{ "_id": "6a5de3d29baadeef8ab55d8d", "Package": "mallet", "Type": "Package", "Title": "An R Wrapper for the Java Mallet Topic Modeling Toolkit", "Version": "1.3.1", "Date": "2022-07-21", "Authors@R": "c(\nperson(\"Måns\", \"Magnusson\", email = \"mons.magnusson@gmail.com\", role = c(\"cre\", \"aut\"),\ncomment = c(ORCID = \"0000-0002-0296-2719\")),\nperson(\"David\", \"Mimno\", role = c(\"aut\", \"cph\"),\ncomment = c(ORCID = \"0000-0001-7510-9404\"))\n)", "Maintainer": "Måns Magnusson ", "Description": "An R interface for the Java Machine Learning for Language\nToolkit (mallet) to estimate\nprobabilistic topic models, such as Latent Dirichlet\nAllocation. We can use the R package to read textual data into\n'mallet' from R objects, run the Java implementation of\n'mallet' directly in R, and extract results as R objects. The\n'mallet' toolkit has many functions, this wrapper focuses on\nthe topic modeling sub-package written by David Mimno. The\npackage uses the 'rJava' package to connect to a Java Virtual\nMachine (JVM).", "License": "MIT + file LICENSE", "URL": "https://github.com/mimno/RMallet", "BugReports": "https://github.com/mimno/RMallet/issues", "SystemRequirements": "java", "Encoding": "UTF-8", "VignetteBuilder": "rmarkdown, knitr", "RoxygenNote": "7.2.0", "LazyData": "TRUE", "Config/pak/sysreqs": "make default-jdk", "Repository": "https://mimno.r-universe.dev", "Date/Publication": "2022-07-21 05:41:28 UTC", "RemoteUrl": "https://github.com/mimno/rmallet", "RemoteRef": "HEAD", "RemoteSha": "cff720fe1a50e2ca6016aed89a18296bdd11cec2", "RemoteSubdir": "mallet", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-20 08:56:20 UTC", "User": "root" }, "Author": "Måns Magnusson [cre, aut] (ORCID:\n),\nDavid Mimno [aut, cph] (ORCID: )", "_user": "mimno", "_type": "src", "_file": "mallet_1.3.1.tar.gz", "_fileid": "https://r2.ropensci.org/5ddaf306af1c6b113e91b717ed7a0a7c99797b2586620e4b643845b47df96d12", "_filesize": 4030948, "_sha256": "5ddaf306af1c6b113e91b717ed7a0a7c99797b2586620e4b643845b47df96d12", "_expires": "2026-10-28T09:01:04.000Z", "_created": "2026-07-20T08:56:20.000Z", "_published": "2026-07-20T09:01:06.856Z", "_jobs": [ { "job": 88310649504, "time": 147, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8455748933" }, { "job": 88310649501, "time": 157, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8455753264" }, { "job": 88310649529, "time": 144, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8455739464" }, { "job": 88310649519, "time": 194, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8455752609" }, { "job": 88310041238, "time": 192, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8455690576" }, { "job": 88310649587, "time": 134, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8455743601" }, { "job": 88310649639, "time": 84, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8455723814" }, { "job": 88310649557, "time": 71, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8455718777" }, { "job": 88310649599, "time": 90, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8455726347" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/mimno/actions/runs/29729384550", "_status": "success", "_upstream": "https://github.com/mimno/rmallet", "_commit": { "id": "cff720fe1a50e2ca6016aed89a18296bdd11cec2", "author": "Måns Magnusson ", "committer": "Måns Magnusson ", "message": "update error on warning\n", "time": 1658382088 }, "_maintainer": { "name": "Måns Magnusson", "email": "mons.magnusson@gmail.com", "login": "mansmeg", "description": "", "uuid": 2458198, "orcid": "0000-0002-0296-2719" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.6.3", "role": "Depends" }, { "package": "rJava", "role": "Imports" }, { "package": "checkmate", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "dplyr", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" } ], "_owner": "mimno", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 