatMatern52", "title": "Matern 5/2 correlation function", "concept": [ "correlation functions" ], "topics": [ "CGGP_internal_CorrMatMatern52" ] }, { "page": "CGGP_internal_CorrMatPowerExp", "title": "Power exponential correlation function", "concept": [ "correlation functions" ], "topics": [ "CGGP_internal_CorrMatPowerExp" ] }, { "page": "CGGP_internal_CorrMatWendland0", "title": "Wendland0 (Triangle) correlation function", "concept": [ "correlation functions" ], "topics": [ "CGGP_internal_CorrMatWendland0" ] }, { "page": "CGGP_internal_CorrMatWendland1", "title": "Wendland1 1 correlation function", "concept": [ "correlation functions" ], "topics": [ "CGGP_internal_CorrMatWendland1" ] }, { "page": "CGGP_internal_CorrMatWendland2", "title": "Wendland2 2 correlation function", "concept": [ "correlation functions" ], "topics": [ "CGGP_internal_CorrMatWendland2" ] }, { "page": "CGGP_internal_gneglogpost", "title": "Gradient of negative log likelihood posterior", "topics": [ "CGGP_internal_gneglogpost" ] }, { "page": "CGGP_internal_MSEpredcalc", "title": "Calculate MSE prediction along a single dimension", "topics": [ "CGGP_internal_MSEpredcalc" ] }, { "page": "CGGP_internal_neglogpost", "title": "Calculate negative log posterior", "topics": [ "CGGP_internal_neglogpost" ] }, { "page": "CGGP_internal_set_corr", "title": "Set correlation function of CGGP object", "topics": [ "CGGP_internal_set_corr" ] }, { "page": "CGGPappend", "title": "Add points to CGGP", "concept": [ "CGGP core functions" ], "topics": [ "CGGPappend" ] }, { "page": "CGGPcreate", "title": "Create sparse grid GP", "concept": [ "CGGP core functions" ], "topics": [ "CGGPcreate" ] }, { "page": "CGGPfit", "title": "Update CGGP model given data", "concept": [ "CGGP core functions" ], "topics": [ "CGGPfit" ] }, { "page": "CGGPplotblocks", "title": "CGGP block plot", "concept": [ "CGGP plot functions" ], "topics": [ "CGGPplotblocks" ] }, { "page": "CGGPplotblockselection", "title": "Plot CGGP block selection over time", "topics": [ "CGGPplotblockselection" ] }, { "page": "CGGPplotcorr", "title": "Plot correlation samples", "concept": [ "CGGP plot functions" ], "topics": [ "CGGPplotcorr" ] }, { "page": "CGGPplotheat", "title": "Heatmap of SG design depth", "concept": [ "CGGP plot functions" ], "topics": [ "CGGPplotheat" ] }, { "page": "CGGPplothist", "title": "Histogram of measurements at each design depth of each input dimension", "concept": [ "CGGP plot functions" ], "topics": [ "CGGPplothist" ] }, { "page": "CGGPplotsamplesneglogpost", "title": "Plot negative log posterior likelihood of samples", "concept": [ "CGGP plot functions" ], "topics": [ "CGGPplotsamplesneglogpost" ] }, { "page": "CGGPplotslice", "title": "CGGP slice plot", "concept": [ "CGGP plot functions" ], "topics": [ "CGGPplotslice" ] }, { "page": "CGGPplottheta", "title": "Plot theta samples", "concept": [ "CGGP plot functions" ], "topics": [ "CGGPplottheta" ] }, { "page": "CGGPplotvariogram", "title": "Plot something similar to a semivariogram", "concept": [ "CGGP plot functions" ], "topics": [ "CGGPplotvariogram" ] }, { "page": "CGGPvalplot", "title": "Plot validation prediction errors for CGGP object", "concept": [ "CGGP plot functions" ], "topics": [ "CGGPvalplot" ] }, { "page": "CGGPvalstats", "title": "Calculate stats for CGGP prediction on validation data", "topics": [ "CGGPvalstats" ] }, { "page": "plot.CGGP", "title": "S3 plot method for CGGP", "topics": [ "plot.CGGP" ] }, { "page": "CGGPpred", "title": "S3 predict method for CGGP", "concept": [ "CGGP core functions" ], "topics": [ "CGGPpred", "predict.CGGP" ] }, { "page": "print.CGGP", "title": "Print CGGP object", "topics": [ "print.CGGP" ] }, { "page": "rcpp_fastmatclcr", "title": "rcpp_fastmatclcr", "topics": [ "rcpp_fastmatclcr" ] }, { "page": "rcpp_fastmatclcranddclcr", "title": "rcpp_fastmatclcranddclcr", "topics": [ "rcpp_fastmatclcranddclcr" ] }, { "page": "rcpp_gkronDBS", "title": "rcpp_kronDBS", "topics": [ "rcpp_gkronDBS" ] }, { "page": "rcpp_kronDBS", "title": "rcpp_kronDBS", "topics": [ "rcpp_kronDBS" ] }, { "page": "valplot", "title": "Plot validation prediction errors", "topics": [ "valplot" ] }, { "page": "valstats", "title": "Calculate stats for prediction on validation data", "topics": [ "valstats" ] } ], "_readme": "https://github.com/collinerickson/cggp/raw/HEAD/README.md", "_rundeps": [ "Rcpp", "RcppArmadillo" ], "_sysdeps": [ { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_vignettes": [ { "source": "CGGP.Rmd", "filename": "CGGP.html", "title": "An Introduction to the CGGP Package", "author": "Collin Erickson", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "How to use