rmarkdown - Dynamic Documents for R

Convert R Markdown documents into a variety of formats.

Last updated 4 months ago

literate-programmingmarkdownpandocrmarkdown

21.79 score 2.9k stars 3.7k dependents 14k scripts 988k downloads

shiny - Web Application Framework for R

Makes it incredibly easy to build interactive web applications with R. Automatic "reactive" binding between inputs and outputs and extensive prebuilt widgets make it possible to build beautiful, responsive, and powerful applications with minimal effort.

Last updated 15 days ago

reactiverstudioshinyweb-appweb-development

21.16 score 5.4k stars 1.8k dependents 107k scripts 410k downloads

reticulate - Interface to 'Python'

Interface to 'Python' modules, classes, and functions. When calling into 'Python', R data types are automatically converted to their equivalent 'Python' types. When values are returned from 'Python' to R they are converted back to R types. Compatible with all versions of 'Python' >= 2.7.

Last updated 5 hours ago

cpp

20.97 score 1.7k stars 409 dependents 16k scripts 317k downloads

DT - A Wrapper of the JavaScript Library 'DataTables'

Data objects in R can be rendered as HTML tables using the JavaScript library 'DataTables' (typically via R Markdown or Shiny). The 'DataTables' library has been included in this R package. The package name 'DT' is an abbreviation of 'DataTables'.

Last updated 3 months ago

datatableshtmlwidgetsjavascriptshiny

19.21 score 602 stars 660 dependents 38k scripts 341k downloads

rstudioapi - Safely Access the RStudio API

Access the RStudio API (if available) and provide informative error messages when it's not.

Last updated 4 months ago

18.96 score 172 stars 2.0k dependents 3.6k scripts 727k downloads

gt - Easily Create Presentation-Ready Display Tables

Build display tables from tabular data with an easy-to-use set of functions. With its progressive approach, we can construct display tables with a cohesive set of table parts. Table values can be formatted using any of the included formatting functions. Footnotes and cell styles can be precisely added through a location targeting system. The way in which 'gt' handles things for you means that you don't often have to worry about the fine details.

Last updated 19 days ago

docxeasy-to-usehtmllatexrtfsummary-tables

18.36 score 2.1k stars 106 dependents 19k scripts 272k downloads

renv - Project Environments

A dependency management toolkit for R. Using 'renv', you can create and manage project-local R libraries, save the state of these libraries to a 'lockfile', and later restore your library as required. Together, these tools can help make your projects more isolated, portable, and reproducible.

Last updated 5 days ago

18.27 score 1.0k stars 112 dependents 1.5k scripts 246k downloads

bslib - Custom 'Bootstrap' 'Sass' Themes for 'shiny' and 'rmarkdown'

Simplifies custom 'CSS' styling of both 'shiny' and 'rmarkdown' via 'Bootstrap' 'Sass'. Supports 'Bootstrap' 3, 4 and 5 as well as their various 'Bootswatch' themes. An interactive widget is also provided for previewing themes in real time.

Last updated 8 hours ago

bootstraphtmltoolsrmarkdownsassshiny

17.98 score 509 stars 4.3k dependents 5.1k scripts 980k downloads

tinytex - Helper Functions to Install and Maintain TeX Live, and Compile LaTeX Documents

Helper functions to install and maintain the 'LaTeX' distribution named 'TinyTeX' (<https://yihui.org/tinytex/>), a lightweight, cross-platform, portable, and easy-to-maintain version of 'TeX Live'. This package also contains helper functions to compile 'LaTeX' documents, and install missing 'LaTeX' packages automatically.

Last updated 20 days ago

latextexlive

17.71 score 1.0k stars 3.7k dependents 2.3k scripts 931k downloads

htmltools - Tools for HTML

Tools for HTML generation and output.

Last updated 9 months ago

17.56 score 218 stars 4.4k dependents 10k scripts 993k downloads

bookdown - Authoring Books and Technical Documents with R Markdown

Output formats and utilities for authoring books and technical documents with R Markdown.

