{
"_id": "6a103a9eacfb0bcc41c9b410",
"Package": "curves",
"Type": "Package",
"Title": "Model-Agnostic Response Curves for Fitted Models",
"Version": "0.4.0",
"Authors@R": "c(\nperson(\n\"Roozbeh\", \"Valavi\",\nemail = \"valavi.r@gmail.com\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0003-2495-5277\")\n)\n)",
"Description": "Create model-agnostic response-curve diagnostics for\nfitted prediction models. Supports profile curves, partial\ndependence, individual conditional expectation, and accumulated\nlocal effects; univariate curves, bivariate surfaces, ensemble\nsummaries across multiple models, ALE-based interaction\nranking, and optional raster-linked exploration with 'terra'\nand 'shiny'. Static displays are returned as 'ggplot2' plots.\nFor more details on the methods see Molnar (2025)\n.",
"URL": "https://github.com/rvalavi/curves",
"BugReports": "https://github.com/rvalavi/curves/issues",
"Maintainer": "Roozbeh Valavi ",
"License": "GPL-3",
"Encoding": "UTF-8",
"VignetteBuilder": "knitr",
"Config/testthat/edition": "3",
"RoxygenNote": "7.3.3",
"NeedsCompilation": "no",
"Packaged": {
"Date": "2026-05-11 22:10:54 UTC",
"User": "root"
},
"Author": "Roozbeh Valavi [aut, cre] (ORCID:\n)",
"Repository": "https://cran.r-universe.dev",
"Date/Publication": "2026-05-11 21:45:48 UTC",
"RemoteUrl": "https://github.com/cran/curves",
"RemoteRef": "HEAD",
"RemoteSha": "ba9ebcc837ad2e2fb42f0946f8b0cf5ba350fe79",
"MD5sum": "f60fdfd7e833cc90b932b0c44eb0e84d",
"_user": "cran",
"_type": "src",
"_file": "curves_0.4.0.tar.gz",
"_fileid": "e586a40f7d28ac4673be5e49064fe6006f6103cea9ef5820df24eed09b144462",
"_filesize": 5219854,
"_sha256": "e586a40f7d28ac4673be5e49064fe6006f6103cea9ef5820df24eed09b144462",
"_created": "2026-05-11T22:10:54.000Z",
"_published": "2026-05-22T11:14:38.321Z",
"_distro": "noble",
"_jobs": [
{
"job": 77368442957,
"time": 178,
"config": "linux-devel-x86_64",
"r": "4.7.0",
"check": "OK",
"artifact": "6931109306"
},
{
"job": 77368443359,
"time": 156,
"config": "linux-release-x86_64",
"r": "4.6.0",
"check": "OK",
"artifact": "6931105357"
},
{
"job": 77368442838,
"time": 235,
"config": "source",
"r": "4.6.0",
"check": "OK",
"artifact": "6931060496"
},
{
"job": 77368442628,
"time": 127,
"config": "wasm-release",
"r": "4.6.0",
"check": "OK",
"artifact": "7159152774"
}
],
"_buildurl": "https://github.com/r-universe/cran/actions/runs/25700137021",
"_status": "success",
"_host": "GitHub-Actions",
"_upstream": "https://github.com/cran/curves",
"_commit": {
"id": "ba9ebcc837ad2e2fb42f0946f8b0cf5ba350fe79",
"author": "Roozbeh Valavi ",
"committer": "cran-robot ",
"message": "version 0.4.0\n",
"time": 1778535948
},
"_maintainer": {
"name": "Roozbeh Valavi",
"email": "valavi.r@gmail.com",
"login": "rvalavi",
"bluesky": "@rvalavi.bsky.social",
"twitter": "@ValaviRoozbeh",
"uuid": 30306220,
"orcid": "0000-0003-2495-5277"
},
"_registered": true,
"_dependencies": [
{
"package": "R",
"version": ">= 3.5.0",
"role": "Depends"
},
{
"package": "cowplot",
"role": "Imports"
},
{
"package": "ggplot2",
"version": ">= 3.3.6",
"role": "Imports"
},
{
"package": "disdat",
"role": "Suggests"
},
{
"package": "knitr",
"role": "Suggests"
},
{
"package": "mgcv",
"role": "Suggests"
},
{
"package": "plotly",
"role": "Suggests"
},
{
"package": "randomForest",
"role": "Suggests"
},
{
"package": "rmarkdown",
"role": "Suggests"
},
{
"package": "shiny",
"role": "Suggests"
},
{
"package": "terra",
