Software

Open source software

Explore 365 open-source projects from the Posit ecosystem

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actions

GitHub Actions for the R community

1.1k

Best Practices Community Publishing

addinexamples

An R package showcasing how RStudio addins can be registered and used

Best Practices Interactive Apps

ai-blog

Repository for the RStudio AI Blog (formerly: TensorFlow for R Blog)

Artificial Intelligence Best Practices Community Machine Learning Publishing

air

R formatter and language server

421

Best Practices Data Wrangling

aml-training

The most recent version of the Applied Machine Learning notes

100

Community Machine Learning

applicable

Quantify extrapolation of new samples given a training set

Machine Learning

Ark

Ark, an R kernel

316

Interactive Apps

asciicast

Turn R scripts into terminal screencasts

244

Publishing

askpass

Password Entry for R, Git, and SSH

MLOps and Admin

available

Check if a package name is available to use

144

Best Practices

backports

Reimplementations of Functions Introduced Since R-3.0.0

Best Practices

bench

High Precision Timing of R Expressions

255

MLOps and Admin Visualization

beyond-dashboard-fatigue

Materials for the RStudio webinar ‘Beyond Dashboard Fatigue’

Best Practices Interactive Apps Publishing Visualization

bigdataclass

Two-day workshop that covers how to use R to interact databases and Spark

115

Community Data Wrangling MLOps and Admin

bigrquery

An interface to Google’s BigQuery from R

528

Data Wrangling

bit64

An R package with an S3 Class for Vectors of 64bit Integers

Data Wrangling

blastula

Easily send great-looking HTML email messages from R

570

MLOps and Admin Publishing

blob

A simple S3 class for representing BLOBs

Best Practices Data Wrangling

blogdown

Create Blogs and Websites with R Markdown

1.8k

Community Publishing Visualization

bonsai

parsnip wrappers for tree-based models

Community Machine Learning

bookdown

Authoring Books and Technical Documents with R Markdown

4.1k

Data Wrangling Interactive Apps Publishing

bookdown-demo

A minimal book example using bookdown

532

Best Practices Publishing

bookdown.org

Source documents to generate the bookdown.org website

Community Publishing

brand-yml

Unified branding with a single YAML file

101

Interactive Apps Publishing Visualization

brio

Basic R Input Output

MLOps and Admin

broom

Convert statistical analysis objects from R into tidy format

1.5k

Data Wrangling Machine Learning Visualization Tidyverse

brulee

High-Level Modeling Functions with ’torch'

Artificial Intelligence Data Wrangling Machine Learning

bslib

Tools for theming Shiny and R Markdown via Bootstrap 3, 4, or 5

557

Best Practices Interactive Apps Publishing

btw

A complete toolkit for connecting R and LLMs

120

Artificial Intelligence Interactive Apps Ai

bundle

Prepare objects for serialization with a consistent interface

Machine Learning

butcher

Reduce the size of model objects saved to disk

138

MLOps and Admin Machine Learning

cachem

Key-value caches for R

MLOps and Admin

callr

Call R from R

303

MLOps and Admin

carrier

Create standalone functions for remote execution

MLOps and Admin

censored

Parsnip wrappers for survival models

123

Machine Learning

chatlas

Your friendly guide to building LLM chat apps in Python with less effort and more clarity

159

Artificial Intelligence Ai

chattr

246

cheatsheets

Posit Cheat Sheets - Can also be found at https://posit.co/resources/cheatsheets/

