{ "_id": "6a268a9924555f66ed51ab84", "Package": "sparsecommunity", "Title": "Spectral Community Detection for Sparse Networks", "Version": "0.1.1", "Authors@R": "person(\"Neil\", \"Hwang\", role = c(\"aut\", \"cre\"),\nemail = \"neil.hwang@bcc.cuny.edu\",\ncomment = c(ORCID = \"0000-0002-5175-9397\"))", "Description": "Implements spectral clustering algorithms for community\ndetection in sparse networks under the stochastic block model\n('SBM') and degree-corrected stochastic block model ('DCSBM'),\nfollowing the methods of Lei and Rinaldo (2015)\n. Provides a regularized normalized\nLaplacian embedding, spherical k-median clustering for 'DCSBM',\nstandard k-means for 'SBM', simulation utilities for both\nmodels, and a misclustering rate evaluation metric. Also\nincludes the 'NCAA' college football network of Girvan and\nNewman (2002) as a benchmark\ndataset, and the Bethe-Hessian community number estimator of\nHwang (2023) .", "License": "GPL-3", "Encoding": "UTF-8", "Language": "en-US", "LazyData": "true", "RoxygenNote": "7.2.3", "Config/testthat/edition": "3", "VignetteBuilder": "knitr", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-08 09:21:27 UTC", "User": "root" }, "Author": "Neil Hwang [aut, cre] (ORCID:\n)", "Maintainer": "Neil Hwang ", "Repository": "https://neil-sps.r-universe.dev", "Date/Publication": "2026-04-08 15:51:46 UTC", "RemoteUrl": "https://github.com/cran/sparsecommunity", "RemoteRef": "HEAD", "RemoteSha": "8c100c579a6138f61057bb67ef3a21aa4d125c15", "MD5sum": "9aab19a1fc81c29cd34cebd824ac29a9", "_user": "neil-sps", "_type": "src", "_file": "sparsecommunity_0.1.1.tar.gz", "_fileid": "bf95072e0b8984fae4c1ddfcfea663517a742af08b5f248571f7457d8b7444d7", "_filesize": 518607, "_sha256": 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