39, "_contributors": [ { "user": "mansmeg", "count": 146, "uuid": 2458198 }, { "user": "mimno", "count": 7, "uuid": 2292538 }, { "user": "victorlaerte", "count": 1, "uuid": 7623098 }, { "user": "conjugateprior", "count": 1, "uuid": 509288 } ], "_userbio": { "uuid": 2292538, "type": "user", "name": "mimno", "followers": 260 }, "_downloads": { "count": 3016, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/mallet" }, "_mentions": 2, "_devurl": "https://github.com/mimno/rmallet", "_searchresults": 165, "_topics": [ "openjdk" ], "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/mallet.html", "extra/readme.html", "extra/readme.md", "LICENSE", "manual.pdf" ], "_homeurl": "https://github.com/mimno/rmallet", "_realowner": "mimno", "_cranurl": true, "_releases": [ { "version": "1.0", "date": "2013-08-09" }, { "version": "1.3.0", "date": "2022-07-20" } ], "_exports": [ "load.mallet.instances", "load.mallet.state", "mallet_jar", "mallet_stoplist_file_path", "mallet_supported_stoplists", "mallet.doc.topics", "mallet.import", "mallet.jar", "mallet.read.dir", "mallet.stoplist.file.path", "mallet.subset.topic.words", "mallet.supported.stoplists", "mallet.top.words", "mallet.topic.hclust", "mallet.topic.labels", "mallet.topic.model.load", "mallet.topic.model.read", "mallet.topic.model.save", "mallet.topic.model.write", "mallet.topic.words", "mallet.word.freqs", "MalletLDA", "save.mallet.instances", "save.mallet.state" ], "_datasets": [ { "name": "sotu", "title": "State of the Union Adresses.", "object": "sotu", "class": [ "data.frame" ], "fields": [ "year", "paragraph", "text" ], "rows": 6816, "table": true, "tojson": true } ], "_help": [ { "page": "mallet-package", "title": "An R Wrapper for the Java Mallet Topic Modeling Toolkit", "topics": [ "mallet-package" ] }, { "page": "load.mallet.state", "title": "Load a Mallet state into Mallet", "topics": [ "load.mallet.state" ] }, { "page": "mallet_jar", "title": "Return the mallet jar filename(s)", "topics": [ "mallet.jar", "mallet_jar" ] }, { "page": "mallet_stoplist_file_path", "title": "Return the file path to the mallet stoplists", "topics": [ "mallet.stoplist.file.path", "mallet_stoplist_file_path" ] }, { "page": "mallet_supported_stoplists", "title": "Mallet supported stoplists", "topics": [ "mallet.supported.stoplists", "mallet_supported_stoplists" ] }, { "page": "mallet.doc.topics", "title": "Retrieve a matrix of topic weights for every document", "topics": [ "mallet.doc.topics" ] }, { "page": "mallet.import", "title": "Import text documents into Mallet format", "topics": [ "mallet.import" ] }, { "page": "mallet.read.dir", "title": "Import documents from a directory into Mallet format", "topics": [ "mallet.read.dir" ] }, { "page": "mallet.subset.topic.words", "title": "Estimate topic-word distributions from a sub-corpus", "topics": [ "mallet.subset.topic.words" ] }, { "page": "mallet.top.words", "title": "Get the most probable words and their probabilities for one topic", "topics": [ "mallet.top.words" ] }, { "page": "mallet.topic.hclust", "title": "Return a hierarchical clustering of topics", "topics": [ "mallet.topic.hclust" ] }, { "page": "mallet.topic.labels", "title": "Get strings containing the most probable words for each topic", "topics": [ "mallet.topic.labels" ] }, { "page": "mallet.topic.model.read", "title": "Load (read) and save (write) a topic from a file", "topics": [ "mallet.topic.model.load", "mallet.topic.model.read", "mallet.topic.model.save", "mallet.topic.model.write" ] }, { "page": "mallet.topic.words", "title": "Retrieve a matrix of words weights for topics", "topics": [ "mallet.topic.words" ] }, { "page": "mallet.word.freqs", "title": "Descriptive statistics of word frequencies", "topics": [ "mallet.word.freqs" ] }, { "page": "MalletLDA", "title": "Create a Mallet topic model trainer", "topics": [ "MalletLDA" ] }, { "page": "save.mallet.instances", "title": "Load and save mallet instances