RStudio Open-Source Packages

actions https://github.com/r-lib/actions GitHub Actions for the R community addinexamples https://github.com/rstudio/addinexamples An r package showcase how RStudio addin can be register and used . animation https://github.com/yihui/animation A gallery of animations in statistics and utilities to create animations ansistrings https://github.com/r-lib/ansistrings manipulation of ANSI color string applicable https://github.com/tidymodels/applicable quantify extrapolation of new sample give a training set asciicast https://github.com/r-lib/asciicast turn r script into terminal screencast async https://github.com/r-lib/async Asynchronous HTTP and computation in R available https://github.com/r-lib/available Check if a package name is available to use backends https://github.com/r-dbi/backends static api for detail on dbi backend backports https://github.com/r-lib/backports Reimplementations of Functions Introduced Since R-3.0.0 bench https://github.com/r-lib/bench High Precision Timing of R Expressions bigrquery https://github.com/r-dbi/bigrquery An interface to Google’s BigQuery from R. blob https://github.com/tidyverse/blob A simple S3 class for representing BLOBs blogdown https://github.com/rstudio/blogdown create Blogs and Websites with R Markdown bookdown https://github.com/rstudio/bookdown Authoring Books and Technical Documents with R Markdown broom https://github.com/tidymodels/broom convert statistical analysis object from r into tidy format butcher https://github.com/tidymodels/butcher Reduce the size of model objects saved to disk callr https://github.com/r-lib/callr Call R from R carrier https://github.com/r-lib/carrier Create standalone functions for remote execution chromote https://github.com/rstudio/chromote Chrome Remote Interface for R cleancall https://github.com/r-lib/cleancall Easy resource cleaning from C cli https://github.com/r-lib/cli Tools for making beautiful & useful command line interfaces cliapp https://github.com/r-lib/cliapp Rich Command Line Applications clisymbol https://github.com/r-lib/clisymbol Unicode symbols for CLI applications, with fallbacks cloudml https://github.com/rstudio/cloudml r interface to Google Cloud Machine Learning Engine colourpicker https://github.com/rstudio/colourpicker A colour picker tool for Shiny and for selecting colours in plots (in R) conf https://github.com/r-lib/conf persistent Package Configuration config https://github.com/rstudio/config config package for R conflicted https://github.com/r-lib/conflicte An alternative conflict resolution strategy for R connectapi https://github.com/rstudio/connectapi An r package for interact with the RStudio Connect Server API corrplot https://github.com/yihui/corrplot package corrplot is is is for visualize a correlation matrix corrr https://github.com/tidymodels/corrr R package for exploring correlations covr https://github.com/r-lib/covr Test coverage reports for R crancache https://github.com/r-lib/crancache transparent caching of CRAN package file – work IN PROGRESS ! crandalf https://github.com/yihui/crandalf Check all reverse dependencies of your R package on Travis CI crayon https://github.com/r-lib/crayon ð credentials https://github.com/r-lib/credentials Tools for Managing SSH and Git Credentials crosstalk https://github.com/rstudio/crosstalk Inter-htmlwidget communication for R (with and without Shiny) d3heatmap https://github.com/rstudio/d3heatmap A D3.js-based heatmap htmlwidget for R dbi https://github.com/r-dbi/dbi A database interface (dbi) definition for communication between R and RDBMSs dbitest https://github.com/r-dbi/dbitest Testing dbi drivers dblog https://github.com/r-dbi/dblog Logging for dbi dbplyr https://github.com/tidyverse/dbplyr Database (dbi) backend for dplyr dbtest https://github.com/rstudio/dbtest automate testing of vector expression of SQL translation for dplyr debugme https://github.com/r-lib/debugme Easy and efficient debugging for R packages desc https://github.com/r-lib/desc Manipulate DESCRIPTION files devoid https://github.com/r-lib/devoid A Graphic device That Does Nothing devtools https://github.com/r-lib/devtools Tools to make an R developer’s life easier dials https://github.com/tidymodels/dials Tools for creating tuning parameter values discrim https://github.com/tidymodels/discrim Wrappers for discriminant analysis and naive Bayes models for use with the parsnip package distill https://github.com/rstudio/distill Distill for R Markdown dplyr https://github.com/tidyverse/dplyr dplyr: A grammar of data manipulation DT https://github.com/rstudio/dt R Interface to the jQuery Plug – in DataTables dtplyr https://github.com/tidyverse/dtplyr Data table backend for dplyr dygraphs https://github.com/rstudio/dygraphs