Software

Open source software

Explore 390 open-source projects from the Posit ecosystem

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Showing of

1.1k

actions

GitHub Actions for the R community

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

421

air

R formatter and language server

Best Practices Data Wrangling

102

aml-training

The most recent version of the Applied Machine Learning notes

Community Machine Learning

applicable

Quantify extrapolation of new samples given a training set

Machine Learning

148

Ark

Ark, an R kernel

Interactive Apps

245

asciicast

Turn R scripts into terminal screencasts

Publishing

askpass

Password Entry for R, Git, and SSH

MLOps and Admin

145

available

Check if a package name is available to use

Best Practices

backports

Reimplementations of Functions Introduced Since R-3.0.0

Best Practices

257

bench

High Precision Timing of R Expressions

MLOps and Admin Visualization

beyond-dashboard-fatigue

Materials for the RStudio webinar ‘Beyond Dashboard Fatigue’

Best Practices Interactive Apps Publishing Visualization

115

bigdataclass

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

Community Data Wrangling MLOps and Admin

530

bigrquery

An interface to Google’s BigQuery from R

Data Wrangling

biobouncer

Best way to validate gene symbols, ontology terms, variant formats, and other biological database IDs in apps and pipelines

Python R TypeScript

bioclients

Look up genes, variants and proteins from R. One consistent way to call gnomAD, ClinVar, UniProt, Ensembl and other biological databases, instead of writing a client for each one

biocohort

Keeps the subjects, samples, and analysis outputs of a genomics (or any omics) study in one validated R object

R Python

biohttp

HTTP layer for R clients of biological and other web services

bit64

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

Data Wrangling

570

blastula

Easily send great-looking HTML email messages from R

MLOps and Admin Publishing

blob

A simple S3 class for representing BLOBs

Best Practices Data Wrangling

1.8k

blogdown

Create Blogs and Websites with R Markdown

Community Publishing Visualization

bonsai

parsnip wrappers for tree-based models

Community Machine Learning

4.1k

bookdown

Authoring Books and Technical Documents with R Markdown

Data Wrangling Interactive Apps Publishing

532

bookdown-demo

A minimal book example using bookdown

Best Practices Publishing

bookdown.org

Source documents to generate the bookdown.org website

Community Publishing

101

brand-yml

Unified branding with a single YAML file

Interactive Apps Publishing Visualization

brio

Basic R Input Output

MLOps and Admin

1.5k

broom

Convert statistical analysis objects from R into tidy format

Data Wrangling Machine Learning Visualization Tidyverse

brulee

High-Level Modeling Functions with ’torch'

