• Stars
    star
    709
  • Rank 63,285 (Top 2 %)
  • Language
    R
  • License
    Apache License 2.0
  • Created almost 8 years ago
  • Updated 3 months ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Interactive Tutorials with R Markdown

learnr

R build status CRAN status learnr downloads per month DOI
GitHub Discussions RStudio community RStudio community

The learnr package makes it easy to turn any R Markdown document into an interactive tutorial. Tutorials consist of content along with interactive components for checking and reinforcing understanding. Tutorials can include any or all of the following:

  1. Narrative, figures, illustrations, and equations.

  2. Code exercises (R code chunks that users can edit and execute directly).

  3. Quiz questions.

  4. Videos (supported services include YouTube and Vimeo).

  5. Interactive Shiny components.

Tutorials automatically preserve work done within them, so if a user works on a few exercises or questions and returns to the tutorial later they can pick up right where they left off.

Learn more about the learnr package and try example tutorials online at https://rstudio.github.io/learnr/.

Installation

Install the latest official learnr release from CRAN:

install.packages("learnr")

Or you can install the most recent version in-development from GitHub with the remotes package:

# install.packages("remotes")
remotes::install_github("rstudio/learnr")

learnr works best with a recent version of RStudio (v1.0.136 or later) which includes tools for easily running and previewing tutorials.

More Repositories

1

cheatsheets

Posit Cheat Sheets - Can also be found at https://posit.co/resources/cheatsheets/.
TeX
5,758
star
2

shiny

Easy interactive web applications with R
R
5,341
star
3

rstudio

RStudio is an integrated development environment (IDE) for R
Java
4,432
star
4

bookdown

Authoring Books and Technical Documents with R Markdown
JavaScript
3,690
star
5

rmarkdown

Dynamic Documents for R
R
2,737
star
6

gt

Easily generate information-rich, publication-quality tables from R
R
1,982
star
7

shiny-examples

JavaScript
1,959
star
8

blogdown

Create Blogs and Websites with R Markdown
R
1,724
star
9

reticulate

R Interface to Python
R
1,656
star
10

webinars

Code and slides for RStudio webinars
HTML
1,510
star
11

rticles

LaTeX Journal Article Templates for R Markdown
TeX
1,402
star
12

plumber

Turn your R code into a web API.
R
1,387
star
13

tensorflow

TensorFlow for R
R
1,325
star
14

renv

renv: Project environments for R.
R
995
star
15

pagedown

Paginate the HTML Output of R Markdown with CSS for Print
R
873
star
16

shinydashboard

Shiny Dashboarding framework
CSS
852
star
17

pointblank

Data quality assessment and metadata reporting for data frames and database tables
R
845
star
18

keras3

R Interface to Keras
R
831
star
19

flexdashboard

Easy interactive dashboards for R
JavaScript
811
star
20

leaflet

R Interface to Leaflet Maps
JavaScript
799
star
21

rmarkdown-book

R Markdown: The Definitive Guide (published by Chapman & Hall/CRC in July 2018)
RMarkdown
738
star
22

rstudio-conf

Materials for rstudio::conf
HTML
721
star
23

shiny-server

Host Shiny applications over the web.
JavaScript
712
star
24

ggvis

Interactive grammar of graphics for R
R
709
star
25

RStartHere

A guide to some of the most useful R Packages that we know about
R
662
star
26

py-shiny

Shiny for Python
Python
627
star
27

DT

R Interface to the jQuery Plug-in DataTables
JavaScript
587
star
28

rmarkdown-cookbook

R Markdown Cookbook. A range of tips and tricks to make better use of R Markdown.
RMarkdown
577
star
29

blastula

Easily send great-looking HTML email messages from R
R
541
star
30

r2d3

R Interface to D3 Visualizations
R
516
star
31

bookdown-demo

A minimal book example using bookdown
CSS
476
star
32

bslib

Tools for theming Shiny and R Markdown via Bootstrap 3, 4, or 5.
SCSS
461
star
33

hex-stickers

RStudio hex stickers
R
448
star
34

distill

Distill for R Markdown
HTML
423
star
35

packrat

Packrat is a dependency management system for R
R
394
star
36

tufte

Tufte Styles for R Markdown Documents
R
385
star
37

dygraphs

R interface to dygraphs
JavaScript
364
star
38

revealjs

R Markdown Format for reveal.js Presentations
JavaScript
316
star
39

pins-r

Pin, discover, and share resources
R
308
star
40

fontawesome

Easily insert FontAwesome icons into R Markdown docs and Shiny apps
R
294
star
41

crosstalk

Inter-htmlwidget communication for R (with and without Shiny)
JavaScript
287
star
42

tinytex-releases

Windows/macOS/Linux binaries and installation methods of TinyTeX
PowerShell
251
star
43

config

config package for R
R
247
star
44

pool

Object Pooling in R
R
244
star
45

thematic

Theme ggplot2, lattice, and base graphics based on a few simple settings.
R
242
star
46