6.4k

Best Practices Community

chromote

Chrome Remote Interface for R

178

Best Practices Data Wrangling

cli

Tools for making beautiful & useful command line interfaces

706

Best Practices Data Wrangling Tidyverse

cliapp

Rich Command Line Applications

Best Practices Data Wrangling

clisymbols

Unicode symbols for CLI applications, with fallbacks

MLOps and Admin

clock

A Date-Time Library for R

110

Data Wrangling

cloudml

R interface to Google Cloud Machine Learning Engine

Artificial Intelligence MLOps and Admin Machine Learning

code-review

Best Practices Data Wrangling Machine Learning

commonmark

High Performance CommonMark and Github Markdown Rendering in R

101

Publishing

concept-maps

Concept maps for all things data science

166

Community Data Wrangling Publishing

config

config package for R

263

Best Practices Data Wrangling

conflicted

An alternative conflict resolution strategy for R

254

Data Wrangling Tidyverse

connectapi

An R package for interacting with the Posit Connect server API

Best Practices MLOps and Admin Publishing

connections

https://rstudio.github.io/connections/

Best Practices Data Wrangling

coro

Coroutines for R

180

MLOps and Admin

corrr

Explore correlations in R

591

Data Wrangling Machine Learning Visualization

covr

Test coverage reports for R

345

Best Practices Publishing

cpp11

cpp11 helps you to interact with R objects using C++ code

225

Best Practices

cranwhales

Interactive Apps Visualization

crayon

️ R package for colored terminal output — now superseded by cli

323

Visualization

credentials

Tools for Managing SSH and Git Credentials

Best Practices

crosstalk

Inter-htmlwidget communication for R (with and without Shiny)

296

Interactive Apps Visualization

datascience-box

Data Science Course in a Box

Community

DBI

A database interface (DBI) definition for communication between R and RDBMSs

317

Data Wrangling

dbi3

DBI revisited

Data Wrangling Interactive Apps

dbplyr

Database (DBI) backend for dplyr

507

Data Wrangling Tidyverse

debugme

Easy and efficient debugging for R packages

153

MLOps and Admin

desc

Manipulate DESCRIPTION files

125

Best Practices

design

Tidyverse design principles

229

Best Practices Data Wrangling

devtools

Tools to make an R developer’s life easier

2.5k

Best Practices

dials

Tools for creating tuning parameter values

116

Machine Learning

diffviewer

HTML widget to visually compare files

Best Practices Interactive Apps Visualization

discrim

Wrappers for discriminant analysis and naive Bayes models for use with the parsnip package

Data Wrangling Machine Learning

distill

Distill for R Markdown

424

Best Practices Interactive Apps Publishing Visualization

downlit

Syntax Highlighting and Automatic Linking

Publishing

dplyr

dplyr: A grammar of data manipulation

Data Wrangling Tidyverse

dsbox

Companion R package to Data Science Course in a Box

Community Interactive Apps

DT

R Interface to the jQuery Plug-in DataTables

621

Best Practices Interactive Apps Publishing Visualization

dtplyr

Data table backend for dplyr

674

Data Wrangling Tidyverse

duckplyr

A drop-in replacement for dplyr, powered by DuckDB for speed

388

Data Wrangling

dygraphs

R interface to dygraphs

366

Interactive Apps Publishing Visualization

education.rstudio.com

Community MLOps and Admin Publishing

ellipsis

Tools for Working with..

139

MLOps and Admin

ellmer

Call LLM APIs from R

601

Artificial Intelligence Interactive Apps Ai

embed

Extra recipes for predictor embeddings

145

Artificial Intelligence Data Wrangling Machine Learning

evaluate

A version of eval for R that returns more information about what happened

139

Best Practices Publishing

fastmap

Fast map implementation for R

135

MLOps and Admin

filelock

Cross platform file locking in R

MLOps and Admin

finetune

Additional functions for model tuning

Best Practices Machine Learning

flexdashboard

Easy interactive dashboards for R

845

Interactive Apps Publishing Visualization

fontawesome

Easily insert FontAwesome icons into R Markdown docs and Shiny apps

300

Interactive Apps Publishing Visualization

forcats

: tools for working with categorical variables (factors)

