{ "_id": "6accaadba14063b82c3a7a1e", "Package": "gptoolsStan", "Title": "Gaussian Processes on Graphs and Lattices in 'Stan'", "Version": "1.0.0", "Authors@R": "c(\nperson(\"Till\", \"Hoffmann\", , \"thoffmann@hsph.harvard.edu\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0003-4403-0722\")),\nperson(\"Jukka-Pekka\", \"Onnela\", , \"onnela@hsph.harvard.edu\", role = c(\"ctb\"),\ncomment = c(ORCID = \"0000-0001-6613-8668\")))", "Description": "Gaussian processes are flexible distributions to model\nfunctional data. Whilst theoretically appealing, they are\ncomputationally cumbersome except for small datasets. This\npackage implements two methods for scaling Gaussian process\ninference in 'Stan'. First, a sparse approximation of the\nlikelihood that is generally applicable and, second, an exact\nmethod for regularly spaced data modeled by stationary kernels\nusing fast Fourier methods. Utility functions are provided to\ncompile and fit 'Stan' models using the 'cmdstanr' interface.\nReferences: Hoffmann and Onnela (2025)\n.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "Language": "en-US", "RoxygenNote": "7.3.2", "Additional_repositories": "https://stan-dev.r-universe.dev", "VignetteBuilder": "knitr", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-12 09:36:16 UTC", "User": "root" }, "Author": "Till Hoffmann [aut, cre]\n(), Jukka-Pekka Onnela\n[ctb] ()", "Maintainer": "Till Hoffmann ", "Repository": "https://tillahoffmann.r-universe.dev", "Date/Publication": "2025-03-17 19:20:02 UTC", "RemoteUrl": "https://github.com/cran/gptoolsStan", "RemoteRef": "HEAD", "RemoteSha": "c17a0a839568bfda2d46f255f5cd38656ed36780", "_user": "tillahoffmann", "_type": "src", "_file": "gptoolsStan_1.0.0.tar.gz", "_fileid": "https://r2.ropensci.org/233540265229dd1954863b99feccf41fe01d6f1bc04a025bf4ca9b3b63a63988", "_filesize": 95080, "_sha256": "233540265229dd1954863b99feccf41fe01d6f1bc04a025bf4ca9b3b63a63988", "_expires": "2027-01-20T09:39:37.000Z", "_created": "2026-10-12T09:36:16.000Z", "_published": "2026-10-12T09:39:39.787Z", "_buildurl": "https://github.com/r-universe/tillahoffmann/actions/runs/38230664112", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 114750154877, "time": 114, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11739025927" }, { "job": 114750154757, "time": 118, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11738541663" }, { "job": 114750154758, "time": 125, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11738079423" }, { "job": 114750154818, "time": 151, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11739105705" }, { "job": 114749138148, "time": 169, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11738188831" }, { "job": 114750154615, "time": 101, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11738751383" }, { "job": 114750154720, "time": 76, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11738721359" }, { "job": 114750154639, "time": 63, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11738416711" }, { "job": 114750154655, "time": 61, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11738851200" } ], "_upstream": "https://github.com/cran/gptoolsStan", "_commit": { "id": "c17a0a839568bfda2d46f255f5cd38656ed36780", "author": "Till Hoffmann ", "committer": "cran-robot ", "message": "version 1.0.0\n", "time": 1742239202 }, "_maintainer": { "name": "Till Hoffmann", "email": "thoffmann@hsph.harvard.edu", "login": "tillahoffmann", "linkedin": "in/tillahoffmann", "twitter": "@tillahoffmann", "description": "Advancing scalable inference\n@HarvardChanSchool. Formerly @spotify, @imperial.", "uuid": 966348, "orcid": "0000-0003-4403-0722" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "cmdstanr", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "tillahoffmann", "count": 3, "uuid": 966348 } ], "_userbio": { "uuid": 966348, "type": "user", "name": "Till Hoffmann", "followers": 122, "description": "Advancing scalable