{ "_id": "6a2282accd65a98ecbd522b2", "Package": "knnmi", "Title": "k-Nearest Neighbor Mutual Information Estimator", "Version": "1.0", "Authors@R": "c(\nperson(\"Brian\", \"Gregor\", email=\"bgregor@bu.edu\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0009-0004-9640-0574\")),\nperson(\"Katia\", \"Bulekova\", email=\"ktrn@bu.edu\", role = \"aut\",\ncomment = c(ORCID = \"0000-0003-1560-2146\")),\nperson(\"Reina\", \"Chau\", email=\"rchau88@bu.edu\", role = \"aut\",\ncomment = c(ORCID = \"0000-0003-3012-1404\")),\nperson(\"Stefano\", \"Monti\", email=\"smonti@bu.edu\", role = \"aut\",\ncomment = c(ORCID = \"0000-0002-9376-0660\")),\nperson(\"Benoit\", \"Jacob\", role=\"cph\", comment=\"Author of included Eigen library\"),\nperson(\"Gael\", \"Guennebaud\", role=\"cph\", comment=\"Author of included Eigen library\"),\nperson(c(\"Jose\", \"Luis\"), \"Blanco\", role=\"cph\", comment=\"Author of included nanoflann library\"),\nperson(c(\"Pranjal\", \"Kumar\"), \"Rai\", role=\"cph\", comment=\"Author of included nanoflann library\"))", "Description": "This is a 'C++' mutual information (MI) library based on\nthe k-nearest neighbor (KNN) algorithm. There are three\nfunctions provided for computing MI for continuous values,\nmixed continuous and discrete values, and conditional MI for\ncontinuous values. They are based on algorithms by A. Kraskov,\net. al. (2004) , BC Ross\n(2014), and A. Tsimpiris\n(2012) , respectively.", "License": "GPL (>= 3)", "Config/testthat/edition": "3", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.3.1", "Language": "en-US", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-06-05 07:56:16 UTC", "User": "root" }, "Author": "Brian Gregor [aut, cre]\n(), Katia Bulekova [aut]\n(), Reina Chau [aut]\n(), Stefano Monti [aut]\n(), Benoit Jacob [cph]\n(Author of included Eigen library), Gael Guennebaud [cph]\n(Author of included Eigen library), Jose Luis Blanco [cph]\n(Author of included nanoflann library), Pranjal Kumar Rai [cph]\n(Author of included nanoflann library)", "Maintainer": "Brian Gregor ", "Repository": "https://bu-bgregor.r-universe.dev", "Date/Publication": "2024-04-03 07:13:41 UTC", "RemoteUrl": "https://github.com/cran/knnmi", "RemoteRef": "HEAD", "RemoteSha": "8e572ccbea79fff77ad827b897c53968df00d26c", "MD5sum": "d22efbc2fa46bf621607b8047eaf205d", "_user": "bu-bgregor", "_type": "src", "_file": "knnmi_1.0.tar.gz", "_fileid": "01583eb4d338339007d4d9cb7d5aa739eef4cceed7baa3b0d73739a1dbfe9d1f", "_filesize": 703236, "_sha256": "01583eb4d338339007d4d9cb7d5aa739eef4cceed7baa3b0d73739a1dbfe9d1f", "_created": "2026-06-05T07:56:16.000Z", "_published": "2026-06-05T08:02:52.157Z", "_distro": "noble", "_jobs": [ { "job": 79687398469, "time": 126, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7431657257" }, { "job": 79687398415, "time": 100, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7431649344" }, { "job": 79687398424, "time": 126, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7431657378" }, { "job": 79687398515, "time": 114, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7431653114" }, { "job": 79687398417, "time": 177, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7431662648" }, { "job": 79687398372, "time": 271, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "7431692443" }, { "job": 79687398393, "time": 158, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7431658657" }, { "job": 79687398374, "time": 349, "config": "macos-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7431712372" }, { "job": 79686913024, "time": 201, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7431618224" }, { "job": 79687398313, "time": 95, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7431648044" }, { "job": 79687398331, "time": 100, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7431649324" }, { "job": 79687398347, "time": 171, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "" }, { "job": 79687398352, "time": 99, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7431649230" } ], "_buildurl": "https://github.com/r-universe/bu-bgregor/actions/runs/27002751209", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/knnmi", "_commit": { "id": "8e572ccbea79fff77ad827b897c53968df00d26c", "author": "Brian Gregor ", "committer": "cran-robot ", "message": "version 1.0\n", "time": 1712128421 }, "_maintainer": { "name": "Brian Gregor", "email": "bgregor@bu.edu", "login": "bu-bgregor", "description": "", "uuid": 29922458 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "spelling", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 1, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "bu-bgregor", "count": 1, "uuid": 29922458 } ], "_userbio": { "uuid": 29922458, "type": "user", "name": "Brian Gregor" }, "_downloads": { "count": 652, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/knnmi" }, "_searchresults": 2, "_topics": [ "cpp" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/knnmi.