Artificial Intelligence Data Wrangling Machine Learning

557

bslib

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

Best Practices Interactive Apps Publishing

120

btw

A complete toolkit for connecting R and LLMs

Artificial Intelligence Interactive Apps Ai

bundle

Prepare objects for serialization with a consistent interface

Machine Learning

139

butcher

Reduce the size of model objects saved to disk

MLOps and Admin Machine Learning

cachem

Key-value caches for R

MLOps and Admin

304

callr

Call R from R

MLOps and Admin

carrier

Create standalone functions for remote execution

MLOps and Admin

125

censored

Parsnip wrappers for survival models

Machine Learning

159

chatlas

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

Artificial Intelligence Ai

249

chattr

6.4k

cheatsheets

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

Best Practices Community

178

chromote

Chrome Remote Interface for R

Best Practices Data Wrangling

726

cli

Tools for making beautiful & useful command line interfaces

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

110

clock

A Date-Time Library for R

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

102

commonmark

High Performance CommonMark and Github Markdown Rendering in R

Publishing

commons

AI Agents for Data Analysis

Artificial Intelligence Ai

166

concept-maps

Concept maps for all things data science

Community Data Wrangling Publishing

263

config

config package for R

Best Practices Data Wrangling

253

conflicted

An alternative conflict resolution strategy for R

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

184

coro

Coroutines for R

MLOps and Admin

592

corrr

Explore correlations in R

Data Wrangling Machine Learning Visualization

347

covr

Test coverage reports for R

Best Practices Publishing

224

cpp11

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

Best Practices

cranwhales

Interactive Apps Visualization

324

crayon

️ R package for colored terminal output — now superseded by cli

Visualization

credentials

Tools for Managing SSH and Git Credentials

Best Practices

296

crosstalk

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

Interactive Apps Visualization

cuda.ml

R interface for cuML

102

data-dict

Rust

datascience-box

Data Science Course in a Box

Community

323

DBI

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

Data Wrangling

dbi3

DBI revisited

Data Wrangling Interactive Apps

517

dbplyr

Database (DBI) backend for dplyr

Data Wrangling Tidyverse

153

debugme

Easy and efficient debugging for R packages

MLOps and Admin

126

desc

Manipulate DESCRIPTION files

Best Practices

231

design

Tidyverse design principles

Best Practices Data Wrangling

2.5k

devtools

Tools to make an R developer’s life easier

Best Practices

117

dials

Tools for creating tuning parameter values

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

424

distill

Distill for R Markdown

Best Practices Interactive Apps Publishing Visualization

downlit

Syntax Highlighting and Automatic Linking

Publishing

5.1k

dplyr

dplyr: A grammar of data manipulation

Data Wrangling Tidyverse

dsbox

Companion R package to Data Science Course in a Box

Community Interactive Apps

621

DT

R Interface to the jQuery Plug-in DataTables

Best Practices Interactive Apps Publishing Visualization

675

dtplyr

Data table backend for dplyr

Data Wrangling Tidyverse

396

duckplyr

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

Data Wrangling

366

dygraphs

R interface to dygraphs

Interactive Apps Publishing Visualization

education.rstudio.com

Community MLOps and Admin Publishing

139

ellipsis

Tools for Working with..

MLOps and Admin

612

ellmer

Call LLM APIs from R

Artificial Intelligence Interactive Apps Ai

146

embed

Extra recipes for predictor embeddings

Artificial Intelligence Data Wrangling Machine Learning

138

evaluate

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

Best Practices Publishing

135

fastmap

Fast map implementation for R

MLOps and Admin

filelock

Cross platform file locking in R

MLOps and Admin

finetune

Additional functions for model tuning

Best Practices Machine Learning

845

flexdashboard

Easy interactive dashboards for R

Interactive Apps Publishing Visualization

300

fontawesome

Easily insert FontAwesome icons into R Markdown docs and Shiny apps

Interactive Apps Publishing Visualization

557

forcats

: tools for working with categorical variables (factors)

Data Wrangling Visualization Tidyverse

384

fs

Provide cross platform file operations based on libuv

Data Wrangling

funs

Collection of low-level functions for working with vctrs

Data Wrangling

113

gargle

Infrastructure for calling Google APIs from R, including auth

Best Practices Data Wrangling

generics

Common generic methods

Best Practices

162

gert

Simple git client for R

MLOps and Admin

ggbot2

Artificial Intelligence Visualization

ggplot2

An implementation of the Grammar of Graphics in R

Visualization Tidyverse Data Visualization

471

ggsql

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

Best Practices Data Wrangling Visualization

232

gh

Minimalistic GitHub API client in R

MLOps and Admin

gitcreds

Query git credentials from R

750

glue

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

Best Practices Data Wrangling

237

gmailr

Access the Gmail RESTful API from R

Data Wrangling

346

googledrive

Google Drive R API

Data Wrangling Tidyverse

377

googlesheets4

Google Spreadsheets R API (reboot of the googlesheets package)