Last updated 1 months ago

bookbookdownepubgitbookhtmllatexrmarkdown

17.54 score 3.8k stars 134 dependents 1.7k scripts 60k downloads

leaflet - Create Interactive Web Maps with the JavaScript 'Leaflet' Library

Create and customize interactive maps using the 'Leaflet' JavaScript library and the 'htmlwidgets' package. These maps can be used directly from the R console, from 'RStudio', in Shiny applications and R Markdown documents.

Last updated 7 months ago

gisleaflet-mapspatial

17.16 score 818 stars 175 dependents 39k scripts 64k downloads

promises - Abstractions for Promise-Based Asynchronous Programming

Provides fundamental abstractions for doing asynchronous programming in R using promises. Asynchronous programming is useful for allowing a single R process to orchestrate multiple tasks in the background while also attending to something else. Semantics are similar to 'JavaScript' promises, but with a syntax that is idiomatic R.

Last updated 7 days ago

cpp

17.03 score 204 stars 2.5k dependents 688 scripts 582k downloads

fontawesome - Easily Work with 'Font Awesome' Icons

Easily and flexibly insert 'Font Awesome' icons into 'R Markdown' documents and 'Shiny' apps. These icons can be inserted into HTML content through inline 'SVG' tags or 'i' tags. There is also a utility function for exporting 'Font Awesome' icons as 'PNG' images for those situations where raster graphics are needed.

Last updated 3 months ago

font-awesomesvg-icons

16.12 score 296 stars 4.3k dependents 3.1k scripts 953k downloads

config - Manage Environment Specific Configuration Values

Manage configuration values across multiple environments (e.g. development, test, production). Read values using a function that determines the current environment and returns the appropriate value.

Last updated 1 months ago

15.65 score 260 stars 202 dependents 1.8k scripts 38k downloads

sass - Syntactically Awesome Style Sheets ('Sass')

An 'SCSS' compiler, powered by the 'LibSass' library. With this, R developers can use variables, inheritance, and functions to generate dynamic style sheets. The package uses the 'Sass CSS' extension language, which is stable, powerful, and CSS compatible.

Last updated 10 months ago

cpp

15.56 score 101 stars 4.3k dependents 252 scripts 935k downloads

httpuv - HTTP and WebSocket Server Library

Provides low-level socket and protocol support for handling HTTP and WebSocket requests directly from within R. It is primarily intended as a building block for other packages, rather than making it particularly easy to create complete web applications using httpuv alone. httpuv is built on top of the libuv and http-parser C libraries, both of which were developed by Joyent, Inc. (See LICENSE file for libuv and http-parser license information.)

Last updated 11 months ago

libuv1cpp

15.52 score 230 stars 2.1k dependents 708 scripts 469k downloads

tensorflow - R Interface to 'TensorFlow'

Interface to 'TensorFlow' <https://www.tensorflow.org/>, an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more 'CPUs' or 'GPUs' in a desktop, server, or mobile device with a single 'API'. 'TensorFlow' was originally developed by researchers and engineers working on the Google Brain Team within Google's Machine Intelligence research organization for the purposes of conducting machine learning and deep neural networks research, but the system is general enough to be applicable in a wide variety of other domains as well.

Last updated 21 days ago

15.22 score 1.3k stars 75 dependents 3.1k scripts 18k downloads

shinydashboard - Create Dashboards with 'Shiny'

Create dashboards with 'Shiny'. This package provides a theme on top of 'Shiny', making it easy to create attractive dashboards.

Last updated 3 years ago

admin-dashboarddashboardreactivityrstudioshinyshinydashboardweb-appweb-development

15.21 score 904 stars 204 dependents 17k scripts 38k downloads

learnr - Interactive Tutorials for R

Create interactive tutorials using R Markdown. Use a combination of narrative, figures, videos, exercises, and quizzes to create self-paced tutorials for learning about R and R packages.