557

Data Wrangling Visualization Tidyverse

fs

Provide cross platform file operations based on libuv

382

Data Wrangling

funs

Collection of low-level functions for working with vctrs

Data Wrangling

gargle

Infrastructure for calling Google APIs from R, including auth

113

Best Practices Data Wrangling

generics

Common generic methods

Best Practices

gert

Simple git client for R

162

MLOps and Admin

ggbot2

Artificial Intelligence Visualization

ggplot2

An implementation of the Grammar of Graphics in R

6.9k

Visualization Tidyverse Data Visualization

ggsql

A SQL extension for declarative data visualisation based on the Grammar of Graphics

471

Best Practices Data Wrangling Visualization

gh

Minimalistic GitHub API client in R

231

MLOps and Admin

glue

Glue strings to data in R. Small, fast, dependency free interpreted string literals

747

Best Practices Data Wrangling

gmailr

Access the Gmail RESTful API from R

237

Data Wrangling

googledrive

Google Drive R API

342

Data Wrangling Tidyverse

googlesheets4

Google Spreadsheets R API (reboot of the googlesheets package)

373

Data Wrangling Tidyverse

gradethis

Tools for teachers to use with learnr

164

Best Practices Community Interactive Apps

graphframes

R Interface for GraphFrames

MLOps and Admin

Great Docs

An easy-to-use documentation site generator for Python packages

145

Python

Great Tables

Make awesome display tables using Python

2.7k

Best Practices Publishing Visualization

gridlayout

Package for setting up CSS grid layouts in Shiny apps or RMarkdown documents

Interactive Apps Publishing

gt

Easily generate information-rich, publication-quality tables from R

2.1k

Publishing Visualization

gt-extras

A Collection of Helper Functions for the great-tables Package

101

Best Practices Visualization

gtable

The layout packages that powers ggplot2

Visualization

hardhat

Construct Modeling Packages

108

Best Practices Machine Learning

haven

Read SPSS, Stata and SAS files from R

451

Data Wrangling Tidyverse

helm

Helm Resources for Posit Products

MLOps and Admin Visualization

here

A simpler way to find your files

433

MLOps and Admin

hex-stickers

RStudio hex stickers

513

Artificial Intelligence Community Data Wrangling Interactive Apps

hms

A simple class for storing time-of-day values

142

Data Wrangling Tidyverse

htmltools

Tools for HTML generation and output

221

Best Practices Interactive Apps Publishing

httpuv

HTTP and WebSocket server package for R

250

Interactive Apps

httr

httr: a friendly http package for R

982

Data Wrangling Tidyverse

httr2

Make HTTP requests and process their responses. A modern reimagining of httr

262

Data Wrangling

hugo-graphite

A Hugo theme for teams

Data Wrangling

hugodown

Make websites with hugo and RMarkdown

163

MLOps and Admin Publishing

infer

An R package for tidyverse-friendly statistical inference

788

Community Data Wrangling Machine Learning Visualization

Intro

Course materials for “Introduction to Data Science with R”, a video course by RStudio and O’Reilly Media

237

Best Practices Community

isoband

isoband: An R package to generate contour lines and polygons

132

Visualization

itdepends

133

Visualization

jose

Javascript Object Signing and Encryption for R

Data Wrangling

keras-customer-churn

Customer Churn Shiny Application

Artificial Intelligence Interactive Apps Machine Learning

keras3

R Interface to Keras

855

Artificial Intelligence Machine Learning

keyring

:closed_lock_with_key: Access the system credential store from R

203

MLOps and Admin

later

Schedule an R function or formula to run after a specified period of time

150

MLOps and Admin

leaflet

R Interface to Leaflet Maps

839

Interactive Apps Publishing Visualization

leaflet.mapboxgl

Extends the R Leaflet package with a Mapbox GL JS plugin to allow easy drawing of vector tile layers

Best Practices Visualization

learnr

Interactive Tutorials with R Markdown

733

Community Interactive Apps Publishing

learntidymodels

Learn tidymodels with interactive learnr primers

Community Interactive Apps Machine Learning

lifecycle

Manage the life cycle of your exported functions and arguments

Best Practices Data Wrangling

lime

Local Interpretable Model-Agnostic Explanations (R port of original Python package)