Data Wrangling Tidyverse

164

gradethis

Tools for teachers to use with learnr

Best Practices Community Interactive Apps

graphframes

R Interface for GraphFrames

MLOps and Admin

145

Great Docs

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

Python

2.7k

Great Tables

Make awesome display tables using Python

Best Practices Publishing Visualization

gridlayout

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

Interactive Apps Publishing

2.1k

gt

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

Publishing Visualization

101

gt-extras

A Collection of Helper Functions for the great-tables Package

Best Practices Visualization

gtable

The layout packages that powers ggplot2

Visualization

108

hardhat

Construct Modeling Packages

Best Practices Machine Learning

452

haven

Read SPSS, Stata and SAS files from R

Data Wrangling Tidyverse

helm

Helm Resources for Posit Products

MLOps and Admin Visualization

436

here

A simpler way to find your files

MLOps and Admin

513

hex-stickers

RStudio hex stickers

Artificial Intelligence Community Data Wrangling Interactive Apps

142

hms

A simple class for storing time-of-day values

Data Wrangling Tidyverse

221

htmltools

Tools for HTML generation and output

Best Practices Interactive Apps Publishing

250

httpuv

HTTP and WebSocket server package for R

Interactive Apps

981

httr

httr: a friendly http package for R

Data Wrangling Tidyverse

270

httr2

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

Data Wrangling

hugo-graphite

A Hugo theme for teams

Data Wrangling

163

hugodown

Make websites with hugo and RMarkdown

MLOps and Admin Publishing

795

infer

An R package for tidyverse-friendly statistical inference

Community Data Wrangling Machine Learning Visualization

237

Intro

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

Best Practices Community

ir

Rust

132

isoband

isoband: An R package to generate contour lines and polygons

Visualization

133

itdepends

Visualization

jose

Javascript Object Signing and Encryption for R

Data Wrangling

keras-customer-churn

Customer Churn Shiny Application

Artificial Intelligence Interactive Apps Machine Learning

855

keras3

R Interface to Keras

Artificial Intelligence Machine Learning

203

keyring

:closed_lock_with_key: Access the system credential store from R

MLOps and Admin

lang

Uses LLMs to translate R help docs on the fly

150

later

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

MLOps and Admin

839

leaflet

R Interface to Leaflet Maps

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

733

learnr

Interactive Tutorials with R Markdown

Community Interactive Apps Publishing

learntidymodels

Learn tidymodels with interactive learnr primers

Community Interactive Apps Machine Learning

libmizu

Lock-free shared memory IPC at thread speed in C11

libtorch-mac-m1

LibTorch builds for the M1 Macs

lifecycle

Manage the life cycle of your exported functions and arguments

Best Practices Data Wrangling

493

lime

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

Interactive Apps Machine Learning Visualization

1.3k

lintr

Static Code Analysis for R

Best Practices

liteq

Serverless R message queue using SQLite

Data Wrangling

314

lobstr

Understanding complex R objects with tools similar to str()

Visualization

101

log4r

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

MLOps and Admin

lorax

R functions and methods to extract elements of tree- and rule-based models

Machine Learning

803

lubridate

Make working with dates in R just that little bit easier

Data Wrangling Tidyverse

101

luz

Higher Level API for torch

971

magrittr

Improve the readability of R code with the pipe

MLOps and Admin Tidyverse

129

mall

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

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

161

master-the-tidyverse

Course contents for Master the Tidyverse

Community Data Wrangling Machine Learning Visualization

mcp-repl

Rust

174

mcptools

Model Context Protocol For R

Artificial Intelligence Ai

meltr

Read Non-Rectangular Text Data

Data Wrangling

321

memoise

Easy memoisation for R

MLOps and Admin

minhub

Minimal implementation of Deep Learning models

108

miniUI

Best Practices Interactive Apps

341

mirai

Minimalist Async Evaluation Framework for R

Artificial Intelligence Data Wrangling Interactive Apps Machine Learning

mizu

Async and parallel R at thread speed over shared memory

Data Wrangling Interactive Apps

104

mockery

A mocking library for R

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

399

modelr

Helper functions for modelling

Community Data Wrangling Machine Learning Tidyverse

144

mori

Shared Memory for R Objects

Best Practices

650

multidplyr

A dplyr backend that partitions a data frame over multiple processes

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

222

nomnoml

Sassy ‘UML’ Diagrams for R

Data Wrangling Publishing Visualization

133

nycflights13

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

Community Data Wrangling

416

odbc

Connect to ODBC databases (using the DBI interface)

Data Wrangling MLOps and Admin

open-source-website

Posit Open Source Website

Publishing

117

orbital

Turn SciKitLearn pipelines into SQL

Data Wrangling MLOps and Admin Machine Learning

408

packrat

Packrat is a dependency management system for R

Best Practices

922

pagedown

Paginate the HTML Output of R Markdown with CSS for Print

Publishing

821

pak

A fresh approach to package installation

Best Practices Visualization

659

parsnip

A tidy unified interface to models

Machine Learning

182

pillar

Format columns with colour

Best Practices Data Wrangling Tidyverse

pingr

ICMP and TCP ping and related tools

MLOps and Admin

pins-python

Data Wrangling MLOps and Admin Publishing

334

pins-r

Pin, discover, and share resources

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

pkgcache

Cache CRAN-like metadata and package files

pkgconfig

Private configuration for R packages

MLOps and Admin

135

pkgdepends

R Package Dependency Resolution

MLOps and Admin

775

pkgdown

Generate static html documentation for an R package

Publishing

pkgload

Simulate installing and loading a package

Best Practices

planning

Documents to plan and discuss future development

Publishing

4.5k

plotnine

A Grammar of Graphics for Python

Visualization

plotomics

GPU-accelerated bioinformatics visualization for R, Python and the web. Seventeen components, one TypeScript core