Last updated 6 months ago

interactivepythonrmarkdownshinysqlteachingtutorial

14.76 score 715 stars 26 dependents 6.5k scripts 18k downloads

rsconnect - Deploy Docs, Apps, and APIs to 'Posit Connect', 'shinyapps.io', and 'RPubs'

Programmatic deployment interface for 'RPubs', 'shinyapps.io', and 'Posit Connect'. Supported content types include R Markdown documents, Shiny applications, Plumber APIs, plots, and static web content.

Last updated 27 days ago

14.68 score 137 stars 6 dependents 3.0k scripts 33k downloads

crosstalk - Inter-Widget Interactivity for HTML Widgets

Provides building blocks for allowing HTML widgets to communicate with each other, with Shiny or without (i.e. static .html files). Currently supports linked brushing and filtering.

Last updated 1 months ago

14.63 score 292 stars 1.4k dependents 1.6k scripts 397k downloads

markdown - Render Markdown with 'commonmark'

Render Markdown to full and lightweight HTML/LaTeX documents with the 'commonmark' package. This package has been superseded by 'litedown'.

Last updated 8 months ago

commonmarkmarkdown

14.62 score 85 stars 440 dependents 3.7k scripts 334k downloads

plumber - An API Generator for R

Gives the ability to automatically generate and serve an HTTP API from R functions using the annotations in the R documentation around your functions.

Last updated 3 hours ago

apiapi-serverplumber

14.35 score 1.4k stars 16 dependents 2.2k scripts 76k downloads

pins - Pin, Discover, and Share Resources

Publish data sets, models, and other R objects, making it easy to share them across projects and with your colleagues. You can pin objects to a variety of "boards", including local folders (to share on a networked drive or with 'DropBox'), 'Posit Connect', 'AWS S3', and more.

Last updated 17 days ago

azuregcloudrpinsrsconnects3storage

14.23 score 321 stars 17 dependents 1.9k scripts 4.8k downloads

dygraphs - Interface to 'Dygraphs' Interactive Time Series Charting Library

An R interface to the 'dygraphs' JavaScript charting library (a copy of which is included in the package). Provides rich facilities for charting time-series data in R, including highly configurable series- and axis-display and interactive features like zoom/pan and series/point highlighting.

Last updated 2 years ago

13.44 score 364 stars 64 dependents 3.6k scripts 32k downloads

keras3 - R Interface to 'Keras'

Interface to 'Keras' <https://keras.io>, a high-level neural networks API. 'Keras' was developed with a focus on enabling fast experimentation, supports both convolution based networks and recurrent networks (as well as combinations of the two), and runs seamlessly on both CPU and GPU devices.

Last updated 17 days ago

13.40 score 841 stars 2 dependents 264 scripts 2.6k downloads

pool - Object Pooling

Enables the creation of object pools, which make it less computationally expensive to fetch a new object. Currently the only supported pooled objects are 'DBI' connections.

Last updated 4 months ago

12.94 score 255 stars 26 dependents 684 scripts 12k downloads

shinythemes - Themes for Shiny

Themes for use with Shiny. Includes several Bootstrap themes from <https://bootswatch.com/>, which are packaged for use with Shiny applications.

Last updated 3 years ago

12.89 score 153 stars 121 dependents 7.8k scripts 20k downloads

flexdashboard - R Markdown Format for Flexible Dashboards

Format for converting an R Markdown document to a grid oriented dashboard. The dashboard flexibly adapts the size of it's components to the containing web page.

Last updated 10 months ago

12.49 score 818 stars 9 dependents 4.9k scripts 7.2k downloads

shinytest2 - Testing for Shiny Applications

Automated unit testing of Shiny applications through a headless 'Chromium' browser.

Last updated 8 days ago

cpp

12.07 score 108 stars 1 dependents 704 scripts 10k downloads

packrat - A Dependency Management System for Projects and their R Package Dependencies

Manage the R packages your project depends on in an isolated, portable, and reproducible way.

Last updated 18 days ago

12.06 score 404 stars 9 dependents 256 scripts 34k downloads

r2d3 - Interface to 'D3' Visualizations

Suite of tools for using 'D3', a library for producing dynamic, interactive data visualizations. Supports translating objects into 'D3' friendly data structures, rendering 'D3' scripts, publishing 'D3' visualizations, incorporating 'D3' in R Markdown, creating interactive 'D3' applications with Shiny, and distributing 'D3' based 'htmlwidgets' in R packages.

