{ "_id": "6a3a52f46265ec60d620f399", "Package": "kumquat", "Title": "A Smaller Version of LIME", "Version": "1.1.0", "Authors@R": "person(\"Janith\", \"Wanniarachchi\", , \"janithcwanni@gmail.com\", role = c(\"aut\", \"cre\", \"cph\"))", "Description": "The existing implementation of 'lime' can be quite\nlimiting in understanding the underlying components that make\nLocal Local interpretable model-agnostic explanations (LIME)\nwork. 'kumquat' is a simpler implementation of 'lime' that is\neasier to understand and is more transparent on the pieces that\ncome together to make LIME work. For more details on LIME, see\nRibeiro, Singh, and Guestrin (2016)\n.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "Config/testthat/edition": "3", "LazyData": "true", "VignetteBuilder": "knitr", "URL": "https://janithwanni.github.io/kumquat/,\nhttps://github.com/janithwanni/kumquat", "Config/roxygen2/version": "8.0.0", "BugReports": "https://github.com/janithwanni/kumquat/issues", "Config/pak/sysreqs": "libicu-dev", "Repository": "https://janithwanni.r-universe.dev", "Date/Publication": "2026-06-19 02:25:12 UTC", "RemoteUrl": "https://github.com/janithwanni/kumquat", "RemoteRef": "HEAD", "RemoteSha": "004efddb23596beadb65a85a85edf6b9ac5c2f02", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-23 09:29:00 UTC", "User": "root" }, "Author": "Janith Wanniarachchi [aut, cre, cph]", "Maintainer": "Janith Wanniarachchi ", "MD5sum": "47d95459cbc8ecacdbaffd9a0f573011", "_user": "janithwanni", "_type": "src", "_file": "kumquat_1.1.0.tar.gz", "_fileid": "7e454a57d1da268fc714d766adcc96f3b529cff8d14ce2408ae75f7e9f1c1956", "_filesize": 2260032, "_sha256": "7e454a57d1da268fc714d766adcc96f3b529cff8d14ce2408ae75f7e9f1c1956", "_created": "2026-06-23T09:29:00.000Z", "_published": "2026-06-23T09:33:40.684Z", "_distro": "noble", "_jobs": [ { "job": 82921732216, "time": 162, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7816881568" }, { "job": 82921732237, "time": 173, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7816886749" }, { "job": 82921732191, "time": 247, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7816899333" }, { "job": 82921732221, "time": 207, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7816882319" }, { "job": 82921134409, "time": 185, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7816814587" }, { "job": 82921732238, "time": 134, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7816870844" }, { "job": 82921732244, "time": 102, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7816857755" }, { "job": 82921732261, "time": 118, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7816864780" }, { "job": 82921732367, "time": 119, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7816865175" } ], "_buildurl": "https://github.com/r-universe/janithwanni/actions/runs/28016215044", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/janithwanni/kumquat", "_commit": { "id": "004efddb23596beadb65a85a85edf6b9ac5c2f02", "author": "janithwanni ", "committer": "janithwanni ", "message": "address CRAN changes\n", "time": 1781835912 }, "_maintainer": { "name": "Janith Wanniarachchi", "email": "janithcwanni@gmail.com", "login": "janithwanni", "bluesky": "@janithwanni.bsky.social", "description": "", "uuid": 8599256 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "bundle", "role": "Imports" }, { "package": "dplyr", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "glmnet", "role": "Imports" }, { "package": "glue", "role": "Imports" }, { "package": "logger", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "tidyr", "role": "Imports" }, { "package": "colorspace", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "patchwork", "role": "Suggests" }, { "package": "randomForest", "role": "Suggests" }, { "package": "RColorBrewer", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "tidyverse", "role": "Suggests" } ], "_owner": "janithwanni", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-45", "n": 1 }, { "week": "2025-49", "n": 3 }, { "week": "2025-50", "n": 2 }, { "week": "2026-08", "n": 1 }, { "week": "2026-17", "n": 2 }, { "week": "2026-18", "n": 7 }, { "week": "2026-19", "n": 2 }, { "week": "2026-22", "n": 5 }, { "week": "2026-23", "n": 11 }, { "week": "2026-25", "n": 4 } ], "_tags": [ { "name": "v0.0.1", "date": "2025-12-02" } ], "_stars": 0, "_contributors": [ { "user": "janithwanni", "count": 33, "uuid": 8599256 }, { "user": "dicook", "count": 4, "uuid": 253191 }, { "user": "thiyangt", "count": 1, "uuid": 26638361 } ], "_userbio": { "uuid": 8599256, "type": "user", "name": "Janith Wanniarachchi", "followers": 27 }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/kumquat" }, "_devurl": "https://github.com/janithwanni/kumquat", "_pkgdown": "https://janithwanni.github.io/kumquat/", "_searchresults": 2, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/kumquat.