from/to file", "topics": [ "load.mallet.instances", "save.mallet.instances" ] }, { "page": "save.mallet.state", "title": "Save a Mallet state to file", "topics": [ "save.mallet.state" ] }, { "page": "sotu", "title": "State of the Union Adresses.", "topics": [ "sotu" ] } ], "_readme": "https://github.com/mimno/rmallet/raw/HEAD/README.md", "_rundeps": [ "backports", "checkmate", "rJava" ], "_sysdeps": [ { "shlib": "libjvm", "package": "openjdk-25-jre-headless", "headers": "openjdk-25-jre-headless", "source": "openjdk", "version": "25.0.3+9-2~26.04.2", "name": "openjdk", "homepage": "https://openjdk.java.net/", "description": "OpenJDK Java runtime, using Hotspot JIT (headless)" } ], "_vignettes": [ { "source": "mallet.Rmd", "filename": "mallet.html", "title": "Introduction to R mallet", "author": "David Mimno and Måns Magnusson", "engine": "knitr::rmarkdown", "headings": [ "Installation", "Usage", "Reading data into R", "Training topic models", "Analysis of a topic model", "Save and load topic states", "Save and load topic models" ], "created": "2015-09-25 12:53:06", "modified": "2022-07-21 05:12:59", "commits": 6 } ], "_score": 7.765101143157804, "_indexed": true, "_nocasepkg": "mallet", "_universes": [ "mimno", "mansmeg" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.3.1", "date": "2026-07-20T08:58:46.000Z", "distro": "resolute", "commit": "cff720fe1a50e2ca6016aed89a18296bdd11cec2", "fileid": "https://r2.ropensci.org/e88cc3598a136c43f856434b508d625eaeed65149d32c5a2d699b0dbd4274400", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mimno/actions/runs/29729384550" }, { "r": "4.6.1", "os": "linux", "version": "1.3.1", "date": "2026-07-20T08:58:56.000Z", "distro": "resolute", "commit": "cff720fe1a50e2ca6016aed89a18296bdd11cec2", "fileid": "https://r2.ropensci.org/3a9b2fc5a4a008f9373baf50e5e83b86158289f1265fde20fd7c5f15d9b18af3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mimno/actions/runs/29729384550" }, { "r": "4.5.3", "os": "mac", "version": "1.3.1", "date": "2026-07-20T08:58:30.000Z", "commit": "cff720fe1a50e2ca6016aed89a18296bdd11cec2", "fileid": "https://r2.ropensci.org/407fa3cad8afc5e895c454755dcc587f5eaf84943e8cb4dc91daa6a89615754a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mimno/actions/runs/29729384550" }, { "r": "4.6.1", "os": "mac", "version": "1.3.1", "date": "2026-07-20T08:58:56.000Z", "commit": "cff720fe1a50e2ca6016aed89a18296bdd11cec2", "fileid": "https://r2.ropensci.org/2e08831d705227977d8862f1a90e8d24f9523bee78a9c69c86bf6880dec84a32", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mimno/actions/runs/29729384550" }, { "r": "4.6.0", "os": "wasm", "version": "1.3.1", "date": "2026-07-20T08:58:52.000Z", "commit": "cff720fe1a50e2ca6016aed89a18296bdd11cec2", "fileid": "https://r2.ropensci.org/0831ac23426c8308630663b859a4c190c661a5bcf7b90d3ae022824a2026ec44", "status": "success", "buildurl": "https://github.com/r-universe/mimno/actions/runs/29729384550" }, { "r": "4.7.0", "os": "win", "version": "1.3.1", "date": "2026-07-20T08:57:36.000Z", "commit": "cff720fe1a50e2ca6016aed89a18296bdd11cec2", "fileid": "https://r2.ropensci.org/f49ab316fe5ed51aa9a5d5fd00bc0262079f55104121fa9ba5757964c28e287c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mimno/actions/runs/29729384550" }, { "r": "4.5.3", "os": "win", "version": "1.3.1", "date": "2026-07-20T08:57:28.000Z", "commit": "cff720fe1a50e2ca6016aed89a18296bdd11cec2", "fileid": "https://r2.ropensci.org/3e415225a2feb0220fee9c5430f15fcbc9256bf7e4eda5182dbe45b8ef98ec52", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mimno/actions/runs/29729384550" }, { "r": "4.6.1", "os": "win", "version": "1.3.1", "date": "2026-07-20T08:57:45.000Z", "commit": "cff720fe1a50e2ca6016aed89a18296bdd11cec2", "fileid": "https://r2.ropensci.org/41c8def84164381aeaca43666bf67cc1623ded7905d17743421de4deb93ee3d8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mimno/actions/runs/29729384550" } ] }