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82 changes: 46 additions & 36 deletions README.md
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Expand Up @@ -8,43 +8,52 @@ A curated list of awesome R packages and tools. Inspired by [awesome-machine-lea
for <a target="_blank" href="https://github.com/rstudio/RStartHere/blob/master/top_downloads_2016/top_packages">Top 50</a> CRAN downloaded packages or repos with 400+
<img class="emoji" alt="star" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/star.png" height="20" align="absmiddle" width="20"></p>

- [Awesome R](#awesome-)
- [2023](#2023)
- [2020](#2020)
- [2019](#2019)
- [2018](#2018)
- [Integrated Development Environments](#integrated-development-environments)
- [Syntax](#syntax)
- [Data Manipulation](#data-manipulation)
- [Graphic Displays](#graphic-displays)
- [Html Widgets](#html-widgets)
- [Reproducible Research](#reproducible-research)
- [Web Technologies and Services](#web-technologies-and-services)
- [Parallel Computing](#parallel-computing)
- [High Performance](#high-performance)
- [Language API](#language-api)
- [Database Management](#database-management)
- [Machine Learning](#machine-learning)
- [Natural Language Processing](#natural-language-processing)
- [Bayesian](#bayesian)
- [Optimization](#optimization)
- [Finance](#finance)
- [Bioinformatics and Biostatistics](#bioinformatics-and-biostatistics)
- [Network Analysis](#network-analysis)
- [Spatial](#spatial)
- [R Development](#r-development)
- [Logging](#logging)
- [Data Packages](#data-packages)
- [Other Tools](#other-tools)
- [Other Interpreters](#other-interpreters)
- [Learning R](#learning-r)
- [Awesome R](#awesome-r)
- [2023](#2023)
- [2020](#2020)
- [2019](#2019)
- [Integrated Development Environments](#integrated-development-environments)
- [Syntax](#syntax)
- [Data Manipulation](#data-manipulation)
- [Data Formats](#data-formats)
- [Graphic Displays](#graphic-displays)
- [HTML Widgets](#html-widgets)
- [Reproducible Research](#reproducible-research)
- [Web Technologies and Services](#web-technologies-and-services)
- [Parallel Computing](#parallel-computing)
- [High Performance](#high-performance)
- [Language API](#language-api)
- [Database Management](#database-management)
- [Machine Learning](#machine-learning)
- [Natural Language Processing](#natural-language-processing)
- [Bayesian](#bayesian)
- [Optimization](#optimization)
- [Finance](#finance)
- [Bioinformatics and Biostatistics](#bioinformatics-and-biostatistics)
- [Network Analysis](#network-analysis)
- [Spatial](#spatial)
- [R Development](#r-development)
- [Logging](#logging)
- [Data Packages](#data-packages)
- [Other Tools](#other-tools)
- [Other Interpreters](#other-interpreters)
- [Learning R](#learning-r)
- [Resources](#resources)
- [Websites](#websites)
- [Books](#books)
- [Podcasts](#podcasts)
- [Reference Cards](#reference-cards)
- [MOOCs](#moocs)
- [Lists](#lists)
- [Websites](#websites)
- [Manuals](#manuals)
- [Tools and References](#tools-and-references)
- [News and Info](#news-and-info)
- [Books](#books)
- [Free and Online](#free-and-online)
- [Paid](#paid)
- [Book/monograph Lists and Reviews](#bookmonograph-lists-and-reviews)
- [Podcasts](#podcasts)
- [Reference Cards](#reference-cards)
- [MOOCs](#moocs)
- [Lists](#lists)
- [R Ecosystems](#r-ecosystems)
- [2018](#2018)
- [2017](#2017)
- [Other Awesome Lists](#other-awesome-lists)
- [Contributing](#contributing)

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* [Rcpp11](https://github.com/Rcpp11/Rcpp11) - Rcpp11 is a complete redesign of Rcpp, targetting C++11.
* [compiler](http://stat.ethz.ch/R-manual/R-devel/library/compiler/html/compile.html) - speeding up your R code using the JIT
* [cpp11](https://github.com/r-lib/cpp11) - cpp11 is a header-only R package that helps R package developers handle R objects with C++ code. It's similar to Rcpp but with different design trade-offs and features.
* [Extendr](https://github.com/extendr) - Author high performance packages and functions in Rust, a modern alternative to C++ with nearly 200,000 libraries online.

## Language API
*Packages for other languages.*
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