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "LICENSE", "manual.pdf" ], "_homeurl": "https://github.com/janithwanni/kumquat", "_realowner": "janithwanni", "_cranurl": true, "_releases": [ { "version": "1.1.0", "date": "2026-06-22" } ], "_exports": [ "fit_local_model", "generate_perturbations", "kumquat", "pinch_importance", "plot_interest" ], "_datasets": [ { "name": "d_multi", "title": "Complex Boundary Example Dataset", "object": "d_multi", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "x", "y", "class" ], "rows": 5000, "table": true, "tojson": true }, { "name": "d_multitwo", "title": "Combined Boundary Example Dataset", "object": "d_multitwo", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "x", "y", "class" ], "rows": 5000, "table": true, "tojson": true }, { "name": "d_oblique", "title": "Oblique Boundary Example Dataset", "object": "d_oblique", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "x", "y", "class" ], "rows": 5000, "table": true, "tojson": true }, { "name": "d_vertical", "title": "Vertical Boundary Example Dataset", "object": "d_vertical", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "x", "y", "class" ], "rows": 5000, "table": true, "tojson": true } ], "_help": [ { "page": "d_multi", "title": "Complex Boundary Example Dataset", "topics": [ "d_multi" ] }, { "page": "d_multitwo", "title": "Combined Boundary Example Dataset", "topics": [ "d_multitwo" ] }, { "page": "d_oblique", "title": "Oblique Boundary Example Dataset", "topics": [ "d_oblique" ] }, { "page": "d_vertical", "title": "Vertical Boundary Example Dataset", "topics": [ "d_vertical" ] }, { "page": "fit_local_model", "title": "Fit Local Linear Model and Compute Feature Importance", "topics": [ "fit_local_model" ] }, { "page": "generate_perturbations", "title": "Generate Perturbations Around a Point of Interest", "topics": [ "generate_perturbations" ] }, { "page": "kumquat", "title": "Complete Local Interpretation Pipeline", "topics": [ "kumquat" ] }, { "page": "pinch_importance", "title": "Extract and Combine Feature Importances from Kumquat Objects", "topics": [ "pinch_importance" ] }, { "page": "plot_interest", "title": "Plot point of interest with perturbations and predictions", "topics": [ "plot_interest" ] } ], "_readme": "https://github.com/janithwanni/kumquat/raw/HEAD/README.md", "_rundeps": [ "bundle", "cli", "codetools", "cpp11", "dplyr", "farver", "foreach", "generics", "ggplot2", "glmnet", "glue", "gtable", "isoband", "iterators", "labeling", "lattice", "lifecycle", "logger", "magrittr", "Matrix", "pillar", "pkgconfig", "purrr", "R6", "RColorBrewer", "Rcpp", "RcppEigen", "rlang", "S7", "scales", "shape", "stringi", "stringr", "survival", "tibble", "tidyr", "tidyselect", "utf8", "vctrs", "viridisLite", "withr" ], "_vignettes": [ { "source": "data-examples.Rmd", "filename": "data-examples.html", "title": "Simple unit tests with in built-in datasets", "engine": "knitr::rmarkdown", "headings": [ "Testing kumquat with the given datasets", "Models", "Visualizing kumquat with the given datasets" ], "created": "2026-04-28 00:02:17", "modified": "2026-06-19 02:25:03", "commits": 7 } ], "_score": 5, "_indexed": true, "_nocasepkg": "kumquat", "_universes": [ "janithwanni" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.1.0", "date": "2026-06-23T09:31:13.000Z", "distro": "noble", "commit": "004efddb23596beadb65a85a85edf6b9ac5c2f02", "fileid": "0f285592cb34cc8413b02db6458c5d770fdb469ec917097fb08501dc4b494dd9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/janithwanni/actions/runs/28016215044" }, { "r": "4.6.0", "os": "linux", "version": "1.1.0", "date": "2026-06-23T09:31:25.000Z", "distro": "noble", "commit": "004efddb23596beadb65a85a85edf6b9ac5c2f02", "fileid": "dd2c31d08b46f0027a36aec4bb1e8af1af294954f8910e5b167832c47bccb52a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/janithwanni/actions/runs/28016215044" }, { "r": "4.5.3", "os": "mac", "version": "1.1.0", "date": "2026-06-23T09:32:02.000Z", "commit": "004efddb23596beadb65a85a85edf6b9ac5c2f02", "fileid": "b9ed621a863e656b0250d5dafd339225b0d1fcbb08dc3cec27b779e71569c748", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/janithwanni/actions/runs/28016215044" }, { "r": "4.6.0", "os": "mac", "version": "1.1.0", "date": "2026-06-23T09:31:10.000Z", "commit": "004efddb23596beadb65a85a85edf6b9ac5c2f02", "fileid": "a8cdba08f043f17c31fdd4eeb36c913186bd8bcffdbf368b12053e3844520c82", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/janithwanni/actions/runs/28016215044" }, { "r": "4.6.0", "os": "wasm", "version": "1.1.0", "date": "2026-06-23T09:31:27.000Z", "commit": "004efddb23596beadb65a85a85edf6b9ac5c2f02", "fileid": "140f4ff1d3b34796a6cece8a449e23f207c2b7505e9ea4e53c91435eb2f47030", "status": "success", "buildurl": "https://github.com/r-universe/janithwanni/actions/runs/28016215044" }, { "r": "4.7.0", "os": "win", "version": "1.1.0", "date": "2026-06-23T09:30:20.000Z", "commit": "004efddb23596beadb65a85a85edf6b9ac5c2f02", "fileid": "28cf78f9b1f34541ccebcf786e68badf63051e183b6abd52828221f50b55bad0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/janithwanni/actions/runs/28016215044" }, { "r": "4.5.3", "os": "win", "version": "1.1.0", "date": "2026-06-23T09:30:16.000Z", "commit": "004efddb23596beadb65a85a85edf6b9ac5c2f02", "fileid": "4a6f02611c4dc143c1632e18dadb95df3558fe0fa628cacc0c2d66c54cd2907b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/janithwanni/actions/runs/28016215044" }, { "r": "4.6.0", "os": "win", "version": "1.1.0", "date": "2026-06-23T09:30:21.000Z", "commit": "004efddb23596beadb65a85a85edf6b9ac5c2f02", "fileid": "32fca8327add26f108cf29c85c2e29faeec330c2e15c41fcb8cb4f6f740dec8d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/janithwanni/actions/runs/28016215044" } ] }