inference\r\n@harvardchanschool. Formerly @spotify, @imperial." }, "_downloads": { "count": 363, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/gptoolsStan" }, "_searchresults": 12, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/gptoolsStan.html", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "LICENSE" ], "_realowner": "tillahoffmann", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2023-12-19" }, { "version": "0.2.0", "date": "2024-12-12" }, { "version": "1.0.0", "date": "2025-03-17" } ], "_exports": [ "gptools_include_path" ], "_help": [ { "page": "gptools_include_path", "title": "Get the 'gptoolsStan' include path for compiling 'Stan' programs.", "topics": [ "gptools_include_path" ] } ], "_readme": "https://github.com/cran/gptoolsStan/raw/HEAD/README.md", "_rundeps": [], "_vignettes": [ { "source": "getting_started.Rmd", "filename": "getting_started.html", "title": "Getting Started with gptools in R", "engine": "knitr::rmarkdown", "headings": [], "created": "2023-12-20 02:28:12", "modified": "2024-12-12 06:30:08", "commits": 2 } ], "_score": 2.778151250383644, "_indexed": true, "_nocasepkg": "gptoolsstan", "_universes": [ "tillahoffmann" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.0", "date": "2026-10-12T09:38:18.000Z", "distro": "resolute", "commit": "c17a0a839568bfda2d46f255f5cd38656ed36780", "fileid": "https://r2.ropensci.org/8ddd29c69ab53fbd5e18c9416ade1e18ed8a9de9945c18ef73d1349175f77a43", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tillahoffmann/actions/runs/38230664112" }, { "r": "4.6.1", "os": "linux", "version": "1.0.0", "date": "2026-10-12T09:38:23.000Z", "distro": "resolute", "commit": "c17a0a839568bfda2d46f255f5cd38656ed36780", "fileid": "https://r2.ropensci.org/fa341077922733b965a45705f1d84f769ba09d7bfda6307e02789a9c77379876", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tillahoffmann/actions/runs/38230664112" }, { "r": "4.5.3", "os": "mac", "version": "1.0.0", "date": "2026-10-12T09:38:19.000Z", "commit": "c17a0a839568bfda2d46f255f5cd38656ed36780", "fileid": "https://r2.ropensci.org/cc55f813f19350e674da17239771db5dc79d6536c6249c2b56349c1d1d9d9852", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tillahoffmann/actions/runs/38230664112" }, { "r": "4.6.1", "os": "mac", "version": "1.0.0", "date": "2026-10-12T09:38:44.000Z", "commit": "c17a0a839568bfda2d46f255f5cd38656ed36780", "fileid": "https://r2.ropensci.org/194bdf47cc4ef8bdb14bde989ef664b73df83c90b02f95c4aa22233dbe3407e4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tillahoffmann/actions/runs/38230664112" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.0", "date": "2026-10-12T09:38:18.000Z", "commit": "c17a0a839568bfda2d46f255f5cd38656ed36780", "fileid": "https://r2.ropensci.org/f5776445e9f231470c2340f1e6de7cf58d31079aa166c36de3ffd6d525c47cbf", "status": "success", "buildurl": "https://github.com/r-universe/tillahoffmann/actions/runs/38230664112" }, { "r": "4.7.0", "os": "win", "version": "1.0.0", "date": "2026-10-12T09:37:34.000Z", "commit": "c17a0a839568bfda2d46f255f5cd38656ed36780", "fileid": "https://r2.ropensci.org/a911a7528f056a1a1185ca8337511c9bda035c2bcb0f5d9a14266ca079cdb941", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tillahoffmann/actions/runs/38230664112" }, { "r": "4.5.3", "os": "win", "version": "1.0.0", "date": "2026-10-12T09:37:25.000Z", "commit": "c17a0a839568bfda2d46f255f5cd38656ed36780", "fileid": "https://r2.ropensci.org/fd102fe9f7633a011f9d3c4b75ce9e8199ec950128b405ce932a36c858616c56", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tillahoffmann/actions/runs/38230664112" }, { "r": "4.6.1", "os": "win", "version": "1.0.0", "date": "2026-10-12T09:37:24.000Z", "commit": "c17a0a839568bfda2d46f255f5cd38656ed36780", "fileid": "https://r2.ropensci.org/295b5011c8f53755db112be38d74b41ad9aed57d5a56033b89476f10073a0c7d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tillahoffmann/actions/runs/38230664112" } ] }