Awesome Shiny Extensions
A curated list of awesome R and Python packages offering extended UI or
server components to the web framework Shiny.
Your contribution is welcomed. Please create a pull request or issue to
add packages to the list.
Contents
Theming
An awesome Shiny app often looks different from the default Bootstrap theme.
Generic Theming
Dashboard Theming
Mobile Theming
-
miniUI - Widgets and layouts for Shiny apps working on small screens. Designed for creating Shiny Gadgets.
-
shinyMobile - Theming Shiny apps with Framework7, a full featured HTML framework for building iOS & Android apps.
Theme Customization
-
bslib - Tools for theming Shiny and R Markdown from R via Bootstrap (3 or 4) Sass.
-
fresh - Create fresh themes for use in shiny & shinydashboard applications and flexdashboard documents.
-
Rnightly - An R wrapper of the JavaScript library Nightly.
-
linne - Write CSS in R.
-
designer - Shiny UI prototype builder allowing drag and drop UI components before saving the equivalent R code.
UI Components
Frontend UI components for special input/output types.
Bootstrap
-
ShinyWidgets - Bootstrap 3 custom widgets for Shiny (switches, checkboxes, sweet alerts, slider text, knob inputs, select pickers, search bar, dropdown buttons).
-
bsplus - Bootstrap 3 addons for Shiny and R Markdown (collapsible elements, accordion panels, accordion-sidebar sets, tooltips, popovers, modals, carousels).
-
shinyBS - Bootstrap 3 components for Shiny (alerts, tooltips, popovers, modals, collapsible panels, button upgrades).
-
slickR - Carousels for Shiny apps using slick.js.
-
shinyLP - Bootstrap 3 landing pages for Shiny apps.
-
shinypanels - Shiny layout with collapsible panels.
-
spsComps - Additional Bootstrap 3 custom UI components (gallery, panels, buttons, animation and more) and additional Shiny server components (exception catch, validation, etc.).
-
shinyTime - A timeInput widget for Shiny.
-
shinyDatetimePickers - Datetime pickers for Shiny.
-
shinyMatrix - Matrix input for Shiny.
-
shinyCleave - Customized text inputs (phone number, ZIP code, currency, credit card) based on Cleave.js.
-
shinySelect - A wrapper of the react-select library that supports grouped, sortable items with Font Awesome icons, KaTeX formulas, and Bootstrap tooltips.
-
regexSelect - Enable regular expression searches within a Shiny selectize object.
-
ShinyRatingInput - Star rating inputs for Shiny based on bootstrap-rating.
-
algo - Implements the Algolia Places address search auto completion menu on shiny text inputs.
-
shinyChakraSlider - Combined slider and number input for Shiny.
-
shinyMultiActionButton - A multi-action button for Shiny.
-
NestedMenu - Multi-level dropdown menu selection input.
-
codeModules - Shiny modules to import/manipulate/export tabular data, download plots/tables/widgets, and output code with syntax highlighting using highlight.js.
-
shiny-highlight-rmarkdown - R code and R Markdown code output syntax highlighting using highlight.js.
Loader
-
shinycssloaders - CSS loader animations for Shiny outputs.
-
shinycustomloader - Custom css/html or gif/image loaders for Shiny outputs.
-
shinybusy - Minimal busy indicator for Shiny apps.
-
shinydisconnect - Show a nice message when a Shiny app disconnects or errors.
-
waiter - Splash loading screens for Shiny.
-
sever - Customize Shiny's disconnected screen.
-
shiny-fcp-loader - Shiny app template with a loading screen that aims to minimize the time to First Contentful Paint (FCP).
-
shiny-loading-skeleton - Shiny app template with an animated, fully customizable skeleton loader.
Feedback / Alert / Notification
-
shinyFeedback - Display user feedback next to Shiny inputs.
-
shinyalert - Create pretty popup messages (modals) in Shiny apps.
