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https://github.com/GiuseppeTT/awesome-R-packages

A curated list of awesome R packages
https://github.com/GiuseppeTT/awesome-R-packages

List: awesome-R-packages

Last synced: 3 months ago
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A curated list of awesome R packages

Host: GitHub
URL: https://github.com/GiuseppeTT/awesome-R-packages
Owner: GiuseppeTT
Created: 2021-02-26T18:38:41.000Z (over 3 years ago)
Default Branch: main
Last Pushed: 2022-10-27T20:35:47.000Z (about 2 years ago)
Last Synced: 2024-04-09T20:14:11.517Z (7 months ago)
Homepage:
Size: 62.5 KB
Stars: 0
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

ultimate-awesome - awesome-R-packages - A curated list of awesome R packages. (Other Lists / PowerShell Lists)

README

        # Awesome R Packages

[![Awesome](https://awesome.re/badge-flat.svg)](https://awesome.re)

## Warning

- I did not include all of the subpackages of [{tidyverse}](https://www.tidyverse.org/packages/), [{tidymodels}](https://www.tidymodels.org/packages/) and [{devtools}](https://devtools.r-lib.org/#conscious-uncoupling) but I encourge to check them.

- The "**?**" in some package descriptions indicates that the packge was recently added to this list and I am not too sure about it.

## Packages

### Must absolutely have

- {tidyverse} ([site](https://www.tidyverse.org) / [GitHub](https://github.com/tidyverse)): The base of modern R. Check its [subpackages](https://www.tidyverse.org/packages/).

### Machine learning

- {tidymodels} ([site](https://www.tidymodels.org/) / [GitHub](https://github.com/tidymodels)): The base of modern R machine learning. Check its [subpackages](https://www.tidymodels.org/packages/).

- {dalex} ([site](https://modeloriented.github.io/DALEX/) / [GitHub](https://github.com/ModelOriented/DALEX)): Model interpretation.

- {tidytext} ([site](https://github.com/juliasilge/tidytext) / [GitHub](https://juliasilge.github.io/tidytext/)): Text analysis.

- {vetiver} ([site](https://rstudio.github.io/vetiver-r/) / [GitHub](https://github.com/rstudio/vetiver-r)): MLOps. Version, share, deploy, and monitor models. It also has a [python interface](https://rstudio.github.io/vetiver-python/).

### Bayesian statistics

- {tidybayes} ([site](https://mjskay.github.io/tidybayes/) / [GitHub](https://github.com/mjskay/tidybayes/)): The base of modern R bayesian statistical analysis. Only analysis, the computation is made by Stan.

- {cmdstanr} ([site](https://mc-stan.org/cmdstanr/) / [GitHub](https://github.com/stan-dev/cmdstanr)): The base of modern R bayesian statistics. R interface for Stan.

- {brms} ([site](https://paul-buerkner.github.io/brms/) / [GitHub](https://github.com/paul-buerkner/brms)): Bayesian regression models.

### Tables

- {gt} ([site](https://gt.rstudio.com) / [GitHub](https://github.com/rstudio/gt)): The {ggplot2} of tables. Be sure to also check [{gtExtras}](https://github.com/jthomasmock/gtExtras/).

### Plots

- {ggplot2} ([site](https://ggplot2.tidyverse.org) / [GitHub](https://github.com/tidyverse/ggplot2)): The base of modern R plots.

- {patchwork} ([site](https://patchwork.data-imaginist.com) / [GitHub](https://github.com/thomasp85/patchwork)): Combine plots.

- {gganimate} ([site](https://gganimate.com) / [GitHub](https://github.com/thomasp85/gganimate)): Animations.

### Literate programming

> **Note:** Consider using [quarto](https://quarto.org/) instead of R for literate programming

- {rmarkdown} ([site](https://rmarkdown.rstudio.com) / [GitHub](https://github.com/rstudio/rmarkdown)): The base of modern R literate programming.

- {epoxy} (no site / [Github](https://github.com/gadenbuie/epoxy)): Add "glue rmarkdown chunks" that allow to easily produce text with code.

- {tinytex} ([site](https://yihui.org/tinytex/) / [GitHub](https://github.com/yihui/tinytex)): LaTeX.