R interface to dygraphs EDAWR https://github.com/rstudio/edawr Data sets to support the Expert Data Analysis with R workshop ellipsis https://github.com/r-lib/ellipsis tool for Working with … embed https://github.com/tidymodels/embed Extra recipes for categorical predictor embeddings evaluate https://github.com/r-lib/evaluate A version of eval for r that return more information about what happen fastmap https://github.com/r-lib/fastmap Fast map implementation for R filelock https://github.com/r-lib/filelock cross platform file lock in r flexdashboard https://github.com/rstudio/flexdashboard easy interactive dashboard for R flights2 https://github.com/rstudio/flights2 An expanded version fo the flights data set in the nycflights13 package fontawesome https://github.com/rstudio/fontawesome Easily insert FontAwesome icons into R Markdown docs and Shiny apps forcat https://github.com/tidyverse/forcat ð forge https://github.com/rstudio/forge forge: Casting values into shape formatR https://github.com/yihui/formatR Format R Code Automatically fs https://github.com/r-lib/fs Provide cross platform file operations based on libuv. fun https://github.com/yihui/fun Use R for Fun fun https://github.com/r-lib/fun Collection of low – level function for work with vctrs gargle https://github.com/r-lib/gargle infrastructure for call Google api from R , include auth generics https://github.com/r-lib/generics common generic method gert https://github.com/r-lib/gert simple git client for R gggeom https://github.com/rstudio/gggeom Computational code for ggvis ggplot2 https://github.com/tidyverse/ggplot2 An implementation of the Grammar of Graphics in R ggvis https://github.com/rstudio/ggvis interactive grammar of graphic for R gh https://github.com/r-lib/gh Minimalistic GitHub API client in R gitdown https://github.com/rstudio/gitdown blogdown extension for package websites glue https://github.com/tidyverse/glue Glue strings to data in R. Small, fast, dependency free interpreted string literals. gmailr https://github.com/r-lib/gmailr Access the Gmail RESTful API from R. googledrive https://github.com/tidyverse/googledrive Google Drive R API googlesheets4 https://github.com/tidyverse/googlesheets4 Google Spreadsheets R api ( reboot of the googlesheet package ) graphframe https://github.com/rstudio/graphframe R Interface for GraphFrames gt https://github.com/rstudio/gt Easily generate information-rich, publication-quality tables from R gtable https://github.com/r-lib/gtable The layout packages is ggplot2 that power ggplot2 hardhat https://github.com/tidymodels/hardhat Construct Modeling Packages haven https://github.com/tidyverse/haven read SPSS , Stata and SAS file from R here https://github.com/r-lib/here A simpler way to find your files highr https://github.com/yihui/highr Syntax Highlighting for R Source Code hms https://github.com/tidyverse/hm A simple class for storing time-of-day values htmldep https://github.com/rstudio/htmldep Packaged HTML dependencies for Shiny, R Markdown, flexdashboard, htmlwidgets, and leaflet htmllayout https://github.com/rstudio/htmllayout HTML layout using GSS ( an experimental prototype )   htmlwidgets https://github.com/yihui/htmlwidget html widget for r httpuv https://github.com/rstudio/httpuv HTTP and WebSocket server package for r httr https://github.com/r-lib/httr httr : a friendly http package for r httrmock https://github.com/r-lib/httrmock Mock HTTP request , work IN PROGRESS , DO NOT use IT ! iBUGS https://github.com/yihui/iBUGS An Interface to R2WinBUGS by gWidgets infer https://github.com/tidymodels/infer An R package for tidyverse-friendly statistical inference io https://github.com/r-lib/io File input/output   keras https://github.com/rstudio/keras R Interface to Keras kerasjs https://github.com/rstudio/kerasjs kerasjs: Run Keras models in the browser, with GPU support using WebGL keyring https://github.com/r-lib/keyring : closed_lock_with_key : access the system credential store from R knitr https://github.com/yihui/knitr A general-purpose tool for dynamic report generation in R later https://github.com/r-lib/later Schedule an R function or formula to run after a specified period of time. leaflet https://github.com/rstudio/leaflet R Interface to Leaflet Maps leaflet.mapboxgl https://github.com/rstudio/leaflet.mapboxgl extend the R Leaflet package with a Mapbox GL JS plugin to allow easy drawing of vector tile layer . leaflet.providers https://github.com/rstudio/leaflet.provider Contains provider information from Leaflet.js for the leaflet R package. learnr https://github.com/rstudio/learnr Interactive Tutorials with R Markdown lifecycle https://github.com/r-lib/lifecycle Manage the life cycle of your exported functions and arguments