492

Interactive Apps Machine Learning Visualization

lintr

Static Code Analysis for R

1.3k

Best Practices

liteq

Serverless R message queue using SQLite

Data Wrangling

lobstr

Understanding complex R objects with tools similar to str()

314

Visualization

log4r

A fast & lightweight approach to logging in R based on the widely-emulated Apache Log4j project

100

MLOps and Admin

lubridate

Make working with dates in R just that little bit easier

791

Data Wrangling Tidyverse

luz

Higher Level API for torch

100

magrittr

Improve the readability of R code with the pipe

970

MLOps and Admin Tidyverse

mall

Run multiple LLM predictions against a data frame with R and Python

122

markdown

The first generation of Markdown rendering for R (born in 2012), based on commonmark. Note that this package is markdown, not rmarkdown

Best Practices Publishing

marquee

Markdown Parser and Renderer for R Graphics

Best Practices Publishing Visualization

master-the-tidyverse

Course contents for Master the Tidyverse

161

Community Data Wrangling Machine Learning Visualization

mcptools

Model Context Protocol For R

174

Artificial Intelligence Ai

meltr

Read Non-Rectangular Text Data

Data Wrangling

memoise

Easy memoisation for R

321

MLOps and Admin

miniUI

108

Best Practices Interactive Apps

mirai

Minimalist Async Evaluation Framework for R

322

Artificial Intelligence Data Wrangling Interactive Apps Machine Learning

mockery

A mocking library for R

104

Best Practices

model-implementation-principles

recommendations for creating R modeling packages

Best Practices

modeldb

Run models inside a database using R

Data Wrangling Machine Learning

modelr

Helper functions for modelling

399

Community Data Wrangling Machine Learning Tidyverse

mori

Shared Memory for R Objects

Best Practices

multidplyr

A dplyr backend that partitions a data frame over multiple processes

649

Data Wrangling

multilevelmod

Parsnip wrappers for mixed-level and hierarchical models

Machine Learning

nanonext

R binding for NNG (Nanomsg Next Gen)

Interactive Apps

nanoparquet

R package to read and write Parquet files

Data Wrangling

nomnoml

Sassy ‘UML’ Diagrams for R

222

Data Wrangling Publishing Visualization

nycflights13

An R data package containing all out-bound flights from NYC in 2013 + useful metdata

133

Community Data Wrangling

odbc

Connect to ODBC databases (using the DBI interface)

414

Data Wrangling MLOps and Admin

open-source-website

Posit Open Source Website

Publishing

orbital

Turn SciKitLearn pipelines into SQL

117

Data Wrangling MLOps and Admin Machine Learning

packrat

Packrat is a dependency management system for R

408

Best Practices

pagedown

Paginate the HTML Output of R Markdown with CSS for Print

922

Publishing

pak

A fresh approach to package installation

805

Best Practices Visualization

parsnip

A tidy unified interface to models

651

Machine Learning

pillar

Format columns with colour

182

Best Practices Data Wrangling Tidyverse

pingr

ICMP and TCP ping and related tools

MLOps and Admin

pins-python

Data Wrangling MLOps and Admin Publishing

pins-r

Pin, discover, and share resources

334

Data Wrangling MLOps and Admin Publishing

pkgapi

Create a map of functions for an R package - WORK IN PROGRESS!

Best Practices Visualization

pkgbuild

Find tools needed to build R packages

Best Practices

pkgconfig

Private configuration for R packages

MLOps and Admin

pkgdepends

R Package Dependency Resolution

132

MLOps and Admin

pkgdown

Generate static html documentation for an R package

770

Publishing

pkgload

Simulate installing and loading a package

Best Practices

planning

Documents to plan and discuss future development

Publishing

plotnine

A Grammar of Graphics for Python

4.5k

Visualization

plumber

Turn your R code into a web API

1.4k

Best Practices Interactive Apps MLOps and Admin Visualization

plumber2

Easy and Powerful Webservers in R

115

Best Practices Interactive Apps MLOps and Admin

plumbertableau

R package for creating Plumber APIs that function as Tableau Analytics Extensions