-
shinytoastr - Notifications for Shiny apps, via toastr.
-
shinypop - Collection of notifications, confirm dialogs, and alerts for Shiny apps based on noty, notie, push.js, and notiflix.
-
shinyvalidate - Add input validation capabilities to Shiny.
-
awn - Awesome Notifications for Shiny.
-
rintrojs - Wrapper for Intro.js to create step-by-step introductions and clickable hints.
-
tippy - Wrapper for Tippy.js to add tooltips to R Markdown documents or Shiny apps.
-
cicerone - Create guided tours for Shiny apps using driver.js.
-
shinyhelper - Add Markdown help files to Shiny app elements.
-
scrollrevealR - Animate shiny elements when they scroll into view using the scrollrevealjs library.
-
faq - Accordion-based FAQ component with expand/collapse control.
-
flashCard - HTML widget for creating flippable flash cards.
-
prompter - Add tooltips in Shiny apps with 'hint.css'.
Clipboard
-
rclipboard - Wrapper for clipboard.js to create copy-to-clipboard buttons for Shiny apps.
Color Picker
-
colourpicker - A colour picker tool for Shiny.
-
gradientPickerD3 - Interactive color gradient picker based on jquery-gradient-picker.
-
gradientInput - Another approach at gradient colour picker, implemented using the
colourpicker
package.
Editor
-
shinyAce - Ace code editor bindings for Shiny.
-
shinyMonacoEditor - The Monaco Editor in Shiny.
-
shinyMCE - TinyMCE WYSIWYG editor bindings for Shiny.
-
sqlquery - HTML widget for writing SQL queries with autocompletion for SQL keywords and table/field names.
Table
-
DT - R interface to the DataTables library.
-
reactable - Interactive data tables for R, based on the React Table library and made with reactR.
-
reactablefmtr - Simplify the styling, formatting, and customization of tables made with reactable.
-
kableExtra - Construct complex table with
knitr::kable()
and pipes.
-
formattable - Table elements formatting and styling for R Markdown documents and Shiny apps.
-
flextable - Create tables for reporting with format and layout control.
-
gt - Generate information-rich, publication-quality tables.
-
rhandsontable - Create Excel-like editable tables in Shiny apps.
-
DTedit - Editable DataTables for Shiny apps.
-
dteditmod - A fork of DTedit with a modular implementation and more documentation.
-
texPreview - Preview and save images of rendered snippets of LaTeX in RStudio viewer, R Markdown and Shiny.
-
basictabler - Construct rich tables for output to HTML/Excel.
-
pivottabler - Create pivot tables in R.
-
pivta - R wrapper for WebDataRocks, an interactive pivot table component for data analysis.
-
excelR - R interface to the jExcel.js library.
-
RXSpreadsheet - R wrapper for the JavaScript canvas spreadsheet library x-spreadsheet.
Drawers
-
pushbar - Brings pushbar.js to Shiny. Create off-canvas sliding drawers for inputs, outputs, or any other content.
Drag and Drop
-
shinyDND - Create drag and drop elements in Shiny.
-
sortable - HTML widget for SortableJS that enables drag-and-drop behavior and reorderable elements.
-
dragulaR - R interface for the dragula JavaScript library for moving around elements in Shiny apps.
-
dndselectr - Drag-and-drop Shiny select input.
-
esquisse - Drag and drop inputs and visual builder for ggplot2.
Text
-
marker - Highlight text in Shiny with markjs.
Image / Audio / Video
-
shinysense - A series of shiny modules to help Shiny sense the world around it (draw, swipe cards, record images from a webcam, record audio, capture accelerometer data).
-
pixels - HTML widget and Shiny Gadget to render and draw pixels.
-
fabricerin - Create HTML5 canvas in Shiny and R Markdown documents based on Fabric.js.
-
heyshiny - Speech to text input.
-
vembedr - Embed videos in R Markdown documents and Shiny apps.