Last updated 3 years ago

d3r2d3visualization

11.82 score 520 stars 10 dependents 498 scripts 2.6k downloads

tfruns - Training Run Tools for 'TensorFlow'

Create and manage unique directories for each 'TensorFlow' training run. Provides a unique, time stamped directory for each run along with functions to retrieve the directory of the latest run or latest several runs.

Last updated 10 months ago

11.73 score 34 stars 76 dependents 325 scripts 14k downloads

pagedown - Paginate the HTML Output of R Markdown with CSS for Print

Use the paged media properties in CSS and the JavaScript library 'paged.js' to split the content of an HTML document into discrete pages. Each page can have its page size, page numbers, margin boxes, and running headers, etc. Applications of this package include books, letters, reports, papers, business cards, resumes, and posters.

Last updated 1 months ago

csshtmlpaged-mediapdfprintingtypesetting

11.63 score 903 stars 17 dependents 350 scripts 13k downloads

sortable - Drag-and-Drop in 'shiny' Apps with 'SortableJS'

Enables drag-and-drop behaviour in Shiny apps, by exposing the functionality of the 'SortableJS' <https://sortablejs.github.io/Sortable/> JavaScript library as an 'htmlwidget'. You can use this in Shiny apps and widgets, 'learnr' tutorials as well as R Markdown. In addition, provides a custom 'learnr' question type - 'question_rank()' - that allows ranking questions with drag-and-drop.

Last updated 5 months ago

htmlwidget

11.58 score 134 stars 11 dependents 368 scripts 3.2k downloads

rticles - Article Formats for R Markdown

A suite of custom R Markdown formats and templates for authoring journal articles and conference submissions.

Last updated 19 days ago

articlejournalpaperrmarkdown

11.51 score 1.5k stars 2 dependents 188 scripts 4.0k downloads

chromote - Headless Chrome Web Browser Interface

An implementation of the 'Chrome DevTools Protocol', for controlling a headless Chrome web browser.

Last updated 23 days ago

11.50 score 159 stars 27 dependents 148 scripts 26k downloads

blogdown - Create Blogs and Websites with R Markdown

Write blog posts and web pages in R Markdown. This package supports the static site generator 'Hugo' (<https://gohugo.io>) best, and it also supports 'Jekyll' (<https://jekyllrb.com>) and 'Hexo' (<https://hexo.io>).

Last updated 1 months ago

blog-engineblogdownhugormarkdownrstudiowebsite-generation

11.36 score 1.8k stars 1 dependents 1.4k scripts 3.6k downloads

leaflet.providers - Leaflet Providers

Contains third-party map tile provider information from 'Leaflet.js', <https://github.com/leaflet-extras/leaflet-providers>, to be used with the 'leaflet' R package. Additionally, 'leaflet.providers' enables users to retrieve up-to-date provider information between package updates.

Last updated 1 years ago

11.18 score 14 stars 178 dependents 408 scripts 50k downloads

webshot2 - Take Screenshots of Web Pages

Takes screenshots of web pages, including Shiny applications and R Markdown documents. 'webshot2' uses headless Chrome or Chromium as the browser back-end.

Last updated 6 days ago

11.06 score 113 stars 17 dependents 928 scripts 24k downloads

keras - R Interface to 'Keras'

Interface to 'Keras' <https://keras.io>, a high-level neural networks 'API'. 'Keras' was developed with a focus on enabling fast experimentation, supports both convolution based networks and recurrent networks (as well as combinations of the two), and runs seamlessly on both 'CPU' and 'GPU' devices.

Last updated 10 months ago

10.82 score 54 dependents 10k scripts 18k downloads

websocket - 'WebSocket' Client Library

Provides a 'WebSocket' client interface for R. 'WebSocket' is a protocol for low-overhead real-time communication: <https://en.wikipedia.org/wiki/WebSocket>.

