Awesome R

A curated list of awesome R packages and tools. Inspired by awesome-machine-learning.

for Top 50 CRAN downloaded packages or repos with 400+

• Awesome R

  • 2023

  • 2020

  • 2019

  • 2018

  • Integrated Development Environments

  • Syntax

  • Data Manipulation

  • Graphic Displays

  • Html Widgets

  • Reproducible Research

  • Web Technologies and Services

  • Parallel Computing

  • High Performance

  • Language API

  • Database Management

  • Machine Learning

  • Natural Language Processing

  • Bayesian

  • Optimization

  • Finance

  • Bioinformatics and Biostatistics

  • Network Analysis

  • Spatial

  • R Development

  • Logging

  • Data Packages

  • Other Tools

  • Other Interpreters

  • Learning R

• Resources

  • Websites

  • Books

  • Podcasts

  • Reference Cards

  • MOOCs

  • Lists

• Other Awesome Lists

• Contributing

2023

• Cookbook Polars for R

2020

• VSCode - vscode-R + vscode-r-lsp VSCode R Langauage Support

• gt - Easily generate information-rich, publication-quality tables from R

• lightgbm - Light Gradient Boosting Machine.

• torch - Tensors and Neural Networks with 'GPU' Acceleration.

2019

• ggforce - ggplot2 extension framework

• rayshader - 2D and 3D data visualizations via rgl

• vroom - Fast reading of delimited files

Integrated Development Environments

Integrated Development Environment

• VSCode - vscode-R + vscode-r-lsp VSCode R Langauage Support

• RStudio - A powerful and productive user interface for R. Works great on Windows, Mac, and Linux.

• Emacs + ESS - Emacs Speaks Statistics is an add-on package for emacs text editors.

• Sublime Text + R-IDE - Add-on package for Sublime Text 2/3.

• TextMate + r.tmblundle - Add-on package for TextMate 1/2.

• StatET - An Eclipse based IDE for R.

• R Commander - A package that provides a basic graphical user interface.

• IRkernel - R kernel for Jupyter.