"version": ">= 1.6-41",
"role": "Suggests"
},
{
"package": "testthat",
"version": ">= 3.0.0",
"role": "Suggests"
}
],
"_owner": "cran",
"_selfowned": false,
"_usedby": 0,
"_updates": [
{
"week": "2026-20",
"n": 1
}
],
"_tags": [
{
"name": "0.4.0",
"date": "2026-05-11"
}
],
"_stars": 0,
"_contributors": [
{
"user": "rvalavi",
"count": 1,
"uuid": 30306220
}
],
"_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/curves"
},
"_devurl": "https://github.com/rvalavi/curves",
"_searchresults": 0,
"_rbuild": "4.6.0",
"_assets": [
"extra/citation.cff",
"extra/citation.html",
"extra/citation.json",
"extra/citation.txt",
"extra/contents.json",
"extra/curves.html",
"extra/NEWS.html",
"extra/NEWS.txt",
"extra/readme.html",
"extra/readme.md",
"manual.pdf"
],
"_cranurl": false,
"_releases": [
{
"version": "0.4.0",
"date": "2026-05-11"
}
],
"_exports": [
"bivariate",
"interactions",
"mapcurve",
"multimodel",
"univariate"
],
"_help": [
{
"page": "bivariate",
"title": "Bivariate model-agnostic response surfaces",
"topics": [
"bivariate"
]
},
{
"page": "interactions",
"title": "Rank pairwise interactions using second-order ALE",
"topics": [
"interactions"
]
},
{
"page": "mapcurve",
"title": "Interactive map-linked response curve explorer",
"topics": [
"mapcurve"
]
},
{
"page": "multimodel",
"title": "Aggregated response curves across fitted models",
"topics": [
"multimodel"
]
},
{
"page": "univariate",
"title": "Univariate model-agnostic response curves",
"topics": [
"univariate"
]
}
],
"_pkglogo": "https://github.com/cran/curves/raw/HEAD/man/figures/logo.png",
"_readme": "https://github.com/cran/curves/raw/HEAD/README.md",
"_rundeps": [
"cli",
"cowplot",
"cpp11",
"farver",
"ggplot2",
"glue",
"gtable",
"isoband",
"labeling",
"lifecycle",
"R6",
"RColorBrewer",
"rlang",
"S7",
"scales",
"vctrs",
"viridisLite",
"withr"
],
"_vignettes": [
{
"source": "random-forest-species-distribution.Rmd",
"filename": "random-forest-species-distribution.html",
"title": "Species Distribution Response Curves",
"engine": "knitr::rmarkdown",
"headings": [
"Prepare the training data",
"Fit a down-sampled random forest",
"Plot univariate and bivariate response curves",
"Ensemble response curves"
],
"created": "2026-05-11 21:45:48",
"modified": "2026-05-11 21:45:48",
"commits": 1
}
],
"_score": 2.6989700043360187,
"_indexed": true,
"_nocasepkg": "curves",
"_universes": [
"cran",
"rvalavi"
],
"_binaries": [
{
"r": "4.7.0",
"os": "linux",
"version": "0.4.0",
"date": "2026-05-11T22:13:29.000Z",
"distro": "noble",
"commit": "ba9ebcc837ad2e2fb42f0946f8b0cf5ba350fe79",
"fileid": "25415bb7eb24b041d7cdddbd43aefa22be6160a330fd96bb85ca7c2f4882f2d7",
"status": "success",
"check": "OK",
"buildurl": "https://github.com/r-universe/cran/actions/runs/25700137021"
},
{
"r": "4.6.0",
"os": "linux",
"version": "0.4.0",
"date": "2026-05-11T22:13:14.000Z",
"distro": "noble",
"commit": "ba9ebcc837ad2e2fb42f0946f8b0cf5ba350fe79",
"fileid": "518ff852c3b090478ea01dec8ea8997c38ee6fc19e3a56ef185a7437cbc57637",
"status": "success",
"check": "OK",
"buildurl": "https://github.com/r-universe/cran/actions/runs/25700137021"
},
{
"r": "4.6.0",
"os": "wasm",
"version": "0.4.0",
"date": "2026-05-22T11:14:22.000Z",
"commit": "ba9ebcc837ad2e2fb42f0946f8b0cf5ba350fe79",
"fileid": "09be6a7b2edffea1689b786f49fb261f3570d1912706924f0c46a7aca8d7f2cb",
"status": "success",
"buildurl": "https://github.com/r-universe/cran/actions/runs/25700137021"
}
]
}