【R精选】真棒的R

精选的 R 包、框架和软件的精选列表。

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
  • 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

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-Box - 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.
• Microsoft R - Revolution R would be offered free to academic users and commercial software would focus on big data, large scale multiprocessor functionality.
• R Commander - A package that provides a basic graphical user interface.
• IRkernel  - R kernel for Jupyter.
• Deducer - A Menu driven data analysis GUI with a spreadsheet like data editor.
• Radiant - A platform-independent browser-based interface for business analytics in R, based on the Shiny.
• Vim-R - Vim plugin for R.
• Nvim-R - Neovim plugin for R.
• Jamovi and JASP - Desktop software for both Bayesian and Frequentist methods, using a UI familiar to SPSS users