-
webcamR - HTML widget wrapper around the react-webcam library.
-
drawer - A front-end only image editor for both Shiny and R Markdown.
-
shinyscreenshot - Capture screenshots of entire pages or parts of pages in Shiny apps.
PDF
-
rpdf - Mozilla pdf.js htmlwidget for R.
Icon Font
-
fontawesome - Insert FontAwesome icons into R Markdown documents and Shiny apps.
-
icongram - Interface to Icongram, easily fetch svg icons with a single function.
Image Comparison
-
vdiffr - Visual regression testing and graphical diffing, with toggle, slide, and diff widgets for comparing two images.
Code Diff
-
diffviewer - HTML widget to visually compare files (text, images, and data frames).
-
diffr - Create code diff widgets based on codediff.js.
-
diffRgit - Create an HTML git diff widget using the diff2html library.
-
jsondiff - R interface to jsondiffpatch for comparing R objects as JSONs.
Calendar
-
tuicalendr - HTML widget to create interactive calendars with JavaScript library tui-calendar.
Notebooks
Animation Effects
-
typedjs - R htmlwidget for animated typing effect with typed.js.
-
countup - R htmlwidget that animates a numerical value by counting to it with CountUp.js.
-
textillate - CSS3 text animations with textillate.js.
-
shinyglide - Create carousel-like or assistant-like (wizard) UI components with Glide.js.
-
d3rain - HTML widget bringing D3 drip to R.
-
hover - Add animations to Shiny button elements using Hover.css.
-
bubblyr - Add animated bubbles to Shiny and R Markdown backgrounds.
-
shinyEffects - Customize shiny apps with CSS effects (Zoom / Pulse / Shadow / Shake).
i18n
-
shiny.i18n - Easy internationalization of Shiny apps.
-
shi18ny - Tools for shiny apps internationalization.
React
-
reactR - Use React in R with htmlwidget constructor templates and local JavaScript dependencies.
-
shinyReactWidgets - React widgets for Shiny apps.
-
shiny.react - Tools for using React in Shiny.
Vue.js
-
vuer - Use Vue components and build Vue apps in R.
-
vueR - Use Vue.js in R with htmlwidget constructor templates and local JavaScript dependencies.
Advanced Interactivity
-
htmlwidgets - A framework for creating R bindings to JavaScript libraries.
-
crosstalk - Inter-widget interactivity (for example, linked brushing and filtering) for htmlwidgets.
-
shinyjs - Perform common JavaScript operations in Shiny apps.
-
shinyjqui - Add jQuery UI interactions and effects (e.g. draggable, resizable, sortable elements) to Shiny apps.
-
shiny.collections - Google Docs-like live collaboration in Shiny with RethinkDB.
-
shinyChatR - Reusable chat module for Shiny apps. Allows sending messages and view messages from other users. Messages can be stored in a database or a
.rds
file.
-
shinyCanvas - Create and customize an interactive canvas using the D3 JavaScript library and the htmlwidgets package.
-
shinymeta - Record and expose Shiny app logic using metaprogramming.
-
shinyscroll - Scroll to an element in Shiny.
-
pagemapR - Create a mini map for Shiny apps and R Markdown documents.
-
keys - Assign and listen to keyboard shortcuts in Shiny using the Mousetrap JavaScript library.
-
js4shiny - Companion package for 'JavaScript for Shiny Users' workshop, with components to enable using R Markdown for literate programming with JavaScript.
Visualization
Frontend components for interactive visualization of specific data types.
General-Purpose
-
plotly - Interactive web graphics via plotly.js. Has special support for linking/highlighting/filtering views.
-
highcharter - R wrapper for the highcharts JavaScript charting library.
-
rbokeh - R interface for Bokeh.
-
echarts4r - Interactive graphs with Echarts v4.
-
r2d3 - R interface to D3 visualizations.
-
vegalite - R ggplot2 bindings for Vega-Lite.