TypeScript R Python

1.4k

plumber

Turn your R code into a web API

Best Practices Interactive Apps MLOps and Admin Visualization

115

plumber2

Easy and Powerful Webservers in R

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

433

pointblank

Data validation toolkit for assessing and monitoring data quality

Best Practices Data Wrangling Publishing

254

pool

Object Pooling in R

Data Wrangling Interactive Apps

4.1k

Positron

Positron, a next-generation data science IDE

Best Practices Interactive Apps

106

prettycode

Syntax highlight R code in the terminal

Best Practices

134

prettyunits

Pretty, human readable formatting of quantities

MLOps and Admin

123

probably

Tools for post-processing class probability estimates

Machine Learning

247

processx

Execute and Control Subprocesses from R

MLOps and Admin

314

profvis

Visualize R profiling data

Best Practices Interactive Apps Visualization

474

progress

Progress bar in your R terminal

Data Wrangling

210

promises

A promise library for R

Data Wrangling Interactive Apps

ps

R package to query, list, manipulate system processes

MLOps and Admin

1.4k

purrr

A functional programming toolkit for R

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

pymizu

Async and parallel Python at thread speed over shared memory

Data Wrangling Interactive Apps

104

python-tidytuesday

Community Data Wrangling Interactive Apps Visualization

5.3k

Quarto

Open-source scientific and technical publishing system built on Pandoc

Best Practices Publishing

190

querychat

Chat with your data in R and Python

Artificial Intelligence Data Wrangling Ai

117

r-builds

an opinionated environment for compiling R

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

139

r-docker

Docker images for R

Best Practices MLOps and Admin

100

r-manuals

A re-styled version of the R manuals

Best Practices Publishing

227

r-shinylive

Interactive Apps MLOps and Admin Publishing

136

r-system-requirements

System requirements for R packages

Best Practices

R-Websockets

HTML 5 Websockets implementation for R

Best Practices Interactive Apps

525

r2d3

R Interface to D3 Visualizations

Interactive Apps Publishing Visualization

425

R6

Encapsulated object-oriented programming for R

MLOps and Admin

184

ragg

Graphic Devices Based on AGG

Publishing Visualization Tidyverse

raghilda

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

189

ragnar

RAG in R

Artificial Intelligence Data Wrangling Publishing Ai

146

Rapp

Build CLI applications in R

Best Practices Interactive Apps

rappdirs

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

Best Practices

123

rcmdcheck

Run R CMD check from R and collect the results

Best Practices

131

reactlog

Shiny Reactivity Visualizer

Interactive Apps Visualization

readr

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

Data Wrangling Tidyverse

753

readxl

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

Data Wrangling Tidyverse

621

recipes

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

Data Wrangling Machine Learning

rematch2

Tidy output from regular expression matches

Data Wrangling

355

remotes

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

Best Practices

1.1k

renv

renv: Project environments for R

Best Practices

754

reprex

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

Best Practices Publishing Visualization Tidyverse

1.7k

reticulate

R Interface to Python

Best Practices Publishing

105

revdepcheck

R package reverse dependency checking

Best Practices

329

revealjs

R Markdown Format for reveal.js Presentations

Publishing Visualization

335

rex

Friendly regular expressions for R

MLOps and Admin

993

rig

The R Installation Manager

Best Practices

586

rlang

Low-level API for programming with R

Best Practices Data Wrangling Visualization Tidyverse

137

RMariaDB

An R interface to MariaDB

Data Wrangling

rmarkdown

Dynamic Documents for R

Best Practices Publishing

799

rmarkdown-book

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

Best Practices Publishing

613

rmarkdown-cookbook

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

Best Practices Publishing

rmarkdown-website

Publishing

rmarkdown-website-examples

Examples of R Markdown Websites

Publishing

209

RMySQL

Legacy DBI interface for MySQL

Data Wrangling

664

roxygen2

Generate R package documentation from inline R comments