liteq https://github.com/r-lib/liteq Serverless R message queue using SQLite lobstr https://github.com/r-lib/lobstr understand complex r object with tool similar to str ( ) lubridate https://github.com/tidyverse/lubridate Make work with date in r just that little bit easy magrittr https://github.com/tidyverse/magrittr Improve the readability of R code with the pipe  markdown https://github.com/rstudio/markdown The first generation of Markdown rendering for R. This markdown package has entered the maintenance-only mode in 2018. You are most likely to be looking at the wrong repo, and should go to the rmarkdown repo https://github.com/rstudio/rmarkdown instead. memoise https://github.com/r-lib/memoise Easy memoisation for R mime https://github.com/yihui/mime Map filename to MIME type   mleap https://github.com/rstudio/mleap R Interface to MLeap mockery https://github.com/r-lib/mockery A mocking library for R. modeldata https://github.com/tidymodels/modeldata datum set Used by tidymodel package modeldb https://github.com/tidymodels/modeldb run model inside a database using r modelr https://github.com/tidyverse/modelr Helper functions for modelling MSG https://github.com/yihui/MSG Modern Statistical Graphics (my Chinese book) multidplyr https://github.com/tidyverse/multidplyr A dplyr backend that partitions a data frame over multiple processes nloptr https://github.com/rstudio/nloptr nloptr is provides provide an r interface to NLopt , a free / open – source library for nonlinear optimization provide a common interface to a number of different optimization routine which can handle nonlinear constraint and low and upper bound for the control . objectable https://github.com/r-lib/objectable Create “Object Tables” with R Functions odbc https://github.com/r-dbi/odbc Connect to ODBC databases (using the dbi interface) oldie https://github.com/r-lib/oldie Gracefully retire your functions or arguments that are no longer needed (experimental) osname https://github.com/r-lib/osname Human Readable Operating System Name packrat https://github.com/rstudio/packrat Packrat is a dependency management system for R pagedown https://github.com/rstudio/pagedown Paginate the html output of R Markdown with css for Print pak https://github.com/r-lib/pak A fresh approach to package installation parsnip https://github.com/tidymodels/parsnip A tidy unified interface to models parsons https://github.com/rstudio/parson Create parsons problems to teach programming in learnr tutorials pillar https://github.com/r-lib/pillar Format columns with colour pingr https://github.com/r-lib/pingr r package to ping , over TCP as well pins https://github.com/rstudio/pins Pin, Discover and Share Resources pkgapi https://github.com/r-lib/pkgapi create a map of function for an r package – work IN PROGRESS ! pkgbuild https://github.com/r-lib/pkgbuild Find tools needed to build R packages pkgcache https://github.com/r-lib/pkgcache cache CRAN – like metadata and package file pkgconfig https://github.com/r-lib/pkgconfig Private configuration for R packages pkgdepends https://github.com/r-lib/pkgdepends R Package Dependency Resolution – EXPERIMENTAL, WORK IN PROGRESS! pkgdown https://github.com/r-lib/pkgdown Generate static html documentation for an R package pkginstall https://github.com/r-lib/pkginstall Provides a replacement for utils::install.package ( ) pkgload https://github.com/r-lib/pkgload simulate instal and load a package plumber https://github.com/rstudio/plumber turn your r code into a web api . pool https://github.com/rstudio/pool Object Pooling in R prettycode https://github.com/r-lib/prettycode Syntax highlight R code in the terminal prettyunits https://github.com/r-lib/prettyunits Pretty, human readable formatting of quantities printr https://github.com/yihui/printr Some ( magical ) printing method for knitr probably https://github.com/tidymodels/probably Tools for post-processing class probability estimates processx https://github.com/r-lib/processx Execute and Control System Processes from R profvis https://github.com/rstudio/profvis Visualize R profiling data progress https://github.com/r-lib/progress Progress bar in your R terminal promises https://github.com/rstudio/promises A promise library for R ps https://github.com/r-lib/ps R package to query, list, manipulate system processes ptexample https://github.com/rstudio/ptexample A simple R package showcasing how RStudio project templates can be used. purrr https://github.com/tidyverse/purrr A functional programming toolkit for r r2d3 https://github.com/rstudio/r2d3 R Interface to D3 Visualizations R6 https://github.com/r-lib/R6 encapsulate object – orient programming for r ragg https://github.com/r-lib/ragg Graphic Devices Based on AGG rappdirs