{ "_id": "6a18247aacfb0bcc41db425c", "Package": "seededlda", "Type": "Package", "Title": "Seeded Sequential LDA for Topic Modeling", "Version": "1.4.4", "Authors@R": "c(person(\"Kohei\", \"Watanabe\", email = \"watanabe.kohei@gmail.com\", role = c(\"aut\", \"cre\", \"cph\")),\nperson(\"Phan\", \"Xuan-Hieu\", email = \"pxhieu@gmail.com\", role = c(\"aut\", \"cph\"), comment = \"GibbsLDA++\"))", "Description": "Seeded Sequential LDA can classify sentences of texts into\npre-define topics with a small number of seed words (Watanabe &\nBaturo, 2023) . Implements\nSeeded LDA (Lu et al., 2010) and\nSequential LDA (Du et al., 2012)\n with the distributed LDA\nalgorithm (Newman, et al., 2009) for parallel computing.", "License": "GPL-3", "LazyData": "TRUE", "URL": "https://github.com/koheiw/seededlda,\nhttps://koheiw.github.io/seededlda/", "BugReports": "https://github.com/koheiw/seededlda/issues", "Encoding": "UTF-8", "RoxygenNote": "7.3.3", "Language": "en-US", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-05-28 11:10:59 UTC", "User": "root" }, "Author": "Kohei Watanabe [aut, cre, cph], Phan Xuan-Hieu [aut, cph]\n(GibbsLDA++)", "Maintainer": "Kohei Watanabe ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-05-28 08:56:30 UTC", "RemoteUrl": "https://github.com/cran/seededlda", "RemoteRef": "HEAD", "RemoteSha": "7be987c9f4485bd7db61290b71c1c9f2082a1d65", "MD5sum": "5548e300bd841dddc45ede68406c2e65", "_user": "cran", "_type": "src", "_file": "seededlda_1.4.4.tar.gz", "_fileid": "e1c5339d3cfabd325dff902d757fc9349ba7084ae72deeff8f6912d8e2a07e43", "_filesize": 3973597, "_sha256": "e1c5339d3cfabd325dff902d757fc9349ba7084ae72deeff8f6912d8e2a07e43", "_created": "2026-05-28T11:10:59.000Z", "_published": "2026-05-28T11:18:18.859Z", "_distro": "noble", "_jobs": [ { "job": 78278419320, "time": 353, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7264458068" }, { "job": 78278419140, "time": 296, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7264440659" }, { "job": 78278419103, "time": 357, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7264459340" }, { "job": 78278419352, "time": 364, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7264461497" }, { "job": 78277861326, "time": 218, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7264346222" }, { "job": 78278419107, "time": 150, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7264394867" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/26570623307", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/seededlda", "_commit": { "id": "7be987c9f4485bd7db61290b71c1c9f2082a1d65", "author": "Kohei Watanabe ", "committer": "cran-robot ", "message": "version 1.4.4\n", "time": 1779958590 }, "_maintainer": { "name": "Kohei Watanabe", "email": "watanabe.kohei@gmail.com", "login": "koheiw", "twitter": "@koheiw7", "description": "Data scientist specializing in political and financial text analysis", "uuid": 6572963 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "version": ">= 0.7.600.1.0", "role": "LinkingTo" }, { "package": "quanteda", "role": "LinkingTo" }, { "package": "testthat", "role": "LinkingTo" }, { "package": "quanteda", "version": ">= 4.0.0", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "proxyC", "version": ">= 0.3.1", "role": "Imports" }, { "package": "Matrix", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "spelling", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" }, { "package": "topicmodels", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 1, "_updates": [ { "week": "2025-39", "n": 1 }, { "week": "2026-22", "n": 1 } ], "_tags": [ { "name": "1.4.3", "date": "2025-09-28" }, { "name": "1.4.4", "date": "2026-05-28" } ], "_stars": 0, "_contributors": [ { "user": "koheiw", "count": 23, "uuid": 6572963 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 725, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/seededlda" }, "_devurl": "https://github.com/koheiw/seededlda", "_pkgdown": "https://koheiw.github.io/seededlda/", "_searchresults": 205, "_topics": [ "onetbb", "cpp" ], "_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/seededlda.html", "manual.pdf" ], "_homeurl": "https://github.com/koheiw/seededlda", "_realowner": "koheiw", "_cranurl": false, "_releases": [ { "version": "0.5", "date": "2020-09-10" }, { "version": "0.5.1", "date": "2020-12-17" }, { "version": "0.6.0", "date": "2021-04-08" }, { "version": "0.8.0", "date": "2022-01-07" }, { "version": "0.8.1", "date": "2022-03-28" }, { "version": "0.8.2", "date": "2022-10-09" }, { "version": "0.8.3", "date": "2023-03-17" }, { "version": "0.8.4", "date": "2023-03-23" }, { "version": "0.9.0", "date": "2023-04-30" }, { "version": "0.9.1", "date": "2023-05-01" }, { "version": "1.0.0", "date": "2023-05-31" }, { "version": "1.0.1", "date": "2023-06-12" }, { "version": "1.1.0", "date": "2023-07-01" }, { "version": "1.2.0", "date": "2024-04-10" }, { "version": "1.2.1", "date": "2024-04-11" }, { "version": "1.3.0", "date": "2024-06-19" }, { "version": "1.3.1", "date": "2024-06-25" }, { "version": "1.3.2", "date": "2024-07-03" }, { "version": "1.4.0", "date": "2024-09-05" }, { "version": "1.4.1", "date": "2024-09-06" }, { "version": "1.4.2", "date": "2025-01-08" }, { "version": "1.4.3", "date": "2025-09-28" }, { "version": "1.4.4", "date": "2026-05-28" } ], "_exports": [ "divergence", "info_tbb", "perplexity", "sizes", "terms", "textmodel_lda", "textmodel_seededlda", "textmodel_seqlda", "topics" ], "_datasets": [ { "name": "data_corpus_moviereviews", "title": "Movie reviews from Pang and Lee (2004)", "object": "data_corpus_moviereviews", "class": [ "corpus", "character" ], "fields": [], "table": false, "tojson": true } ], "_help": [ { "page": "as.dictionary.textmodel_lda", "title": "Create a dictionary from topic terms", "topics": [ "as.dictionary.textmodel_lda" ] }, { "page": "data_corpus_moviereviews", "title": "Movie reviews from Pang and Lee (2004)", "topics": [ "data_corpus_moviereviews" ] }, { "page": "divergence", "title": "Optimize the number of topics for LDA", "topics": [ "divergence" ] }, { "page": "perplexity", "title": "Optimize the hyper-parameters for LDA", "topics": [ "perplexity" ] }, { "page": "sizes", "title": "Compute the sizes of topics", "topics": [ "sizes" ] }, { "page": "terms", "title": "Extract most likely terms", "topics": [ "terms" ] }, { "page": "textmodel_lda", "title": "Unsupervised latent Dirichlet allocation", "topics": [ "textmodel_lda" ] }, { "page": "textmodel_seededlda", "title": "Semisupervised latent Dirichlet allocation", "topics": [ "textmodel_seededlda" ] }, { "page": "textmodel_seqlda", "title": "Sequential latent Dirichlet allocation", "topics": [ "textmodel_seqlda" ] }, { "page": "topics", "title": "Extract most likely topics", "topics": [ "topics" ] } ], "_rundeps": [ "brio", "callr", "cli", "crayon", "desc", "diffobj", "evaluate", "fastmatch", "fs", "glue", "ISOcodes", "jsonlite", "lattice", "lifecycle", "magrittr", "Matrix", "pkgbuild", "pkgload", "praise", "processx", "proxyC", "ps", "quanteda", "R6", "Rcpp", "RcppArmadillo", "rlang", "rprojroot", "SnowballC", "stopwords", "stringi", "testthat", "waldo", "withr", "xml2", "yaml" ], "_sysdeps": [ { "shlib": "libtbb", "package": "libtbb12", "headers": "libtbb-dev", "source": "onetbb", "version": "2021.11.0-2ubuntu2", "name": "onetbb", "homepage": "https://www.threadingbuildingblocks.org/", "description": "parallelism library for C++ - runtime files" }, { "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": 3.089905111439398, "_indexed": false, "_nocasepkg": "seededlda", "_universes": [ "cran" ], "_indexurl": "https://koheiw.r-universe.dev/seededlda", "_previous": "1.4.3", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.4.4", "date": "2026-05-28T11:13:53.000Z", "distro": "noble", "arch": "aarch64", "commit": "7be987c9f4485bd7db61290b71c1c9f2082a1d65", "fileid": "703c53457322b7363391d0ccbd53149334d01ceaa02a40484369ecce299b1e77", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26570623307" }, { "r": "4.7.0", "os": "linux", "version": "1.4.4", "date": "2026-05-28T11:13:35.000Z", "distro": "noble", "arch": "x86_64", "commit": "7be987c9f4485bd7db61290b71c1c9f2082a1d65", "fileid": "43e40dfdde85d3766c39c790903c3ea2d6a018006cd4c1947e9bb79d3a23ce27", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26570623307" }, { "r": "4.6.0", "os": "linux", "version": "1.4.4", "date": "2026-05-28T11:14:01.000Z", "distro": "noble", "arch": "aarch64", "commit": "7be987c9f4485bd7db61290b71c1c9f2082a1d65", "fileid": "629510f7077a1bc09ff974394b0a5c8179db83ab32a676b7e403b085d31405c2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26570623307" }, { "r": "4.6.0", "os": "linux", "version": "1.4.4", "date": "2026-05-28T11:14:22.000Z", "distro": "noble", "arch": "x86_64", "commit": "7be987c9f4485bd7db61290b71c1c9f2082a1d65", "fileid": "149eba39790f5beb49f2add17a37fc7262301012c933f4862ebcbd717d38be84", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26570623307" }, { "r": "4.6.0", "os": "wasm", "version": "1.4.4", "date": "2026-05-28T11:14:01.000Z", "arch": "emscripten", "commit": "7be987c9f4485bd7db61290b71c1c9f2082a1d65", "fileid": "9b084baf7669003ecba5ffc8c272f7f90026dbcf8b951ac5a48d522533a6fde8", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/26570623307" } ] }