-
vegawidget - HTML widget renderer for Vega and Vega-Lite.
-
sketch - Creates static / animated / interactive visualizations embeddable in R Markdown documents and Shiny. Implements an R-to-JavaScript transpiler and enables users to write JavaScript applications using the syntax of R.
-
d3po - Fast and beautiful interactive visualization for R Markdown and Shiny. Acts as intermediate layer between Shiny and D3 by providing templates.
-
ggiraph - HTML widget that makes ggplot2 graphics interactive. Select graphical elements, add tooltips, animations, and JavaScript actions to the graphics.
-
rfrappe - HTML widget for the Frappe Charts JavaScript library.
-
tuichartr - HTML widget for tui-chart.
-
billboarder - HTML widget for billboard.js.
-
apexcharter - HTML widget for ApexCharts.js.
-
taucharts - HTML widget for Taucharts.
-
googleVis - R interface to Google Charts.
-
rroughviz - R warpper for roughViz.js, a JavaScript library for creating sketchy/hand-drawn styled charts.
-
rAmCharts4 - R interface to amCharts 4.
Scatterplot
-
scatterD3 - R scatterplot htmlwidget based on D3.js.
-
pairsD3 - D3 scatterplot matrices.
-
rthreejs - Interactive 3D scatterplots, networks, and globes based on three.js.
-
graph3d - R wrapper of the JavaScript library vis-graph3d.
-
hpackedbubble - Split packed bubble charts with highcharts.
Parallel Coordinates
-
parcoords - HTML widget for D3 parallel coordinates chart.
Time Series
-
dygraphs - R interface to the dygraphs JavaScript charting library.
-
metricsgraphics - An htmlwidget interface to the MetricsGraphics.js D3-based charting library.
-
timevis - Interactive timeline visualizations based on vis.js.
-
timelineschart - R interface to timelines-chart.
-
streamgraph - HTML widget for creating streamgraph visualizations in R.
-
eventdropR - HTML widget for EventDrops, time based and event series interactive visualization using D3.
Tree and Hierarchical Data
-
D3partitionR - D3-based interactive visualization of nested and hierarchical data (sunburst, treemap, circle treemap, icicle, and partition chart) for Shiny.
-
d3Tree - D3-based collapsible trees for Shiny.
-
collapsibleTree - D3-based interactive collapsible tree diagrams.
-
jsTree - R htmlwidget for inspecting heirachal structures with the jQuery jsTree plugin.
-
shinyTree - jsTree bindings for creating interactive trees in Shiny.
-
jsTreeR - A wrapper of the JavaScript library jsTree.
-
shinyCheckboxTree - Checkbox tree widget for Shiny. Wrapper of the JavaScript library react-checkbox-tree.
-
listviewer - View and modify lists interactively, based on jsoneditor and react-json-view.
-
trelliscopejs - Create interactive Trelliscope displays based on trelliscopejs-lib.
-
Rmarkmap - Create interactive mind maps with the markmap JavaScript library.
Network and Graph Data
-
networkD3 - Create D3 network, tree, dendrogram, and Sankey diagram from R.
-
visNetwork - Network visualization using vis.js.
-
sigmajs - Interface to the sigma.js graph visualization library, including animations, plugins, and Shiny widgets.
-
sigmaNet - Render igraph networks using sigma.js.
-
chorddiag - R interface to D3 interactive chord diagrams.
-
chordViz - Create interactive chord diagrams in R.
-
edgebundleR - Circular layout plots with bundled edges based on D3.
-
hiveD3 - D3-based hive plots. Tutorial for recreating the package.
-
grapher - An R integration of ngraph to create 3D and 2D interactive graphs.
-
shinyCyJS - Cytoscape.js R binding for Shiny.
-
cyjShiny - R/Shiny widget for Cytoscape.js.
Categorical Data
-
bar - Interactive one-dimensional proportions chart for representing categorical data.