Last updated 7 months ago

opensslcpp

10.77 score 92 stars 48 dependents 51 scripts 29k downloads

vetiver - Version, Share, Deploy, and Monitor Models

The goal of 'vetiver' is to provide fluent tooling to version, share, deploy, and monitor a trained model. Functions handle both recording and checking the model's input data prototype, and predicting from a remote API endpoint. The 'vetiver' package is extensible, with generics that can support many kinds of models.

Last updated 4 months ago

10.53 score 185 stars 1 dependents 466 scripts 1.3k downloads

blastula - Easily Send HTML Email Messages

Compose and send out responsive HTML email messages that render perfectly across a range of email clients and device sizes. Helper functions let the user insert embedded images, web link buttons, and 'ggplot2' plot objects into the message body. Messages can be sent through an 'SMTP' server, through the 'Posit Connect' service, or through the 'Mailgun' API service <https://www.mailgun.com/>.

Last updated 7 months ago

easy-to-useemailhtmlmarkdownresponsive-emailsmtp

10.51 score 551 stars 5 dependents 348 scripts 6.3k downloads

pointblank - Data Validation and Organization of Metadata for Local and Remote Tables

Validate data in data frames, 'tibble' objects, 'Spark' 'DataFrames', and database tables. Validation pipelines can be made using easily-readable, consecutive validation steps. Upon execution of the validation plan, several reporting options are available. User-defined thresholds for failure rates allow for the determination of appropriate reporting actions. Many other workflows are available including an information management workflow, where the aim is to record, collect, and generate useful information on data tables.

Last updated 21 hours ago

data-assertionsdata-checkerdata-dictionariesdata-framesdata-inferencedata-managementdata-profilerdata-qualitydata-validationdata-verificationdatabase-tableseasy-to-understandreporting-toolschema-validationtesting-toolsyaml-configuration

10.26 score 924 stars 284 scripts 4.4k downloads

tufte - Tufte's Styles for R Markdown Documents

Provides R Markdown output formats to use Tufte styles for PDF and HTML output.

Last updated 2 years ago

r-markdowntuftetufte-style

10.00 score 407 stars 3 dependents 1.6k scripts 2.8k downloads

distill - 'R Markdown' Format for Scientific and Technical Writing

Scientific and technical article format for the web. 'Distill' articles feature attractive, reader-friendly typography, flexible layout options for visualizations, and full support for footnotes and citations.

Last updated 1 years ago

9.78 score 422 stars 6 dependents 406 scripts 1.9k downloads

thematic - Unified and Automatic 'Theming' of 'ggplot2', 'lattice', and 'base' R Graphics

Theme 'ggplot2', 'lattice', and 'base' graphics based on a few choices, including foreground color, background color, accent color, and font family. Fonts that aren't available on the system, but are available via download on 'Google Fonts', can be automatically downloaded, cached, and registered for use with the 'showtext' and 'ragg' packages.

Last updated 7 months ago

9.36 score 244 stars 3 dependents 704 scripts 2.5k downloads

bigD - Flexibly Format Dates and Times to a Given Locale

Format dates and times flexibly and to whichever locales make sense. Parses dates, times, and date-times in various formats (including string-based ISO 8601 constructions). The formatting syntax gives the user many options for formatting the date and time output in a precise manner. Time zones in the input can be expressed in multiple ways and there are many options for formatting time zones in the output as well. Several of the provided helper functions allow for automatic generation of locale-aware formatting patterns based on date/time skeleton formats and standardized date/time formats with varying specificity.

Last updated 2 months ago

datedatetimeeasy-to-usei18ntime

9.29 score 19 stars 107 dependents 1 scripts 212k downloads

shinytest - Test Shiny Apps

Please see the shinytest to shinytest2 migration guide at <https://rstudio.github.io/shinytest2/articles/z-migration.html>.

Last updated 9 months ago

9.14 score 225 stars 354 scripts 4.9k downloads

shinyvalidate - Input Validation for Shiny Apps

Improves the user experience of Shiny apps by helping to provide feedback when required inputs are missing, or input values are not valid.