Best Practices Interactive Apps MLOps and Admin Publishing

pointblank

Data validation toolkit for assessing and monitoring data quality

433

Best Practices Data Wrangling Publishing

pool

Object Pooling in R

254

Data Wrangling Interactive Apps

Positron

Positron, a next-generation data science IDE

4.1k

Best Practices Interactive Apps

prettycode

Syntax highlight R code in the terminal

106

Best Practices

prettyunits

Pretty, human readable formatting of quantities

134

MLOps and Admin

probably

Tools for post-processing class probability estimates

121

Machine Learning

processx

Execute and Control Subprocesses from R

243

MLOps and Admin

profvis

Visualize R profiling data

315

Best Practices Interactive Apps Visualization

progress

Progress bar in your R terminal

473

Data Wrangling

promises

A promise library for R

210

Data Wrangling Interactive Apps

ps

R package to query, list, manipulate system processes

MLOps and Admin

purrr

A functional programming toolkit for R

1.4k

Data Wrangling Tidyverse

py-shiny-templates

Templates for Shiny for Python

Interactive Apps MLOps and Admin Publishing

py-shinylive

Python package for deploying Shinylive applications

Interactive Apps MLOps and Admin Publishing

py-shinyswatch

Bootswatch themes for py-shiny

Best Practices Interactive Apps Visualization

py-shinywidgets

Render ipywidgets inside a PyShiny app

Best Practices Interactive Apps

py-yaml12

A modern YAML 1.2 parser and emitter for Python, written in Rust

Python Rust

python-tidytuesday

104

Community Data Wrangling Interactive Apps Visualization

Quarto

Open-source scientific and technical publishing system built on Pandoc

5.3k

Best Practices Publishing

querychat

Chat with your data in R and Python

190

Artificial Intelligence Data Wrangling Ai

r-builds

an opinionated environment for compiling R

117

Best Practices Interactive Apps MLOps and Admin

r-community-survey

This repo contains both the survey instruments, analysis documents, and data from the learning R survey

Community Publishing Visualization

r-docker

Docker images for R

139

Best Practices MLOps and Admin

r-manuals

A re-styled version of the R manuals

100

Best Practices Publishing

r-shinylive

227

Interactive Apps MLOps and Admin Publishing

r-system-requirements

System requirements for R packages

136

Best Practices

R-Websockets

HTML 5 Websockets implementation for R

Best Practices Interactive Apps

r2d3

R Interface to D3 Visualizations

525

Interactive Apps Publishing Visualization

R6

Encapsulated object-oriented programming for R

424

MLOps and Admin

ragg

Graphic Devices Based on AGG

180

Publishing Visualization Tidyverse

raghilda

A Python framework for building RAG (Retrieval-Augmented Generation) systems with smart chunking, hybrid retrieval, and multiple storage backends

ragnar

RAG in R

176

Artificial Intelligence Data Wrangling Publishing Ai

Rapp

Build CLI applications in R

137

Best Practices Interactive Apps

rappdirs

Find OS-specific directories to store data, caches, and logs. A port of python’s AppDirs

Best Practices

rcmdcheck

Run R CMD check from R and collect the results

122

Best Practices

reactlog

Shiny Reactivity Visualizer

131

Interactive Apps Visualization

readr

Read flat files (csv, tsv, fwf) into R

Data Wrangling Tidyverse

readxl

Read excel files (.xls and.xlsx) into R

751

Data Wrangling Tidyverse

recipes

Pipeable steps for feature engineering and data preprocessing to prepare for modeling

