RStudio IDE

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An RStudio IDE is an data science integrated development environment.



References

2021

2021

  • (Wikipedia, 2021) ⇒ https://en.wikipedia.org/wiki/RStudio#Packages Retrieved:2021-12-2.
    • In addition to the RStudio IDE, RStudio PBC and its employees develop, maintain, and promote a number of R packages. These include:
      • Tidyverse – R packages for data science, including ggplot2, dplyr, tidyr, and purrr
      • Shiny – An interactive web technology
      • RMarkdownMarkdown documents make it easy for users to mix text with code of different languages, most commonly R. However, the platform supports mixing R with Python, shell scripts, SQL, Stan, JavaScript, CSS, Julia, C, Fortran, and other languages in the same RMarkdown document. *** flexdashboard - publish a group of related data visualizations as a dashboard
      • TensorFlow - open-source software library for Machine Intelligence. The R interface to TensorFlow lets you work productively using the high-level Keras and Estimator APIs and the core TensorFlow API
      • Tidymodels - install and load tidyverse packages related to modeling and analysis
      • Sparklyr - provides bindings to Spark’s distributed machine learning library. Together with sparklyr’s dplyr interface, you can easily create and tune machine learning workflows on Spark, orchestrated entirely within R
      • Stringr - consistent, simple and easy-to-use set of wrappers around the 'stringi' package
      • Reticulate - provides a comprehensive set of tools for interoperability between Python and R.
      • Plumber - enables you to convert your existing R code into web APIs by merely adding a couple of special comments.
      • knitr – Dynamic reports combining R, TeX, Markdown & HTML
      • packrat – Package dependency tool
      • devtools – Package development tool as well as helps to install R-packages from GitHub.
      • sf – supports for simple features, a standardized way to encode spatial vector data. Binds to 'GDAL' for reading and writing data, to 'GEOS' for geometrical operations, and to 'PROJ' for projection conversions and datum transformations.