Last updated 1 years ago

shinyuivalidation

9.04 score 112 stars 13 dependents 316 scripts 4.0k downloads

tfdatasets - Interface to 'TensorFlow' Datasets

Interface to 'TensorFlow' Datasets, a high-level library for building complex input pipelines from simple, re-usable pieces. See <https://www.tensorflow.org/guide> for additional details.

Last updated 7 months ago

8.93 score 34 stars 3 dependents 656 scripts 1.7k downloads

tfprobability - Interface to 'TensorFlow Probability'

Interface to 'TensorFlow Probability', a 'Python' library built on 'TensorFlow' that makes it easy to combine probabilistic models and deep learning on modern hardware ('TPU', 'GPU'). 'TensorFlow Probability' includes a wide selection of probability distributions and bijectors, probabilistic layers, variational inference, Markov chain Monte Carlo, and optimizers such as Nelder-Mead, BFGS, and SGLD.

Last updated 2 years ago

8.63 score 54 stars 3 dependents 221 scripts 380 downloads

swagger - Dynamically Generates Documentation from a 'Swagger' Compliant API

A collection of 'HTML', 'JavaScript', and 'CSS' assets that dynamically generate beautiful documentation from a 'Swagger' compliant API: <https://swagger.io/specification/>.

Last updated 8 months ago

8.56 score 54 stars 19 dependents 14 scripts 14k downloads

tfestimators - Interface to 'TensorFlow' Estimators

Interface to 'TensorFlow' Estimators <https://www.tensorflow.org/guide/estimator>, a high-level API that provides implementations of many different model types including linear models and deep neural networks.

Last updated 3 years ago

8.42 score 57 stars 170 scripts 630 downloads

nomnoml - Sassy 'UML' Diagrams

A tool for drawing sassy 'UML' (Unified Modeling Language) diagrams based on a simple syntax, see <https://www.nomnoml.com>. Supports styling, R Markdown and exporting diagrams in the PNG format. Note: you need a chromium based browser installed on your system.

Last updated 2 months ago

diagramshtmlwidgetsnomnomluml

8.36 score 221 stars 4 dependents 116 scripts 572 downloads

reactlog - Reactivity Visualizer for 'shiny'

Building interactive web applications with R is incredibly easy with 'shiny'. Behind the scenes, 'shiny' builds a reactive graph that can quickly become intertwined and difficult to debug. 'reactlog' (Schloerke 2019) <doi:10.5281/zenodo.2591517> provides a visual insight into that black box of 'shiny' reactivity by constructing a directed dependency graph of the application's reactive state at any time point in a reactive recording.

Last updated 2 years ago

8.08 score 125 stars 263 scripts 3.6k downloads

juicyjuice - Inline CSS Properties into HTML Tags Using 'juice'

There are occasions where you need a piece of HTML with integrated styles. A prime example of this is HTML email. This transformation involves moving the CSS and associated formatting instructions from the style block in the head of your document into the body of the HTML. Many prominent email clients require integrated styles in HTML email; otherwise a received HTML email will be displayed without any styling. This package will quickly and precisely perform these CSS transformations when given HTML text and it does so by using the JavaScript 'juice' library.

Last updated 1 years ago

csshtmlinlining

8.00 score 3 stars 108 dependents 1 scripts 208k downloads

revealjs - R Markdown Format for 'reveal.js' Presentations

R Markdown format for 'reveal.js' presentations, a framework for easily creating beautiful presentations using HTML.

Last updated 2 years ago

7.94 score 327 stars 1 dependents 128 scripts 835 downloads

bundle - Serialize Model Objects with a Consistent Interface

Typically, models in 'R' exist in memory and can be saved via regular 'R' serialization. However, some models store information in locations that cannot be saved using 'R' serialization alone. The goal of 'bundle' is to provide a common interface to capture this information, situate it within a portable object, and restore it for use in new settings.

