{ "_id": "6a288d58732311cd8758a4a7", "Package": "IBclust", "Type": "Package", "Title": "Information Bottleneck Methods for Clustering Mixed-Type Data", "Version": "1.4", "Authors@R": "c(person(given = \"Angelos\",\nfamily = \"Markos\",\nrole = c(\"aut\", \"cre\"),\nemail = \"amarkos@gmail.com\"),\nperson(given = \"Efthymios\",\nfamily = \"Costa\",\nrole = \"aut\"),\nperson(given = \"Ioanna\",\nfamily = \"Papatsouma\",\nrole = \"aut\"))", "Description": "Implements multiple variants of the Information Bottleneck\n('IB') method for clustering datasets containing continuous,\ncategorical (nominal/ordinal) and mixed-type variables. The\npackage provides deterministic, agglomerative, generalised,\nsequential, and standard IB clustering algorithms that preserve\nrelevant information while forming interpretable clusters. The\nDeterministic Information Bottleneck is described in Costa et\nal. (2026) . The standard IB\nmethod originates from Tishby et al. (2000)\n, the agglomerative variant\nfrom Slonim and Tishby (1999)\n,\nthe generalised IB from Strouse and Schwab (2017)\n, and the sequential IB from Slonim\net al. (2002) .", "License": "GPL (>= 3)", "Encoding": "UTF-8", "RoxygenNote": "7.3.3", "RdMacros": "Rdpack", "NeedsCompilation": "yes", "Config/pak/sysreqs": "make", "Repository": "https://amarkos.r-universe.dev", "Date/Publication": "2026-06-09 21:27:09 UTC", "RemoteUrl": "https://github.com/amarkos/ibclust", "RemoteRef": "HEAD", "RemoteSha": "2700ef9507beb9fa06e230b53d5d954e5f141554", "Packaged": { "Date": "2026-06-09 21:55:09 UTC", "User": "root" }, "Author": "Angelos Markos [aut, cre],\nEfthymios Costa [aut],\nIoanna Papatsouma [aut]", "Maintainer": "Angelos Markos ", "MD5sum": "dffd35ca07f9f13a1cf9f0aeeea76412", "_user": "amarkos", "_type": "src", "_file": "IBclust_1.4.tar.gz", "_fileid": "4e795d4a38fc06e5b29af03b4585cd7604eb69c6b0e8cecdf8b55316698a9f2f", "_filesize": 510675, "_sha256": "4e795d4a38fc06e5b29af03b4585cd7604eb69c6b0e8cecdf8b55316698a9f2f", "_created": "2026-06-09T21:55:09.000Z", "_published": "2026-06-09T22:02:00.912Z", "_distro": "noble", "_jobs": [ { "job": 80436114718, 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