Diagrams
-
DiagrammeR - Diagram, graph, and network visualization based on D3.js, viz.js, and mermaid.js.
-
nomnoml - R interface to nomnoml, a tool for drawing sassy UML diagrams based on syntax with customizable styling.
-
bpmn - R interface to the bpmn-js library.
Heatmap
-
d3heatmap - D3-based interactive heatmaps (highlight rows/columns, zoom in/out, clustering, dendrograms).
-
heatmaply - Interactive heatmaps using plotly.
-
rChartsCalmap - An htmlwidgets binding for calendar heatmaps using D3.
-
calheatmapR - R interface for the cal-heatmap JavaScript charting library to create calendar heatmaps.
-
nivocal - HTML widget for drawing calendar heatmaps based on nivo.
-
supercaliheatmapwidget - Supercalifragilistic HTML calendar heatmaps.
Maps and Spatial Data
-
leaflet - R interface to the Leaflet JavaScript library to create interactive maps.
-
leaflet.extras - Extra functionality for the leaflet package.
-
leaflet.extras2 - More plugins for the leaflet package.
-
leafgl - Performant WebGL rendering for leaflet.
-
leaflet.minicharts - Add and modify small charts on the interactive map created with the leaflet package.
-
leaflet.opacity - Opacity controls for Leaflet maps.
-
leaftime - Leaflet-timeline plugin for Leaflet to show changing geospatial data over time.
-
leafletCN - China and geojson choropleth maps for Leaflet.
-
leafletGeocoderRshiny - Leaflet + Pelias geocoding for Shiny.
-
leafdown - Provides drilldown functionality for leaflet choropleths.
-
mapdeck - Interactive maps using Mapbox GL and Deck.gl.
-
deckgl - R Interface to Deck.gl.
-
r2deck - R interface to Deck.gl and Mapbox GL visualizations.
-
h3r - Uber's H3 geographical indexing library bindings for R.
-
googleway - Access Google Maps API to retrieve data and draw maps.
-
mapview - Interactive viewing of spatial data.
-
mapedit - Interactive editing of spatial data.
-
tmap - Create thematic maps, such as choropleths and bubble maps.
-
datamaps - Create interactive choropleth maps with the JavaScript library Datamaps, add arcs and bubbles, change choropleth values, and change labels.
-
topogram - Cartogram htmlwidget for visualizing geographical data by distorting a TopoJSON topology using cartogram-chart.
-
rsquaire - R interface for squaire.js, a JavaScript library for making responsive equal-area square maps using D3.
-
hchinamap - Mapping China and its provinces with highcharts.
-
planetary - HTML widget for the planetary.js library for creating interactive globes.
-
gior - HTML widget for gio.js for declarative 3D globe data visualization.
-
quickglobe - View country data via a 3D D3 globe.
Sparkline
-
sparkline - jQuery Sparkline (tiny inline charts) HTML Widget for R. Use sparklines in DT.
-
reactrend - Simple, elegant spark lines and trend graphs based on react-trend.
-
peity - Peity htmlwidget for R.
-
dataui - Interactive visualizations of data-ui based on vx.
Word Cloud
-
wordcloud2 - Word cloud visualization based on wordcloud2.js.
-
hwordcloud - Render word clouds with highcharts.
-
d3wordcloud - HTML widget for D3.js word cloud layout.
Biological Data
-
igvR - R package providing interactive connections to igv.js running in a web browser.
-
igvShiny - HTML widget for igv.js, a JavaScript library for embeddable genomic visualization.
-
nglShiny - NGL Viewer as an htmlwidget for molecular visualization.
-
msaR - BioJS-based MSA (multiple sequence alignment) viewer.
-
TnT - Track-based visulizations based on the TnT JavaScript libraries. Useful for displaying genomic features as a simple genome browser.
-
mutsneedle - Interactive mutation lollipop diagrams.
-
g3viz - D3-based interactive lollipop plots.