Last updated 3 months ago

7.90 score 29 stars 3 dependents 153 scripts 1.7k downloads

shinymeta - Export Domain Logic from Shiny using Meta-Programming

Provides tools for capturing logic in a Shiny app and exposing it as code that can be run outside of Shiny (e.g., from an R console). It also provides tools for bundling both the code and results to the end user.

Last updated 10 months ago

7.80 score 224 stars 5 dependents 62 scripts 403 downloads

bsicons - Easily Work with 'Bootstrap' Icons

Easily use 'Bootstrap' icons inside 'Shiny' apps and 'R Markdown' documents. More generally, icons can be inserted in any 'htmltools' document through inline 'SVG'.

Last updated 1 years ago

7.78 score 15 stars 14 dependents 452 scripts 4.2k downloads

webdriver - 'WebDriver' Client for 'PhantomJS'

A client for the 'WebDriver' 'API'. It allows driving a (probably headless) web browser, and can be used to test web applications, including 'Shiny' apps. In theory it works with any 'WebDriver' implementation, but it was only tested with 'PhantomJS'.

Last updated 3 years ago

7.51 score 70 stars 3 dependents 90 scripts 3.8k downloads

tfhub - Interface to 'TensorFlow' Hub

'TensorFlow' Hub is a library for the publication, discovery, and consumption of reusable parts of machine learning models. A module is a self-contained piece of a 'TensorFlow' graph, along with its weights and assets, that can be reused across different tasks in a process known as transfer learning. Transfer learning train a model with a smaller dataset, improve generalization, and speed up training.

Last updated 3 years ago

7.46 score 29 stars 1 dependents 73 scripts 286 downloads

shinyloadtest - Load Test Shiny Applications

Assesses the number of concurrent users 'shiny' applications are capable of supporting, and for directing application changes in order to support a higher number of users. Provides facilities for recording 'shiny' application sessions, playing recorded sessions against a target server at load, and analyzing the resulting metrics.

Last updated 6 months ago

7.14 score 112 stars 61 scripts 409 downloads

connectwidgets - Organize and Curate Your Content Within 'Posit Connect'

A collection of helper functions and 'htmlwidgets' to help publishers curate content collections on 'Posit Connect'. The components, Card, Grid, Table, Search, and Filter can be used to produce a showcase page or gallery contained within a static or interactive R Markdown page.

Last updated 6 months ago

6.80 score 22 stars 36 scripts 542 downloads

plumbertableau - Turn 'Plumber' APIs into 'Tableau' Extensions

Build 'Plumber' APIs that can be used in 'Tableau' workbooks. Annotations in R comments allow APIs to conform to the 'Tableau Analytics Extension' specification, so that R code can be used to power 'Tableau' workbooks.

Last updated 1 years ago

6.74 score 30 stars 23 scripts 297 downloads

connections - Integrates with the 'RStudio' Connections Pane and 'pins'

Enables 'DBI' compliant packages to integrate with the 'RStudio' connections pane, and the 'pins' package. It automates the display of schemata, tables, views, as well as the preview of the table's top 1000 records.

Last updated 1 years ago

connection-panedatabase-connectionpinsrstudio

6.50 score 57 stars 1 dependents 124 scripts 510 downloads

graphframes - Interface for 'GraphFrames'

A 'sparklyr' <https://spark.rstudio.com/> extension that provides an R interface for 'GraphFrames' <https://graphframes.github.io/>. 'GraphFrames' is a package for 'Apache Spark' that provides a DataFrame-based API for working with graphs. Functionality includes motif finding and common graph algorithms, such as PageRank and Breadth-first search.

Last updated 6 years ago

graphframesgraphspageranksparksparklyr

5.20 score 38 stars 84 scripts 197 downloads

rscontract - Generic implementation of the 'RStudio' connections contract

Provides a generic implementation of the 'RStudio' connection contract to make it easier for database connections, and other type of connections, opened via R packages integrate with the connections pane inside the 'RStudio' interactive development environment (IDE).

Last updated 4 years ago

connections-panerstudio

5.12 score 22 stars 2 dependents 4 scripts 513 downloads