{"id":13666000,"url":"https://github.com/trinker/rnltk","last_synced_at":"2025-07-13T08:39:53.093Z","repository":{"id":146664062,"uuid":"49790547","full_name":"trinker/rnltk","owner":"trinker","description":null,"archived":false,"fork":false,"pushed_at":"2016-02-06T04:22:54.000Z","size":51,"stargazers_count":18,"open_issues_count":3,"forks_count":0,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-02-28T21:57:06.693Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/trinker.png","metadata":{"files":{"readme":"README.Rmd","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2016-01-16T20:54:10.000Z","updated_at":"2017-01-15T09:47:32.000Z","dependencies_parsed_at":"2023-04-27T13:02:35.245Z","dependency_job_id":null,"html_url":"https://github.com/trinker/rnltk","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trinker%2Frnltk","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trinker%2Frnltk/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trinker%2Frnltk/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/trinker%2Frnltk/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/trinker","download_url":"https://codeload.github.com/trinker/rnltk/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244031028,"owners_count":20386534,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-08-02T06:00:55.384Z","updated_at":"2025-03-20T00:31:59.991Z","avatar_url":"https://github.com/trinker.png","language":"R","funding_links":[],"categories":["R"],"sub_categories":[],"readme":"---\ntitle: \"rnltk\"\ndate: \"`r format(Sys.time(), '%d %B, %Y')`\"\noutput:\n  md_document:\n    toc: true      \n---\n\n```{r, echo=FALSE}\npacks \u003c- suppressWarnings(readLines(\"R/zzz.R\"))\n\nrinker \u003c- grep(\"^\\\\s+rinker_packs_full \u003c-\", packs)[1]\nblanks \u003c- grep(\"^\\\\s*$\", packs)\npacks \u003c- eval(parse(text=packs[rinker:(blanks[blanks \u003e rinker][1]-1)]))\n\npacks \u003c- sort(c(na.omit(unlist(packs))))\npackrefs \u003c- paste(paste0(\n        seq_along(packs), \". [\", gsub(\"trinker/\", \"\", packs), \"](\", sprintf(\"https://github.com/%s\", packs), \")\"\n    ), collapse=\"\\n\")\ndesc \u003c- suppressWarnings(readLines(\"DESCRIPTION\"))\nregex \u003c- \"(^Version:\\\\s+)(\\\\d+\\\\.\\\\d+\\\\.\\\\d+)\"\nloc \u003c- grep(regex, desc)\nver \u003c- gsub(regex, \"\\\\2\", desc[loc])\nverbadge \u003c- sprintf('\u003ca href=\"https://img.shields.io/badge/Version-%s-orange.svg\"\u003e\u003cimg src=\"https://img.shields.io/badge/Version-%s-orange.svg\" alt=\"Version\"/\u003e\u003c/a\u003e\u003c/p\u003e', ver, ver)\n````\n\n[![Project Status: Active - The project has reached a stable, usable state and is being actively developed.](http://www.repostatus.org/badges/0.1.0/active.svg)](http://www.repostatus.org/#active)\n[![Build Status](https://travis-ci.org/trinker/rnltk.svg?branch=master)](https://travis-ci.org/trinker/rnltk)\n[![Coverage Status](https://coveralls.io/repos/trinker/rnltk/badge.svg?branch=master)](https://coveralls.io/r/trinker/rnltk?branch=master)\n`r verbadge`\n\n\u003cimg src=\"inst/rnltk_logo/r_rnltk_logo.png\" width=\"200\" alt=\"rnltk Logo\"\u003e  \n\n**rnltk** is a natural language tool kit for R.  It is inspired by Python's [NLTK](http://www.nltk.org/) porting and extending much of Python's functionality with some R flavor.  The packages/functions that are included are designed to be more intuitive wrappers or optimized for performance.  Currently, the package calls the following packages maintained by me:\n\n```{r, results='asis', echo=FALSE}\ncat(packrefs)\n```\n\nThere are plans to add to this list including outside packages, focusing particularly on machine learning/classification packages.  Please [suggest packages and features](https://github.com/trinker/rnltk/issues) with rationale as to how/why it would be important to include the request in a natural language tool kit.\n\nTo see all of the available packages and functions use the `available()` function.\n\nAdditionally, I plan to replicate and extend much of the [Natural Language Processing with Python](http://www.nltk.org/book/) book (Bird, Klein, \u0026 Loper, 2009) with equivalent **rnltk** code. \n\n- Bird, S., Klein, E., \u0026 Loper, E. (2009). *Natural Language Processing with Python* (1st ed.). Beijing: O'Reilly Media\n\n# Installation\n\nTo download the development version of **rnltk**:\n\nDownload the [zip ball](https://github.com/trinker/rnltk/zipball/master) or [tar ball](https://github.com/trinker/rnltk/tarball/master), decompress and run `R CMD INSTALL` on it, or use the **pacman** package to install the development version:\n\n```r\nif (!require(\"pacman\")) install.packages(\"pacman\")\npacman::p_load_gh(\"trinker/rnltk\")\n```\n\n# Contact\n\nYou are welcome to:    \n- submit suggestions and bug-reports at: \u003chttps://github.com/trinker/rnltk/issues\u003e    \n- send a pull request on: \u003chttps://github.com/trinker/rnltk/\u003e    \n- compose a friendly e-mail to: \u003ctyler.rinker@gmail.com\u003e    \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftrinker%2Frnltk","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftrinker%2Frnltk","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftrinker%2Frnltk/lists"}