https://github.com/r-lib/rappdirs A port of AppDirs for R rcmdcheck https://github.com/r-lib/rcmdcheck Run R CMD check from R and collect the results Rd2roxygen https://github.com/yihui/Rd2roxygen Convert Rd to roxygen documentation reactlog https://github.com/rstudio/reactlog Shiny Reactivity Visualizer readr https://github.com/tidyverse/readr Read flat files (csv, tsv, fwf) into R readxl https://github.com/tidyverse/readxl Read excel files (.xls and .xlsx) into R ð recharts https://github.com/yihui/recharts An R Interface to ECharts recipes https://github.com/tidymodels/recipe A preprocessing engine to generate design matrices rematch2 https://github.com/r-lib/rematch2 Tidy output from regular expression matches remotes https://github.com/r-lib/remotes Install R packages from GitHub, GitLab, Bitbucket, git, svn repositories, URLs renv https://github.com/rstudio/renv renv: Project environments for R. reportsWS https://github.com/rstudio/reportsWS tool for teach R Markdown and Shiny reprex https://github.com/tidyverse/reprex Render bits of R code for sharing, e.g., on GitHub or StackOverflow. reticulate https://github.com/rstudio/reticulate R Interface to Python revdepcheck https://github.com/r-lib/revdepcheck r package reverse dependency checking revealjs https://github.com/rstudio/revealjs R Markdown Format for reveal.js presentation RKazam https://github.com/r-dbi/RKazam A boilerplate for dbi drivers, fully dbi-compliant rlang https://github.com/r-lib/rlang Low-level API for programming with R rlp https://github.com/yihui/rlp An Example of Using Literate Programming for R Package Development RMariaDB https://github.com/r-dbi/RMariaDB An R interface to MariaDB rmarkdown https://github.com/rstudio/rmarkdown Dynamic Documents for R  rmini https://github.com/yihui/rmini A minimal R package with examples of most common components rmysql https://github.com/r-dbi/rmysql An R interface for MySQL rnotebook https://github.com/yihui/rnotebook R Notebook base on JSON and R Markdown ( experimental ) rolldown https://github.com/yihui/rolldown R Markdown output formats for storytelling roxygen2 https://github.com/r-lib/roxygen2 generate r package documentation from inline R comment roxygen2md https://github.com/r-lib/roxygen2md Convert elements of roxygen documentation to markdown rpostgre https://github.com/r-dbi/rpostgre A dbi-compliant interface to PostgreSQL rprojroot https://github.com/r-lib/rprojroot Finding files in project subdirectories rray https://github.com/r-lib/rray Simple Arrays rsample https://github.com/tidymodels/rsample Classes and functions to create and summarize different types of resampling objects rscloud https://github.com/rstudio/rscloud Managing RStudio Cloud spaces with R rsconnect https://github.com/rstudio/rsconnect Publish Shiny Applications, RMarkdown Documents, Jupyter Notebooks, Plumber APIs, and more rscrypt https://github.com/rstudio/rscrypt scrypt cryptographic function for R RSQLite https://github.com/r-dbi/RSQLite R interface for SQLite rstudioapi https://github.com/rstudio/rstudioapi Safely access RStudio’s API (when available) rticles https://github.com/rstudio/rticle LaTeX Journal Article Templates for R Markdown rule https://github.com/tidymodels/rule parsnip wrappers for rule-based models runr https://github.com/yihui/runr Run external programs from R (experimental) rvest https://github.com/tidyverse/rvest Simple web scraping for R sass https://github.com/rstudio/sass Sass compiler package for R scales https://github.com/r-lib/scales Tools for ggplot2 scales servr https://github.com/yihui/servr A simple HTTP server in R sessioninfo https://github.com/r-lib/sessioninfo Print Session Information shiny https://github.com/rstudio/shiny easy interactive web application with R shinybootstrap2 https://github.com/rstudio/shinybootstrap2 Bootstrap 2 components for Shiny shinyBS2demo https://github.com/rstudio/shinyBS2demo R package demonstrating how to use shinyBootstrap2 shinycoreci https://github.com/rstudio/shinycoreci Application-level automated tests for Shiny shinydashboard https://github.com/rstudio/shinydashboard Shiny Dashboarding framework  shinyloadtest https://github.com/rstudio/shinyloadtest Tools for load testing Shiny applications shinymeta https://github.com/rstudio/shinymeta record and expose Shiny app logic using metaprogramming shinytest https://github.com/rstudio/shinytest Automated testing for shiny apps shinytestPackageExample https://github.com/rstudio/shinytestPackageExample example package that use shinytest to test application create by a function shinytheme https://github.com/rstudio/shinytheme Themes for Shiny showimage https://github.com/r-lib/showimage Show an image on the R graphics device sloop https://github.com/r-lib/sloop