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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.

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promises

17.88 score 210 stars 3.0k dependents 1.8k scripts 557k downloads

GGally - Extension to 'ggplot2'

The R package 'ggplot2' is a plotting system based on the grammar of graphics. 'GGally' extends 'ggplot2' by adding several functions to reduce the complexity of combining geometric objects with transformed data. Some of these functions include a pairwise plot matrix, a two group pairwise plot matrix, a parallel coordinates plot, a survival plot, and several functions to plot networks.

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16.61 score 617 stars 152 dependents 28k scripts 91k 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.

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apiapi-serverplumber

14.04 score 1.4k stars 12 dependents 3.3k scripts 74k downloads

shinytest2 - Testing for Shiny Applications

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

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cpp

12.70 score 123 stars 1.4k scripts 30k 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.

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11.67 score 15 stars 220 dependents 499 scripts 47k 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.

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8.88 score 131 stars 300 scripts 6.5k downloads

shinylive - Run 'shiny' Applications in the Browser

Exporting 'shiny' applications with 'shinylive' allows you to run them entirely in a web browser, without the need for a separate R server. The traditional way of deploying 'shiny' applications involves in a separate server and client: the server runs R and 'shiny', and clients connect via the web browser. When an application is deployed with 'shinylive', R and 'shiny' run in the web browser (via 'webR'): the browser is effectively both the client and server for the application. This allows for your 'shiny' application exported by 'shinylive' to be hosted by a static web server.

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8.63 score 235 stars 258 scripts 1.4k 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.

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6.95 score 112 stars 80 scripts 457 downloads

geozoo - Zoo of Geometric Objects

Geometric objects defined in 'geozoo' can be simulated or displayed in the R package 'tourr'.

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6.46 score 5 stars 16 dependents 157 scripts 1.5k downloads

gqlr - 'GraphQL' Server in R

Server implementation of 'GraphQL' <http://spec.graphql.org/>, a query language originally created by Facebook for describing data requirements on complex application data models. Visit <https://graphql.org> to learn more about 'GraphQL'.

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5.00 score 61 stars 11 scripts 323 downloads

autocogs - Automatic Cognostic Summaries

Automatically calculates cognostic groups for plot objects and list column plot objects. Results are returned in a nested data frame.

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4.99 score 6 stars 6 dependents 18 scripts 870 downloads

shinyreact - Client-Side 'React' Interface for 'Shiny'

Server-side plumbing for the 'ui.tsx' pattern in 'Shiny': the user interface is defined in a client 'React' (<https://react.dev/>) bundle, and the 'Shiny' server contains only reactive computation. Provides page builders that discover and serve the client bundle, a render function that publishes any JSON-serializable value to the client, and custom messages to 'React' components. Ships no user interface components, so the app author owns the whole front end. The 'React' runtime and the client hooks are bundled, so no JavaScript build step is required to get started.

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2.70 score