-
BioCircos.R - Interactive circular visualization of genomic data using htmlwidgets and BioCircos.js.
-
chromoMap - Interactive visualization and mapping of human chromosomes.
-
ideogRam - HTML widget for chromosome visualization with ideogram.js.
-
flowDashboard - Shiny Modules for visualizing flow cytometry data.
-
qtlcharts - Interactive graphics for QTL experiments.
-
phylocanvas - Interactive phylogenetic trees using the Phylocanvas JavaScript library.
-
phylowidget - Interactive phylogenetic trees based on phylotree.js.
-
JBrowseR - R interface to the JBrowse 2 linear genome view.
-
safetyCharts - Charts for monitoring clinical trial safety.
Chemical Data
-
r3dmol - Visualizing molecular data in 3D, based on 3Dmol.js.
-
chemdoodle - HTML widget for visualizing and drawing molecules.
WebGL
-
rgl - Render WebGL scenes created with the rgl package (vignette).
-
rayshader - Create and visualize hillshaded maps from elevation matrices.
-
rayrender - Build and raytrace 3D scenes.
-
rayimage - Render depth of field for images.
Augmented and Virtual Reality
-
shinyaframe - WebVR data visualizations with Shiny and Mozilla A-Frame.
-
arframer - Augmented Reality in R based on AR.js.
Backend
Backend components and service integrations for Shiny apps.
Database
Persistent Data Storage
-
pins - Publish data sets, models, and other R objects to folders, Posit Connect, Amazon S3, and more.
API Frameworks
-
RestRserve - R web API framework for building high-performance and robust microservices and app backends.
-
plumber - Create web APIs by decorating R code with special comments.
-
valve - Create multi-threaded Plumber APIs powered by Rust's tokio and axum web frameworks.
-
opencpu - A system for embedded scientific computing and reproducible research with R.
URL Routing
-
shiny.router - Minimalistic URL router for Shiny apps.
-
shinyURL - Save and restore the state of a Shiny app by encoding the values of user inputs and active tab panels in the app's URL query string.
-
brochure - Create natively multi-page Shiny applications to serve content from multiple endpoints. See blog post on POST requests support.
-
scenes - Switch between alternative UIs based on request properties, such as cookies, paths, query parameters, or HTTP request method.
-
Accepting POST requests from Shiny - Undocumented feature for handling POST requests that are not associated with any specific Shiny session.
Authentication
-
shinymanager - Simple and secure authentification mechanism for single Shiny apps.
-
gargle - Infrastructure for calling Google APIs from R, including auth.
-
googleAuthR - Shiny compatible Google API client for authentication with OAuth2.
-
auth0 - Authentication in Shiny apps using Auth0.
-
shinyauthr - Server-side authentication using shiny modules.
-
firebase - Authenticate Shiny users with Google Firebase.
-
otp - One-Time Password generation and verification.
-
backendlessr - R wrapper for Backendless API to manage users.
Job Scheduling
-
cronR - R package for managing cron jobs.
Web APIs Integration
-
glouton - Handle browser cookies in shiny, built on top of js-cookie.
-
cookies - Another js-cookie package, with added functionality to handle HttpOnly cookies.
-
geoloc - Use the Geolocation API to get the location of the user (with user's permission).
-
shinyStore - Use the Web Storage API to store persistent, synchronized data in the user's browser.
Notification Integration
-
slackr - Send messages, images, R objects, and files to Slack channels/users.
-
sendgridr - Send emails with SendGrid mail API (v3).
-
twilio - R interface to the Twilio API.
-
blastula - Easily send HTML email messages from R.
-
mjml - Create responsive emails with R and MJML.
-
mailtoR - Creates a friendly user interface for emails sending in Shiny.
Cloud Integration
-
cloudyr - R packages for integrating with AWS, Azure, and Google Cloud.
G Suite Integration
-
googlesheets4 - R interface to Google Sheets via the Sheets API v4.