- {bookdown} ([site](https://bookdown.org) / [GitHub](https://github.com/rstudio/bookdown)): Books.

- {thesisdown} ([site](https://ismayc.github.io/thesisdown/) / [GitHub](https://github.com/ismayc/thesisdown)): Thesis.

- {rticles} ([site](https://bookdown.org/yihui/rmarkdown/journals.html) / [GitHub](https://github.com/rstudio/rticles)): Articles.

- {distill} ([site](https://rstudio.github.io/distill/) / [GitHub](https://github.com/rstudio/distill)): Web articles.

- {xarigan} ([site](https://slides.yihui.org/xaringan/) / [GitHub](https://github.com/yihui/xaringan)): Web slides.

- {pagedown} ([site](https://pagedown.rbind.io) / [GitHub](https://github.com/rstudio/pagedown)): Paged reports, posters, CVs, cards, letters, etc.

### Dashboard

- {shiny} ([site](https://shiny.rstudio.com) / [GitHub](https://github.com/rstudio/shiny)): The base of modern R web applications.

- {shinydashboard} ([site](https://rstudio.github.io/shinydashboard/) / [GitHub](https://github.com/rstudio/shinydashboard)): Dashboards.

- {bs4Dash} ([site](https://rinterface.github.io/bs4Dash/) / [GitHub](https://github.com/RinteRface/bs4Dash)): {shinydashboard}, but with bootstrap 4 and AdminLTE 3. Great with {shinyWidgets}.

- {flexdashboard} ([site](https://rmarkdown.rstudio.com/flexdashboard/) / [GitHub](https://github.com/rstudio/flexdashboard)): Dashboards using RMarkdown. Great for static dashboards (just a single `.html` file) with {htmlwidgets} and {crosstalk}.

- {bslib} ([site](https://rstudio.github.io/bslib/) / [GitHub](https://github.com/rstudio/shiny)): Bootstrap themes.

### Web

- {httr2} ([site](https://httr2.r-lib.org/) / [GitHub](https://github.com/r-lib/httr2)): HTTP requests.

- {plumber} ([site](https://www.rplumber.io) / [GitHub](https://github.com/rstudio/plumber)): Web APIs.

- {rvest} ([site](https://rvest.tidyverse.org/index.html) / [GitHub](https://github.com/tidyverse/rvest)): Web scraping

### DevOps

- {devtools} ([site](https://devtools.r-lib.org) / [GitHub](https://github.com/r-lib/devtools)): The base of modern R package/project development. Check its [subpackages](https://devtools.r-lib.org/#conscious-uncoupling).

- {pak} ([site](https://pak.r-lib.org/) / [GitHub](https://github.com/r-lib/pak)): Package installation. Basicaly, {remotes} on steroids.

- {rsconnect} ([site](https://rstudio.github.io/rsconnect/) / [GitHub](https://github.com/rstudio/rsconnect)): Deploy.

### Reproducibility

- {targets} ([site](https://docs.ropensci.org/targets/) / [GitHub](https://github.com/ropensci/targets)): Analysis workflows.

- {renv} ([site](https://rstudio.github.io/renv) / [GitHub](https://github.com/rstudio/renv)): Dependency management.

- {here} ([site](https://here.r-lib.org) / [GitHub](https://github.com/r-lib/here)): Path relative to project folder.

- {lintr} ([site](https://lintr.r-lib.org/) / [GitHub](https://github.com/r-lib/lintr)): Linter. Great for code consistency.

- {formatR} ([site](https://yihui.org/formatr/) / [GitHub](https://github.com/yihui/formatR)): Formater. Great for lazy code consistency.

### Others

- {fs} ([site](https://fs.r-lib.org) / [GitHub](https://github.com/r-lib/fs)): File system.

- {memmoise} ([site](https://memoise.r-lib.org) / [GitHub](https://github.com/r-lib/memoise)): Cache.

- {slider} ([site](https://davisvaughan.github.io/slider/) / [GitHub](https://github.com/DavisVaughan/slider)): Sliding window {purrr}.

- {clock} ([site](https://clock.r-lib.org/) / [GitHub](https://github.com/r-lib/clock)): The future of {lubridate} **?**