CGGP", "Plotting CGGP objects" ], "created": "2019-05-19 02:57:42", "modified": "2019-06-10 16:11:14", "commits": 7 } ], "_score": 4.230448921378274, "_indexed": true, "_nocasepkg": "cggp", "_universes": [ "collinerickson" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.4.9000", "date": "2026-07-18T08:29:03.000Z", "distro": "resolute", "arch": "aarch64", "commit": "51db6eba825cd001ab8a24e7547a17e493fde6e8", "fileid": "https://r2.ropensci.org/b70652305212cd7cfff9d14d7ffa8590f37efad990d496e100950e241e06b7b2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/collinerickson/actions/runs/29637330653" }, { "r": "4.7.0", "os": "linux", "version": "1.0.4.9000", "date": "2026-07-18T08:28:01.000Z", "distro": "resolute", "arch": "x86_64", "commit": "51db6eba825cd001ab8a24e7547a17e493fde6e8", "fileid": "https://r2.ropensci.org/c26b596ef66d8d29eca997319d49167b5126b6d87a096ba7fe33c49c41c17d63", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/collinerickson/actions/runs/29637330653" }, { "r": "4.6.1", "os": "linux", "version": "1.0.4.9000", "date": "2026-07-18T08:28:41.000Z", "distro": "resolute", "arch": "aarch64", "commit": "51db6eba825cd001ab8a24e7547a17e493fde6e8", "fileid": "https://r2.ropensci.org/009ab32de6656d34e23e58ea1ebe9d37660297ca7a851e4f93d263a54f07136d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/collinerickson/actions/runs/29637330653" }, { "r": "4.6.1", "os": "linux", "version": "1.0.4.9000", "date": "2026-07-18T08:28:07.000Z", "distro": "resolute", "arch": "x86_64", "commit": "51db6eba825cd001ab8a24e7547a17e493fde6e8", "fileid": "https://r2.ropensci.org/f84dbf30ab34c2539e0cffd7bf314e78c98e10a8ddcda3d8274a1cb166019ac0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/collinerickson/actions/runs/29637330653" }, { "r": "4.5.3", "os": "mac", "version": "1.0.4.9000", "date": "2026-07-18T08:27:45.000Z", "arch": "aarch64", "commit": "51db6eba825cd001ab8a24e7547a17e493fde6e8", "fileid": "https://r2.ropensci.org/9dd96a7edc24ccd5df5b5920121f92928c89c4dadb5e072b79e5cd84e08d510b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/collinerickson/actions/runs/29637330653" }, { "r": "4.5.3", "os": "mac", "version": "1.0.4.9000", "date": "2026-07-18T08:28:13.000Z", "arch": "x86_64", "commit": "51db6eba825cd001ab8a24e7547a17e493fde6e8", "fileid": "https://r2.ropensci.org/b7f0957a5d629ea5367b421865af40fe4d2eea7f2a7bac35b827abafc3cd3f1c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/collinerickson/actions/runs/29637330653" }, { "r": "4.6.1", "os": "mac", "version": "1.0.4.9000", "date": "2026-07-18T08:27:18.000Z", "arch": "aarch64", "commit": "51db6eba825cd001ab8a24e7547a17e493fde6e8", "fileid": "https://r2.ropensci.org/59f1504d7f8b13ed72c2b78d20ef4660b87c6973e4bd455720bd9497becf56ec", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/collinerickson/actions/runs/29637330653" }, { "r": "4.6.1", "os": "mac", "version": "1.0.4.9000", "date": "2026-07-18T08:28:01.000Z", "arch": "x86_64", "commit": "51db6eba825cd001ab8a24e7547a17e493fde6e8", "fileid": "https://r2.ropensci.org/68bb508660d93ae87daa384e585cf7a1372909350ac2d20fa9bbdc3669bfe96b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/collinerickson/actions/runs/29637330653" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.4.9000", "date": "2026-07-18T08:27:55.000Z", "arch": "emscripten", "commit": "51db6eba825cd001ab8a24e7547a17e493fde6e8", "fileid": "https://r2.ropensci.org/edf54512e5189a21a1421e57630261a60a7c644893174d004e90e05c4ceea058", "status": "success", "buildurl": "https://github.com/r-universe/collinerickson/actions/runs/29637330653" }, { "r": "4.7.0", "os": "win", "version": "1.0.4.9000", "date": "2026-07-18T08:27:13.000Z", "arch": "x86_64", "commit": "51db6eba825cd001ab8a24e7547a17e493fde6e8", "fileid": "https://r2.ropensci.org/26ce3fdf8b9fb7955a1f334b933833251648d6d28e02ff93b57ba64f6855564b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/collinerickson/actions/runs/29637330653" }, { "r": "4.5.3", "os": "win", "version": "1.0.4.9000", "date": "2026-07-18T08:26:57.000Z", "arch": "x86_64", "commit": "51db6eba825cd001ab8a24e7547a17e493fde6e8", "fileid": "https://r2.ropensci.org/fc7d341901fd796f0d7462772dd46433e095ecd5c8f8ccb9d0599e0ea9822ae4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/collinerickson/actions/runs/29637330653" }, { "r": "4.6.1", "os": "win", "version": "1.0.4.9000", "date": "2026-07-18T08:27:44.000Z", "arch": "x86_64", "commit": "51db6eba825cd001ab8a24e7547a17e493fde6e8", "fileid": "https://r2.ropensci.org/0a62ab49f2db38d7424b3eb2f573adeceb1e7935e1a7cda23fb1902088b94150", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/collinerickson/actions/runs/29637330653" } ] }