List of R software and tools

This is a list of software and programming tools for the R programming language, including IDEs, package managers, libraries, debugging tools, numerical and scientific computing tools, and related projects.

Integrated development environments (IDEs) and editors

Emacs Speaks Statistics (ESS) — Emacs interface for R and other statistical software Jupyter — supports R through IRkernel RKWard — KDE/Qt-based IDE and GUI for R RStudio — popular cross-platform IDE for R Visual Studio Code — supports R via extensions (R Tools for Visual Studio)

Graphical user interfaces jamovi — GUI statistical environment built on R for data analysis and performing statistical tests Java GUI for R — cross-platform R console, script editor, and spreadsheet/data view. Rattle GUI — data mining GUI for R R Commander (Rcmdr) — basic GUI for statistics in R, often used for teaching and introductory work.

Implementations of R

GNU R — main implementation of R, maintained by the R Core Team, and distributed as part of the GNU Project. Renjin — JVM-based interpreter for R

R packages

Bioconductor — repository for bioinformatics and computational biology R packages CRAN — Comprehensive R Archive Network, primary repository for R packages. Knitr — integration of R code into LaTeX, LyX, HTML, Markdown, AsciiDoc, and reStructuredText documents. Tidyverse — Ggplot2, dplyr, and other packages.

Scientific and statistical libraries dplyr — data manipulation toolkit ggplot2 — data visualization based on the grammar of graphics shiny — interactive web applications

Machine learning and AI libraries xgboost — gradient boosting framework with R bindings

List of R software and tools

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