-
googlesheets - R interface to Google Spreadsheets API (no longer under active development).
-
googledrive - R API client for Google Drive.
-
gmailr - Access the Gmail RESTful API from R.
Deploy
Deploy Shiny apps to the cloud, hosted infrastructure, or desktop.
Remote Deploy
-
rsconnect - Deploy Shiny apps to shinyapps.io, or Posit Connect.
-
connectwidgets - Query a Posit Connect server for a subset of content items, then organize them within htmlwidget components in R Markdown documents or Shiny applications.
Desktop Deploy
-
RInno - Deploy Shiny apps to Windows by interfacing Inno Setup and Electron.
-
electricShine - Create distributable Shiny Electron apps.
-
photon - RStudio Add-in to build Shiny apps utilizing the Electron framework.
-
DesktopDeployR - A framework for deploying self-contained R-based applications to the desktop.
-
Shiny Meets Electron - Talk at useR! 2018 on turning Shiny app into standalone desktop apps. Talk video.
-
r-shiny-electron - Template for R Shiny and Electron integration.
-
nativefier - Create Electron wrappers for any websites (including remotely deployed Shiny apps).
Static Server Deploy
-
webR - A version of R compiled for the browser and Node.js using WebAssembly via Emscripten.
Debug, test, and optimize Shiny apps.
Prototyping
-
Rhino - Build high quality, enterprise-grade Shiny apps at speed.
-
golem - Opinionated framework for building production-grade Shiny apps.
-
shinipsum - Lorem-Ipsum-like helpers for fast Shiny prototyping.
-
fakir - Create fake data in R for tutorials.
-
shinysnippets - A series of Shiny related RStudio snippets.
Modularization
-
tidymodules - An object-oriented approach to Shiny modules.
-
supreme - Structure Shiny applications developed with modules.
-
packer - An opinionated framework for using JavaScript with R.
-
box - Organize code into hierarchical, composable, reusable modules, to use across projects.
Debugging
-
reactlog - Visual debugger for Shiny reactivity.
Testing
Profiling
-
profvis - Interactive visualizations for profiling R code. Profiling Shiny apps.
-
shiny.benchmark - Measure and compare the performance of different versions of a Shiny application.
-
shiny.info - Displays simple diagnostic information of the Shiny project in the user interface of the app.
Scaling
Miscellaneous
Not necessarily an R package, but it helps.
UI Customization
Dependency Resolution
-
renv - Create isolated, portable, and reproducible environments for R projects.
-
packrat - Parse R package dependencies of Shiny apps with
packrat::appDependencies
.
-
sysreqsdb - SystemRequirements mappings for R packages.
-
shinyapps-package-dependencies - A collection of bash scripts that install system dependencies for R packages.
Editor Extensions
-
shinysnip - Simple Shiny code snippets generator in VS Code.
-
textmate.rstheme - A light theme for VS Code inspired by the TextMate (default) theme in RStudio IDE.
Books
Videos / Screencasts
-
Shiny Developer Series - Interviews with practitioners & developers of Shiny and the broader ecosystem of Shiny packages, plus occasional live streams of Shiny app development in action.
Shiny for Python
Python - UI Components
-
py-htmltools - Tools for creating, manipulating, and writing HTML from Python.
-
py-faicons - An interface to Font Awesome for use in Shiny for Python.
-
py-shinywidgets - Render ipywidgets inside a Shiny app.
-
py_shiny_semantic - Create rich web applications in PyShiny using styles and components from Fomantic UI.
Python - Deploy
-
py-shinylive - Export Shiny applications as Shinylive applications.
-
rsconnect-python - CLI for interacting with and deploying to Posit Connect.
Python - Persistent Data Storage
-
pins-python - Publish data, models, and other Python objects for sharing across projects and with colleagues.
Python - Editor Extensions
-
pyshiny-vscode - VS Code extension to help launch Shiny for Python applications.