613

Data Wrangling Machine Learning

rematch2

Tidy output from regular expression matches

Data Wrangling

remotes

Install R packages from GitHub, GitLab, Bitbucket, git, svn repositories, URLs

357

Best Practices

renv

renv: Project environments for R

1.1k

Best Practices

reprex

Render bits of R code for sharing, e.g., on GitHub or StackOverflow

749

Best Practices Publishing Visualization Tidyverse

reticulate

R Interface to Python

1.7k

Best Practices Publishing

revdepcheck

R package reverse dependency checking

104

Best Practices

revealjs

R Markdown Format for reveal.js Presentations

329

Publishing Visualization

rex

Friendly regular expressions for R

335

MLOps and Admin

rig

The R Installation Manager

933

Best Practices

rlang

Low-level API for programming with R

570

Best Practices Data Wrangling Visualization Tidyverse

RMariaDB

An R interface to MariaDB

137

Data Wrangling

rmarkdown

Dynamic Documents for R

Best Practices Publishing

rmarkdown-book

R Markdown: The Definitive Guide (published by Chapman & Hall/CRC in July 2018)

799

Best Practices Publishing

rmarkdown-cookbook

R Markdown Cookbook. A range of tips and tricks to make better use of R Markdown

613

Best Practices Publishing

rmarkdown-website

Publishing

rmarkdown-website-examples

Examples of R Markdown Websites

Publishing

RMySQL

Legacy DBI interface for MySQL

209

Data Wrangling

roxygen2

Generate R package documentation from inline R comments

647

Best Practices

roxygen2md

Convert elements of roxygen documentation to markdown

Best Practices Publishing

RPostgres

A DBI-compliant interface to PostgreSQL

337

Data Wrangling

rprojroot

Finding files in project subdirectories

150

Best Practices

rray

Simple Arrays

128

Data Wrangling

rsample

Classes and functions to create and summarize resampling objects

340

Data Wrangling Machine Learning

rsconnect

Publish Shiny Applications, RMarkdown Documents, Jupyter Notebooks, Plumber APIs, and more

145

Best Practices Interactive Apps MLOps and Admin Publishing

rsconnect-python

The Posit Connect command-line interface

Best Practices Interactive Apps MLOps and Admin Publishing

rscrypt

scrypt cryptographic functions for R

MLOps and Admin

RSQLite

R interface for SQLite

336

Data Wrangling

RStartHere

A guide to some of the most useful R Packages that we know about

663

Best Practices Community Data Wrangling Machine Learning Visualization

rstudio

RStudio is an integrated development environment (IDE) for R

MLOps and Admin Visualization

rstudio-conf

Materials for rstudio::conf

750

Best Practices Community Data Wrangling Interactive Apps Machine Learning Visualization

rstudio-conf-2022-program

rstudio::conf(2022, “program”)

Community Data Wrangling Interactive Apps Machine Learning Publishing

rstudio-docker-products

Docker images for RStudio Professional Products

Best Practices MLOps and Admin

rstudioapi

Safely access RStudio’s API (when available)

174

Best Practices Tidyverse

rticles

LaTeX Journal Article Templates for R Markdown

1.5k

Best Practices Community Publishing

rules

parsnip extension for rule-based models

Machine Learning

rvest

Simple web scraping for R

1.5k

Data Wrangling Tidyverse

sass

Sass compiler package for R

101

Best Practices Interactive Apps

scales

Tools for ggplot2 scales

446

Visualization

sessioninfo

Print Session Information

Best Practices

Shiny

Easy interactive web applications with R

5.6k

Best Practices Interactive Apps Publishing Visualization

Shiny for Python

Easy interactive web applications with Python

1.7k

Interactive Apps MLOps and Admin Visualization

shiny-assistant

Chat assistant for Shiny

Artificial Intelligence Community Interactive Apps

shiny-examples

Community Interactive Apps

shiny-gallery

Code and other documentation for apps in the Shiny Gallery

155

Community Interactive Apps

shiny-incubator

Examples and ideas that don’t belong in the core Shiny package and aren’t officially supported