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_realowner": "bu-bgregor", "_cranurl": false, "_releases": [ { "version": "1.0", "date": "2024-04-02" } ], "_exports": [ "cond_mutual_inf", "mutual_inf_cc", "mutual_inf_cd" ], "_datasets": [ { "name": "mutual_info_df", "title": "Toy Dataset for knnmi package", "object": "mutual_info_df", "class": [ "data.frame" ], "fields": [ "Xc", "Yc", "Wc", "Zc_XcYc", "Zc_XcYcWc", "Xd", "Yd", "Wd", "Zc_XdYd", "Zc_XdYdWd" ], "rows": 100, "table": true, "tojson": true } ], "_help": [ { "page": "cond_mutual_inf", "title": "Conditional mutual information estimation", "topics": [ "cond_mutual_inf" ] }, { "page": "mutual_inf_cc", "title": "Mutual information estimation", "topics": [ "mutual_inf_cc" ] }, { "page": "mutual_inf_cd", "title": "Mutual information estimation", "topics": [ "mutual_inf_cd" ] }, { "page": "mutual_info_df", "title": "Toy Dataset for knnmi package", "topics": [ "mutual_info_df" ] } ], "_readme": "https://github.com/cran/knnmi/raw/HEAD/README.md", "_rundeps": [], "_sysdeps": [ { "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": 2.1760912590556813, "_indexed": true, "_nocasepkg": "knnmi", "_universes": [ "bu-bgregor" ], "_binaries": [ { "r": "4.5.3", "os": "win", "version": "1.0", "date": "2026-05-06T07:50:44.000Z", "arch": "x86_64", "commit": "8e572ccbea79fff77ad827b897c53968df00d26c", "fileid": "16795fac091f6df352acd192bfded74aa13a91cad0fb309fc53ab92a35a6ed30", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bu-bgregor/actions/runs/25422913446" }, { "r": "4.7.0", "os": "linux", "version": "1.0", "date": "2026-06-05T07:58:34.000Z", "distro": "noble", "arch": "aarch64", "commit": "8e572ccbea79fff77ad827b897c53968df00d26c", "fileid": "594c644aade3fcadae54b9de5090120da2764a4ae807a03794d1ed5f99d5cc8b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bu-bgregor/actions/runs/27002751209" }, { "r": "4.7.0", "os": "linux", "version": "1.0", "date": "2026-06-05T07:58:05.000Z", "distro": "noble", "arch": "x86_64", "commit": "8e572ccbea79fff77ad827b897c53968df00d26c", "fileid": "7810717ebf2362898ad56cd97e3a3aafba34e322e487324c2e19dcf4fd7017f7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bu-bgregor/actions/runs/27002751209" }, { "r": "4.6.0", "os": "linux", "version": "1.0", "date": "2026-06-05T07:58:33.000Z", "distro": "noble", "arch": "aarch64", "commit": "8e572ccbea79fff77ad827b897c53968df00d26c", "fileid": "352c62b34f090e602164e65207fca932ae0ca6054b0c89fd816094675dcf2aac", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bu-bgregor/actions/runs/27002751209" }, { "r": "4.6.0", "os": "linux", "version": "1.0", "date": "2026-06-05T07:58:19.000Z", "distro": "noble", "arch": "x86_64", "commit": "8e572ccbea79fff77ad827b897c53968df00d26c", "fileid": "64de49e701e608349d3ec681c5d05708d8229c58691c85da890309f74dd677cc", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bu-bgregor/actions/runs/27002751209" }, { "r": "4.5.3", "os": "mac", "version": "1.0", "date": "2026-06-05T07:58:51.000Z", "arch": "aarch64", "commit": "8e572ccbea79fff77ad827b897c53968df00d26c", "fileid": "c05bd191a9c8fd2ef38b6cc3eabc76ae4cc9548aa7cc50948bb38a8755186d18", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bu-bgregor/actions/runs/27002751209" }, { "r": "4.5.3", "os": "mac", "version": "1.0", "date": "2026-06-05T08:00:18.000Z", "arch": "x86_64", "commit": "8e572ccbea79fff77ad827b897c53968df00d26c", "fileid": "43b040b82afc2242caa539086f331a19dd87903b782a07ba7dc8433a7abf52f5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bu-bgregor/actions/runs/27002751209" }, { "r": "4.6.0", "os": "mac", "version": "1.0", "date": "2026-06-05T07:58:28.000Z", "arch": "aarch64", "commit": "8e572ccbea79fff77ad827b897c53968df00d26c", "fileid": "2b48ebdb5196532de2c04fba01435ba3b5bb3311de488573b50cef5030c383a9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bu-bgregor/actions/runs/27002751209" }, { "r": "4.6.0", "os": "mac", "version": "1.0", "date": "2026-06-05T08:00:59.000Z", "arch": "x86_64", "commit": "8e572ccbea79fff77ad827b897c53968df00d26c", "fileid": "bdd3b8ac23d74ea031d50bbc48278cfc2e954d16ba356b10b1e7b4a2e3d3c358", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bu-bgregor/actions/runs/27002751209" }, { "r": "4.6.0", "os": "wasm", "version": "1.0", "date": "2026-06-05T07:58:09.000Z", "arch": "emscripten", "commit": "8e572ccbea79fff77ad827b897c53968df00d26c", "fileid": "8dd8f18a023c99fd70cfe370a1a3d433c63f2d4e12274d5855d40ca694dc60f1", "status": "success", "buildurl": "https://github.com/r-universe/bu-bgregor/actions/runs/27002751209" }, { "r": "4.7.0", "os": "win", "version": "1.0", "date": "2026-06-05T07:57:38.000Z", "arch": "x86_64", "commit": "8e572ccbea79fff77ad827b897c53968df00d26c", "fileid": "7ca2a83713ba639dc1daae3b43023c61843261e2c7557274fd3f1715461e2c9f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bu-bgregor/actions/runs/27002751209" }, { "r": "4.6.0", "os": "win", "version": "1.0", "date": "2026-06-05T07:57:40.000Z", "arch": "x86_64", "commit": "8e572ccbea79fff77ad827b897c53968df00d26c", "fileid": "3d69e07b82f7c3fa0186823750d71f23f9990262978cd9971e9f7fb8ca65fccc", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/bu-bgregor/actions/runs/27002751209" } ] }