{ "_id": "6a2a6d437b7a29ca60042d0c", "Package": "T4cluster", "Type": "Package", "Title": "Tools for Cluster Analysis", "Version": "0.1.4", "Authors@R": "c(person(\"Kisung\", \"You\", role = c(\"aut\", \"cre\"), email = \"kisung.you@outlook.com\",comment=c(ORCID=\"0000-0002-8584-459X\")))", "Encoding": "UTF-8", "Description": "Cluster analysis is one of the most fundamental problems\nin data science. We provide a variety of algorithms from\nclustering to the learning on the space of partitions. See\nHennig, Meila, and Rocci (2016, ISBN:9781466551886) for general\nexposition to cluster analysis.", "License": "MIT + file LICENSE", "URL": "https://www.kisungyou.com/T4cluster/", "BugReports": "https://github.com/kisungyou/T4cluster/issues", "RdMacros": "Rdpack", "RoxygenNote": "7.3.2", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-06-11 08:01:58 UTC", "User": "root" }, "Author": "Kisung You [aut, cre] (ORCID:\n)", "Maintainer": "Kisung You ", "Config/pak/sysreqs": "cmake pkg-config", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2025-09-22 07:20:07 UTC", "RemoteUrl": "https://github.com/cran/T4cluster", "RemoteRef": "HEAD", "RemoteSha": "cbaf24a243694b2a847cf3ffa44478e2ac447ed2", "MD5sum": "d5fcef627067be59f59187c8634264c0", "_user": "cran", "_type": "src", "_file": "T4cluster_0.1.4.tar.gz", "_fileid": "c19573d2eb6f09760850a4c761d9254badade8e9381e77f7458f7f2eea04dcd3", "_filesize": 593457, "_sha256": "c19573d2eb6f09760850a4c761d9254badade8e9381e77f7458f7f2eea04dcd3", "_created": "2026-06-11T08:01:58.000Z", "_published": "2026-06-11T08:09:39.730Z", "_distro": "noble", "_jobs": [ { "job": 80749289995, "time": 237, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7558336864" }, { "job": 80749290030, "time": 254, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7558342290" }, { "job": 80749289975, "time": 297, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7558358458" }, { "job": 80749290023, "time": 344, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7558375694" }, { "job": 80748270553, "time": 346, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7558247003" }, { "job": 80749289997, "time": 203, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7558324118" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/27332508722", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/T4cluster", "_commit": { "id": "cbaf24a243694b2a847cf3ffa44478e2ac447ed2", "author": "Kisung You ", "committer": "cran-robot ", "message": "version 0.1.4\n", "time": 1758525607 }, "_maintainer": { "name": "Kisung You", "email": "kisung.you@outlook.com", "login": "kisungyou", "twitter": "@kisung_you", "description": "", "uuid": 22312643, "orcid": "0000-0002-8584-459X" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 2.10", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "Rcpp", "version": ">= 1.0.5", "role": "Imports" }, { "package": "Rdpack", "role": "Imports" }, { "package": "Rdimtools", "role": "Imports" }, { "package": "ADMM", "role": "Imports" }, { "package": "MASS", "role": "Imports" }, { "package": "fda", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "lpSolve", "role": "Imports" }, { "package": "maotai", "role": "Imports" }, { "package": "mclustcomp", "role": "Imports" }, { "package": "rstiefel", "role": "Imports" }, { "package": "scatterplot3d", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" } ], "_owner": "cran", "_selfowned": false, "_usedby": 3, "_updates": [ { "week": "2025-39", "n": 1 } ], "_tags": [ { "name": "0.1.4", "date": "2025-09-22" } ], "_stars": 3, "_contributors": [ { "user": "kisungyou", "count": 1, "uuid": 22312643 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 241, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/T4cluster" }, "_devurl": "https://github.com/kisungyou/t4cluster", "_pkgdown": "https://www.kisungyou.com/T4cluster/", "_searchresults": 11, "_topics": [ "openblas", "cpp", "openmp" ], "_rbuild": "4.6.0", "_assets": [ "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", "extra/T4cluster.html", "manual.pdf" ], "_homeurl": "https://github.com/kisungyou/t4cluster", "_realowner": "kisungyou", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2020-09-23" }, { "version": "0.1.1", "date": "2021-02-11" }, { "version": "0.1.2", "date": "2021-08-16" }, { "version": "0.1.4", "date": "2025-09-22" } ], "_exports": [ "ccphate", "compare.adjrand", "compare.rand", "dpmeans", "EKSS", "ephclust", "funhclust", "funkmeans03A", "gbphate", "gen3S", "genDONUTS", "genLP", "genSMILEY", "gmm", "gmm03F", "gmm11R", "gmm16G", "gskmeans", "kmeans", "kmeans18B", "kmeanspp", "LRR", "LRSC", "LSR", "MSM", "pcm", "psm", "quality.CH", "quality.sil", "sc05Z", "sc09G", "sc10Z", "sc11Y", "sc12L", "scNJW", "scSM", "scUL", "spkmeans", "SSC", "SSQP" ], "_datasets": [ { "name": "household", "title": "Load 'household' data", "object": "household", "file": "household.rda", "class": [ "list" ], "fields": [], "table": false, "tojson": true } ], "_help": [ { "page": "ccphate", "title": "Consensus Clustering with PHATE Geometry", "concept": [ "algorithm" ], "topics": [ "ccphate" ] }, { "page": "compare.adjrand", "title": "(+) Adjusted Rand Index", "concept": [ "comparison" ], "topics": [ "compare.adjrand" ] }, { "page": "compare.rand", "title": "(+) Rand Index", "concept": [ "comparison" ], "topics": [ "compare.rand" ] }, { "page": "dpmeans", "title": "DP-Means Clustering", "concept": [ "algorithm" ], "topics": [ "dpmeans" ] }, { "page": "EKSS", "title": "Ensembles of K-Subspaces", "concept": [ "subspace" ], "topics": [ "EKSS" ] }, { "page": "ephclust", "title": "Hierarchical Agglomerative Clustering for Empirical Distributions", "concept": [ "ecdf" ], "topics": [ "ephclust" ] }, { "page": "funhclust", "title": "Functional Hierarchical Clustering", "concept": [ "functional" ], "topics": [ "funhclust" ] }, { "page": "funkmeans03A", "title": "Functional K-Means Clustering by Abraham et al. (2003)", "concept": [ "functional" ], "topics": [ "funkmeans03A" ] }, { "page": "gbphate", "title": "Generalized Bayesian Clustering with PHATE Geometry", "concept": [ "algorithm" ], "topics": [ "gbphate" ] }, { "page": "gen3S", "title": "Generate from Three 5-dimensional Subspaces in 200-dimensional space.", "concept": [ "data" ], "topics": [ "gen3S" ] }, { "page": "genDONUTS", "title": "Generate Nested Donuts", "concept": [ "data" ], "topics": [ "genDONUTS" ] }, { "page": "genLP", "title": "Generate Line and Plane Example with Fixed Number of Components", "concept": [ "data" ], "topics": [ "genLP" ] }, { "page": "genSMILEY", "title": "Generate SMILEY Data", "concept": [ "data" ], "topics": [ "genSMILEY" ] }, { "page": "gmm", "title": "Finite Gaussian Mixture Model", "concept": [ "algorithm" ], "topics": [ "gmm" ] }, { "page": "gmm03F", "title": "Ensemble of Gaussian Mixtures with Random Projection", "concept": [ "algorithm" ], "topics": [ "gmm03F" ] }, { "page": "gmm11R", "title": "Regularized GMM by Ruan et al. (2011)", "concept": [ "algorithm" ], "topics": [ "gmm11R" ] }, { "page": "gmm16G", "title": "Weighted GMM by Gebru et al. (2016)", "concept": [ "algorithm" ], "topics": [ "gmm16G" ] }, { "page": "gskmeans", "title": "Geodesic Spherical K-Means", "concept": [ "sphere" ], "topics": [ "gskmeans" ] }, { "page": "household", "title": "Load 'household' data", "concept": [ "data" ], "topics": [ "household" ] }, { "page": "kmeans", "title": "K-Means Clustering", "concept": [ "algorithm" ], "topics": [ "kmeans" ] }, { "page": "kmeans18B", "title": "K-Means Clustering with Lightweight Coreset", "concept": [ "algorithm" ], "topics": [ "kmeans18B" ] }, { "page": "kmeanspp", "title": "K-Means++ Clustering", "concept": [ "algorithm" ], "topics": [ "kmeanspp" ] }, { "page": "LRR", "title": "Low-Rank Representation", "concept": [ "subspace" ], "topics": [ "LRR" ] }, { "page": "LRSC", "title": "Low-Rank Subspace Clustering", "concept": [ "subspace" ], "topics": [ "LRSC" ] }, { "page": "LSR", "title": "Least Squares Regression", "concept": [ "subspace" ], "topics": [ "LSR" ] }, { "page": "MSM", "title": "Bayesian Mixture of Subspaces of Different Dimensions", "concept": [ "subspace" ], "topics": [ "MSM" ] }, { "page": "pcm", "title": "Compute Pairwise Co-occurrence Matrix", "concept": [ "soc" ], "topics": [ "pcm" ] }, { "page": "predict.MSM", "title": "S3 method to predict class label of new data with 'MSM' object", "concept": [ "subspace" ], "topics": [ "predict.MSM" ] }, { "page": "psm", "title": "Compute Posterior Similarity Matrix", "concept": [ "soc" ], "topics": [ "psm" ] }, { "page": "quality.CH", "title": "(+) CH index", "concept": [ "quality" ], "topics": [ "quality.CH" ] }, { "page": "quality.sil", "title": "(+) Silhouette Index", "concept": [ "quality" ], "topics": [ "quality.sil" ] }, { "page": "sc05Z", "title": "Spectral Clustering by