Best Practices

roxygen2md

Convert elements of roxygen documentation to markdown

Best Practices Publishing

343

RPostgres

A DBI-compliant interface to PostgreSQL

Data Wrangling

149

rprojroot

Finding files in project subdirectories

Best Practices

128

rray

Simple Arrays

Data Wrangling

343

rsample

Classes and functions to create and summarize resampling objects

Data Wrangling Machine Learning

145

rsconnect

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

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

341

RSQLite

R interface for SQLite

Data Wrangling

663

RStartHere

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

Best Practices Community Data Wrangling Machine Learning Visualization

rstudio

RStudio is an integrated development environment (IDE) for R

MLOps and Admin Visualization

750

rstudio-conf

Materials for rstudio::conf

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

174

rstudioapi

Safely access RStudio’s API (when available)

Best Practices Tidyverse

1.5k

rticles

LaTeX Journal Article Templates for R Markdown

Best Practices Community Publishing

rules

parsnip extension for rule-based models

Machine Learning

1.5k

rvest

Simple web scraping for R

Data Wrangling Tidyverse

101

sass

Sass compiler package for R

Best Practices Interactive Apps

448

scales

Tools for ggplot2 scales

Visualization

sessioninfo

Print Session Information

Best Practices

5.6k

Shiny

Easy interactive web applications with R

Best Practices Interactive Apps Publishing Visualization

1.7k

Shiny for Python

Easy interactive web applications with Python

Interactive Apps MLOps and Admin Visualization

shiny-assistant

Chat assistant for Shiny

Artificial Intelligence Community Interactive Apps

shiny-examples

Community Interactive Apps

155

shiny-gallery

Code and other documentation for apps in the Shiny Gallery

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

758

shiny-server

Host Shiny applications over the web

Interactive Apps MLOps and Admin

shiny-vscode

Shiny VS Code Extension

Interactive Apps MLOps and Admin

112

shinyapps

Deploy Shiny applications to ShinyApps

Interactive Apps MLOps and Admin

shinyapps-package-dependencies

Collection of bash scripts that install R package system dependencies

Interactive Apps MLOps and Admin

131

shinychat

Chat UI component for Shiny

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

921

shinydashboard

Shiny Dashboarding framework

Best Practices Interactive Apps Visualization

152

ShinyDeveloperConference

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

Interactive Apps

247

shinylive

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

Best Practices Interactive Apps MLOps and Admin

112

shinyloadtest

Tools for load testing Shiny applications

Best Practices Interactive Apps MLOps and Admin

227

shinymeta

Record and expose Shiny app logic using metaprogramming

Best Practices Interactive Apps Publishing

shinymodels

Interactive Apps Machine Learning Visualization

shinyreact

Shiny UI infrastructure for React-based component rendering

TypeScript R Python

shinytableau

Extend Tableau dashboards using Shiny

Best Practices Interactive Apps Visualization

224

shinytest

Automated testing for shiny apps

Best Practices Interactive Apps Machine Learning

121

shinytest2

Best Practices Interactive Apps Machine Learning

159

shinythemes

Themes for Shiny

Best Practices Interactive Apps

227

shinyuieditor

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

Best Practices Interactive Apps

115

shinyvalidate

Input validation package for the Shiny web framework

Best Practices Interactive Apps

358

skills

A collection of Claude Skills from Posit

Artificial Intelligence Best Practices Interactive Apps Publishing

317

slider

Sliding Window Functions

Data Wrangling Machine Learning

104

sloop

S language OOP ️

Best Practices

sodium

R bindings to libsodium

MLOps and Admin

136

sortable

R htmlwidget for Sortable.js

Community Interactive Apps Machine Learning Publishing

sparkapi

Sparklyr Extensions API

Best Practices

sparkDemos

Data Wrangling Publishing

971

sparklyr

R interface for Apache Spark

sparkxgb

R interface for XGBoost on Spark

Data Wrangling Machine Learning

spatialsample

Create and summarize spatial resampling objects

Data Wrangling Machine Learning Visualization

302

stacks

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