Intro

Course materials for "Introduction to Data Science with R", a video course by RStudio and O'Reilly Media
R
234
star
47

shinytest

Automated testing for shiny apps
JavaScript
225
star
48

shinymeta

Record and expose Shiny app logic using metaprogramming
R
222
star
49

nomnoml

Sassy 'UML' Diagrams for R
JavaScript
219
star
50

httpuv

HTTP and WebSocket server package for R
C
217
star
51

shinyuieditor

A GUI for laying out a Shiny application that generates clean and human-readable UI code
JavaScript
212
star
52

htmltools

Tools for HTML generation and output
R
201
star
53

promises

A promise library for R
R
201
star
54

vetiver-r

Version, share, deploy, and monitor models
R
178
star
55

rstudioapi

Safely access RStudio's API (when available)
R
161
star
56

concept-maps

Concept maps for all things data science
HTML
161
star
57

gradethis

Tools for teachers to use with learnr
R
161
star
58

chromote

Chrome Remote Interface for R
R
155
star
59

master-the-tidyverse

Course contents for Master the Tidyverse
155
star
60

shinythemes

Themes for Shiny
R
152
star
61

ShinyDeveloperConference

Materials collected from the First Shiny Developer Conference Palo Alto, CA January 30-31 2016
HTML
152
star
62

shiny-gallery

Code and other documentation for apps in the Shiny Gallery ✨
HTML
147
star
63

sortable

R htmlwidget for Sortable.js
R
124
star
64

reactlog

Shiny Reactivity Visualizer
JavaScript
121
star
65

r-docker

Docker images for R
Dockerfile
121
star
66

rsconnect

Publish Shiny Applications, RMarkdown Documents, Jupyter Notebooks, Plumber APIs, and more
R
120
star
67

redx

dynamic nginx configuration
Lua
118
star
68

bigdataclass

Two-day workshop that covers how to use R to interact databases and Spark
R
114
star
69

r-system-requirements

System requirements for R packages
Shell
111
star
70

shinyloadtest

Tools for load testing Shiny applications
HTML
110
star
71

shinyapps

Deploy Shiny applications to ShinyApps
110
star
72

webshot2

Take screenshots of web pages from R
R
109
star
73

shinyvalidate

Input validation package for the Shiny web framework
JavaScript
108
star
74

shinytest2

R
103
star
75

miniUI

R
102
star
76

sass

Sass compiler package for R
C++
102
star
77

keras-customer-churn

Customer Churn Shiny Application
R
99
star
78

r-builds

an opinionated environment for compiling R
Shell
95
star
79

r-manuals

A re-styled version of the R manuals
R
87
star
80

addinexamples

An R package showcasing how RStudio addins can be registered and used.
R
86
star
81

shinyapps-package-dependencies

Collection of bash scripts that install R package system dependencies
R
74
star
82

markdown

The first generation of Markdown rendering for R (born in 2012). Originally based on the C library sundown. Now based on commonmark. Note that this package is markdown, not *rmarkdown*.
R
72
star
83

webdriver

WebDriver client in R
R
69
star
84

R-Websockets

HTML 5 Websockets implementation for R
R
68
star
85

beyond-dashboard-fatigue

Materials for the RStudio webinar 'Beyond Dashboard Fatigue'
R
66
star
86

cloudml

R interface to Google Cloud Machine Learning Engine
R
65
star
87

rstudio-docker-products

Docker images for RStudio Professional Products
Shell
64
star
88

shinylive

Run Shiny on Python (compiled to wasm) in the browser
TypeScript
61
star
89

rstudio-conf-2022-program

rstudio::conf(2022, "program")
R
60
star
90

bookdown.org

Source documents to generate the bookdown.org website
R
59
star
91

vetiver-python

Version, share, deploy, and monitor models.
Python
59
star
92

education.rstudio.com

CSS
57
star
93

tfestimators

R interface to TensorFlow Estimators
R
57
star
94

connections

https://rstudio.github.io/connections/
R
56
star
95

tfprobability

R interface to TensorFlow Probability
R
54
star
96

sparkDemos

HTML
53
star
97

shiny-incubator

Examples and ideas that don't belong in the core Shiny package and aren't officially supported.
JavaScript
53
star
98

swagger

Swagger is a collection of HTML, Javascript, and CSS assets that dynamically generate beautiful documentation from a Swagger-compliant API.
HTML
51
star
99

leaflet.mapboxgl

Extends the R Leaflet package with a Mapbox GL JS plugin to allow easy drawing of vector tile layers.
R
50
star
100

pins-python

Python
48
star