Zelnik-Manor and Perona (2005)", "concept": [ "algorithm" ], "topics": [ "sc05Z" ] }, { "page": "sc09G", "title": "Spectral Clustering by Gu and Wang (2009)", "concept": [ "algorithm" ], "topics": [ "sc09G" ] }, { "page": "sc10Z", "title": "Spectral Clustering by Zhang et al. (2010)", "concept": [ "algorithm" ], "topics": [ "sc10Z" ] }, { "page": "sc11Y", "title": "Spectral Clustering by Yang et al. (2011)", "concept": [ "algorithm" ], "topics": [ "sc11Y" ] }, { "page": "sc12L", "title": "Spectral Clustering by Li and Guo (2012)", "concept": [ "algorithm" ], "topics": [ "sc12L" ] }, { "page": "scNJW", "title": "Spectral Clustering by Ng, Jordan, and Weiss (2002)", "concept": [ "algorithm" ], "topics": [ "scNJW" ] }, { "page": "scSM", "title": "Spectral Clustering by Shi and Malik (2000)", "concept": [ "algorithm" ], "topics": [ "scSM" ] }, { "page": "scUL", "title": "Spectral Clustering with Unnormalized Laplacian", "concept": [ "algorithm" ], "topics": [ "scUL" ] }, { "page": "spkmeans", "title": "Spherical K-Means Clustering", "concept": [ "sphere" ], "topics": [ "spkmeans" ] }, { "page": "SSC", "title": "Sparse Subspace Clustering", "concept": [ "subspace" ], "topics": [ "SSC" ] }, { "page": "SSQP", "title": "Subspace Segmentation via Quadratic Programming", "concept": [ "subspace" ], "topics": [ "SSQP" ] } ], "_pkglogo": "https://github.com/cran/T4cluster/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/cran/T4cluster/raw/HEAD/README.md", "_rundeps": [ "ADMM", "ash", "backports", "bitops", "checkmate", "clarabel", "cli", "cluster", "codetools", "colorspace", "cpp11", "CVXR", "dbscan", "deSolve", "doParallel", "farver", "fastcluster", "fda", "fds", "FNN", "foreach", "generics", "ggplot2", "glue", "gmp", "gsignal", "gtable", "hdrcde", "highs", "isoband", "iterators", "kernlab", "KernSmooth", "ks", "labdsv", "labeling", "lattice", "lifecycle", "locfit", "lpSolve", "maotai", "MASS", "Matrix", "mclust", "mclustcomp", "mgcv", "multicool", "mvtnorm", "nlme", "osqp", "pcaPP", "pracma", "R6", "rainbow", "RANN", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppDE", "RcppDist", "RcppEigen", "RCurl", "Rdimtools", "Rdpack", "rlang", "RSpectra", "rstiefel", "Rtsne", "S7", "scales", "scatterplot3d", "scs", "slam", "vctrs", "viridisLite", "withr" ], "_sysdeps": [ { "shlib": "liblapack", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "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" }, { "shlib": "libgomp", "package": "libgomp1", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "openmp", "homepage": "http://gcc.gnu.org/", "description": "GCC OpenMP (GOMP) support library" } ], "_score": 3.171726453653231, "_indexed": false, "_nocasepkg": "t4cluster", "_universes": [ "cran" ], "_indexurl": "https://kisungyou.r-universe.dev/T4cluster", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.4", "date": "2026-06-11T08:05:36.000Z", "distro": "noble", "arch": "aarch64", "commit": "cbaf24a243694b2a847cf3ffa44478e2ac447ed2", "fileid": "f0554d832ee10d54111c6f64bca9c8a9720ec46f6ade1e0fff760e6cb1b4938d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/27332508722" }, { "r": "4.7.0", "os": "linux", "version": "0.1.4", "date": "2026-06-11T08:05:40.000Z", "distro": "noble", "arch": "x86_64", "commit": "cbaf24a243694b2a847cf3ffa44478e2ac447ed2", "fileid": "c78ca661be913cc87ecbad73833ab0758ac799548b806e89dcf49c28b8d3fc60", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/27332508722" }, { "r": "4.6.0", "os": "linux", "version": "0.1.4", "date": "2026-06-11T08:06:25.000Z", "distro": "noble", "arch": "aarch64", "commit": "cbaf24a243694b2a847cf3ffa44478e2ac447ed2", "fileid": "dda331e7021fb1e4d8f064c82e8ebe89b277a08eccd69f86e8f4b4c00c35f100", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/27332508722" }, { "r": "4.6.0", "os": "linux", "version": "0.1.4", "date": "2026-06-11T08:07:15.000Z", "distro": "noble", "arch": "x86_64", "commit": "cbaf24a243694b2a847cf3ffa44478e2ac447ed2", "fileid": "434a66a4c83438496f49916fef82f92a322a589508448ab81a5296ff4b7473f2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/27332508722" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.4", "date": "2026-06-11T08:06:05.000Z", "arch": "emscripten", "commit": "cbaf24a243694b2a847cf3ffa44478e2ac447ed2", "fileid": "9dd605d6088996542d2c0d3be6fe04bffc09278f4bb431fd324741e39a095933", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/27332508722" } ] }