Best Practices Interactive Apps

shiny-server

Host Shiny applications over the web

758

Interactive Apps MLOps and Admin

shiny-vscode

Shiny VS Code Extension

Interactive Apps MLOps and Admin

shinyapps

Deploy Shiny applications to ShinyApps

112

Interactive Apps MLOps and Admin

shinyapps-package-dependencies

Collection of bash scripts that install R package system dependencies

Interactive Apps MLOps and Admin

shinychat

Chat UI component for Shiny

131

Artificial Intelligence Best Practices Interactive Apps Ai

shinycoreci

Application-level automated tests for Shiny

Best Practices Interactive Apps MLOps and Admin

shinycoreci-apps

SUPERSEDED - Apps for Shiny continuous integration testing

Best Practices Interactive Apps MLOps and Admin

shinydashboard

Shiny Dashboarding framework

921

Best Practices Interactive Apps Visualization

ShinyDeveloperConference

Materials collected from the First Shiny Developer Conference Palo Alto, CA January 30-31 2016

152

Interactive Apps

shinylive

Run Shiny on Python and R (compiled to wasm) in the browser

247

Best Practices Interactive Apps MLOps and Admin

shinyloadtest

Tools for load testing Shiny applications

112

Best Practices Interactive Apps MLOps and Admin

shinymeta

Record and expose Shiny app logic using metaprogramming

227

Best Practices Interactive Apps Publishing

shinymodels

Interactive Apps Machine Learning Visualization

shinytableau

Extend Tableau dashboards using Shiny

Best Practices Interactive Apps Visualization

shinytest

Automated testing for shiny apps

224

Best Practices Interactive Apps Machine Learning

shinytest2

121

Best Practices Interactive Apps Machine Learning

shinythemes

Themes for Shiny

159

Best Practices Interactive Apps

shinyuieditor

A GUI for laying out a Shiny application that generates clean and human-readable UI code

227

Best Practices Interactive Apps

shinyvalidate

Input validation package for the Shiny web framework

115

Best Practices Interactive Apps

skills

A collection of Claude Skills from Posit

358

Artificial Intelligence Best Practices Interactive Apps Publishing

slider

Sliding Window Functions

315

Data Wrangling Machine Learning

sloop

S language OOP ️

104

Best Practices

sodium

R bindings to libsodium

MLOps and Admin

sortable

R htmlwidget for Sortable.js

136

Community Interactive Apps Machine Learning Publishing

sparkapi

Sparklyr Extensions API

Best Practices

sparkDemos

Data Wrangling Publishing

sparklyr

R interface for Apache Spark

969

sparkxgb

R interface for XGBoost on Spark

Data Wrangling Machine Learning

spatialsample

Create and summarize spatial resampling objects

Data Wrangling Machine Learning Visualization

stacks

An R package for tidy stacked ensemble modeling

302

Machine Learning

stringr

A fresh approach to string manipulation in R

661

Data Wrangling Tidyverse

style

The tidyverse style guide for R code

356

Best Practices Data Wrangling Publishing

styler

Non-invasive pretty printing of R code

773

Best Practices Data Wrangling

supported-by-posit

Add a “Supported by Posit” badge to a package website

Data Wrangling Publishing

svglite

A lightweight svg graphics device for R

199

Interactive Apps Visualization

swagger

Swagger is a collection of HTML, Javascript, and CSS assets that dynamically generate beautiful documentation from a Swagger-compliant API