S language OOP ⛵️ sortable https://github.com/rstudio/sortable R htmlwidget for Sortable.js sparkapi https://github.com/rstudio/sparkapi Sparklyr Extensions API sparktf https://github.com/rstudio/sparktf R interface to Spark TensorFlow Connector sparkxgb https://github.com/rstudio/sparkxgb R interface for XGBoost on Spark SQL https://github.com/r-dbi/SQL Helper functions for generating SQL code stringr https://github.com/tidyverse/stringr A fresh approach to string manipulation in R styler https://github.com/r-lib/styler Non-invasive pretty printing of R code svglite https://github.com/r-lib/svglite A lightweight svg graphic device for r swagger https://github.com/rstudio/swagger Swagger is a collection of HTML, Javascript, and CSS assets that dynamically generate beautiful documentation from a Swagger-compliant API.  systemfont https://github.com/r-lib/systemfont system Native Font Finding in r tar https://github.com/r-lib/tar Fixed up tar and untar implementation – EXPERIMENTAL tensorflow https://github.com/rstudio/tensorflow TensorFlow for r terminaltools https://github.com/rstudio/terminaltools RStudio addin with additional commands for the integrated terminal pane testit https://github.com/yihui/testit A simple package for testing R packages testthat https://github.com/r-lib/testthat An r ð textrecipe https://github.com/tidymodels/textrecipe extra recipe for Text processing tfdatasets https://github.com/rstudio/tfdataset R interface to TensorFlow Datasets API tfdeploy https://github.com/rstudio/tfdeploy tfdeploy: Deploy Tensorflow Models from R tfds https://github.com/rstudio/tfds R Interface to the TensorFlow collection of Datasets tfestimators https://github.com/rstudio/tfestimators r interface to TensorFlow Estimators tfhub https://github.com/rstudio/tfhub r interface to TensorFlow Hub tfprobability https://github.com/rstudio/tfprobability R interface to TensorFlow Probability tfrun https://github.com/rstudio/tfrun Track, Visualize, and Manage TensorFlow Training Runs themis https://github.com/tidymodels/themis Extra recipes steps for dealing with unbalanced data tibble https://github.com/tidyverse/tibble A modern re-imagining of the data frame tidymodels https://github.com/tidymodels/tidymodels Easily Install and Load the ‘Tidymodels’ Packages tidyposterior https://github.com/tidymodels/tidyposterior Bayesian comparisons of models using resampled statistics tidypredict https://github.com/tidymodels/tidypredict Run predictions inside the database tidyr https://github.com/tidyverse/tidyr Easily tidy data with spread and gather functions. tidyselect https://github.com/r-lib/tidyselect A backend for selecting functions of the tidyverse tidytemplate https://github.com/tidyverse/tidytemplate A pkgdown template for core tidyverse packages tidyverse https://github.com/tidyverse/tidyverse Easily install and load packages from the tidyverse tinytex https://github.com/yihui/tinytex A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live tracer https://github.com/r-lib/tracer Slick call stack traces tufte https://github.com/rstudio/tufte tufte Styles for R Markdown Documents tune https://github.com/tidymodels/tune Tools is tuning for tidy parameter tuning usethis https://github.com/r-lib/usethis Set up commonly used ð vctrs https://github.com/r-lib/vctrs Vector types vdiffr https://github.com/r-lib/vdiffr Visual regression testing and graphical diffing with testthat vroom https://github.com/r-lib/vroom Fast reading of delimited files webdriver https://github.com/rstudio/webdriver WebDriver client in R webshot2 https://github.com/rstudio/webshot2 Take screenshots of web pages from R websocket https://github.com/rstudio/websocket WebSocket client for R whoami https://github.com/r-lib/whoami Username, full name, email address and GitHub username of the current user withr https://github.com/r-lib/withr Methods For Temporarily Modifying Global State workflows https://github.com/tidymodels/workflows modeling Workflows xaringan https://github.com/yihui/xaringan Presentation Ninja 幻灯忍者 · 写轮眼 xfun https://github.com/yihui/xfun Yihui Xie’s miscellaneous R functions xml2 https://github.com/r-lib/xml2 Bindings to libxml2 xmlparsedata https://github.com/r-lib/xmlparsedata R code parse data as an XML tree xopen https://github.com/r-lib/xopen Open System Files, URLs, Anything yardstick https://github.com/tidymodels/yardstick Tidy methods for measuring model performance ymlthis https://github.com/r-lib/ymlthis write YAML for R Markdown, bookdown, blogdown, and more zeallot https://github.com/r-lib/zeallot Variable assignment with zeal! (or multiple, unpacking, and destructuring assignment in R) zip https://github.com/r-lib/zip Platform independent zip compression via miniz