Best Practices Interactive Apps

systemfonts

System Native Font Handling in R

Best Practices Visualization

tabnet

An R implementation of TabNet

117

tensorflow

TensorFlow for R

1.3k

Artificial Intelligence

testthat

An R to make testing

926

Best Practices

textrecipes

Extra recipes for Text Processing

164

Best Practices Data Wrangling Machine Learning

tfdatasets

R interface to TensorFlow Datasets API

Artificial Intelligence Data Wrangling Machine Learning

tfestimators

R interface to TensorFlow Estimators

Artificial Intelligence MLOps and Admin Machine Learning

tfprobability

R interface to TensorFlow Probability

Artificial Intelligence Machine Learning

tfruns

Track, Visualize, and Manage TensorFlow Training Runs

Artificial Intelligence Machine Learning Visualization

thematic

Theme ggplot2, lattice, and base graphics based on a few simple settings

253

Interactive Apps Publishing Visualization

themis

Extra recipes steps for dealing with unbalanced data

143

Data Wrangling Machine Learning

tibble

A modern re-imagining of the data frame

744

Data Wrangling Tidyverse

tidy-dev-day

Tidyverse developer day

Best Practices Community Data Wrangling

tidyclust

A tidy unified interface to clustering models

112

Machine Learning

tidymodels

Easily install and load the tidymodels packages

813

Data Wrangling Machine Learning

tidyposterior

Bayesian comparisons of models using resampled statistics

103

Data Wrangling Machine Learning

tidypredict

Run predictions inside the database

263

Data Wrangling MLOps and Admin Machine Learning

tidyr

Tidy Messy Data

1.4k

Data Wrangling Tidyverse

tidyselect

A backend for functions taking tidyverse selections

129

Best Practices Data Wrangling

tidytemplate

A pkgdown template for core tidyverse packages

Data Wrangling Machine Learning Publishing

tidyups

Data Wrangling MLOps and Admin

tidyverse

Easily install and load packages from the tidyverse

1.8k

Data Wrangling Visualization Tidyverse

tidyverse.org

Source of tidyverse.org

212

Data Wrangling Publishing

tidyversedashboard

Tidyverse activity dashboard

Data Wrangling Interactive Apps

tinytex

A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live

1.1k

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Windows/macOS/Linux binaries and installation methods of TinyTeX

378

Machine Learning Publishing

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Code and content for “Tidy Modeling with R”

625

Best Practices Data Wrangling MLOps and Admin Machine Learning

torch

R Interface to Torch

565

C++

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Tree-sitter grammar for R

140

MLOps and Admin

tufte

Tufte Styles for R Markdown Documents

429

Best Practices Publishing

tune

Tools for tidy parameter tuning

334

Data Wrangling Machine Learning

urlchecker

Run CRAN URL checks from older versions of R

Best Practices

usemodels

Boilerplate Code for tidymodels

Data Wrangling Machine Learning

usethis

Set up commonly used components

905

Best Practices

vctrs

Generic programming with typed R vectors

301

Best Practices Data Wrangling

vdiffr

Visual regression testing and graphical diffing with testthat

196

Best Practices Machine Learning Visualization

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Version, share, deploy, and monitor models

Artificial Intelligence MLOps and Admin Machine Learning

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Version, share, deploy, and monitor models

198

Artificial Intelligence Interactive Apps MLOps and Admin Machine Learning

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Large language model evaluation for R

Artificial Intelligence Best Practices Ai

vroom

Fast reading of delimited files

641

Data Wrangling

waldo

Find differences between R objects

301

Best Practices

watcher

Watch the File System for Changes

Interactive Apps

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WebDriver client in R

Best Practices Interactive Apps

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Fake web apps for HTTP testing R packages

Best Practices Interactive Apps

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Code and slides for RStudio webinars

1.5k

Publishing

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Take screenshots of web pages from R

124

Best Practices Interactive Apps

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WebSocket client for R

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178

Best Practices Visualization

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Modeling Workflows

210

Data Wrangling Machine Learning

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Create a collection of modeling workflows

Best Practices Data Wrangling Machine Learning

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Website and materials for tidymodels workshops

102

Best Practices Community Machine Learning Publishing

xml2

Bindings to libxml2

223

Data Wrangling Tidyverse

xopen

Open System Files, URLs, Anything

MLOps and Admin

yaml

R package for converting objects to and from YAML

169

Data Wrangling

yardstick

Tidy methods for measuring model performance

401

Data Wrangling Machine Learning Visualization

ymlthis

write YAML for R Markdown, bookdown, blogdown, and more

168

Publishing

zeallot

Variable assignment with zeal! (or multiple, unpacking, and destructuring assignment in R)

272

Data Wrangling

zip

Platform independent zip compression via miniz

MLOps and Admin

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