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Discover the top trending R repositories and projects on Github. Explore the latest trends in R development.

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ggplot2

An implementation of the Grammar of Graphics in R

FriendsDontLetFriends

Friends don't let friends make certain types of data visualization - What are they and why are they bad.

AnomalyDetection

Anomaly Detection with R

shiny

Easy interactive web applications with R

ML_for_Hackers

Code accompanying the book "Machine Learning for Hackers"

awesome-R

A curated list of awesome R packages, frameworks and software.

dplyr

dplyr: A grammar of data manipulation

stat_rethinking_2022

Statistical Rethinking course winter 2022

devtools

Tools to make an R developer's life easier

data.table

R's data.table package extends data.frame:

knitr

A general-purpose tool for dynamic report generation in R

patchwork

The Composer of ggplots

awesome-network-analysis

A curated list of awesome network analysis resources.

investing

Investing Returns on the Market as a Whole

benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

rmarkdown

Dynamic Documents for R

r4ds

R for data science: a book

rayshader

R Package for 2D and 3D mapping and data visualization

gganimate

A Grammar of Animated Graphics

nyc-taxi-data

Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database

DiagrammeR

Graph and network visualization using tabular data in R

rethinking

Statistical Rethinking course and book package

plotly.R

An interactive graphing library for R

reticulate

R Interface to Python

gt

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

stats337

Readings in applied data science

wesanderson

A Wes Anderson color palette for R

plumber

Turn your R code into a web API.

CausalImpact

An R package for causal inference in time series

mlr

Machine Learning in R

r-source

Read-only mirror of R source code from https://svn.r-project.org/R/, updated hourly. See the build instructions on the wiki page.

swirl_courses

🎓 A collection of interactive courses for the swirl R package.

broom

Convert statistical analysis objects from R into tidy format

ggstatsplot

Enhancing {ggplot2} plots with statistical analysis 📊📣

drake

An R-focused pipeline toolkit for reproducibility and high-performance computing

janitor

simple tools for data cleaning in R

rvest

Simple web scraping for R

lintr

Static Code Analysis for R

tensorflow

TensorFlow for R

caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

purrr

A functional programming toolkit for R

blogdown

Create Blogs and Websites with R Markdown

ggrepel

📍 Repel overlapping text labels away from each other in your ggplot2 figures.

ggthemes

Additional themes, scales, and geoms for ggplot2

esquisse

RStudio add-in to make plots interactively with ggplot2

magrittr

Improve the readability of R code with the pipe

brms

brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

hrbrthemes

🔏 Opinionated, typographic-centric ggplot2 themes and theme components

future

🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone

pkgdown

Generate static html documentation for an R package

bbplot

R package that helps create and export ggplot2 charts in the style used by the BBC News data team

ggraph

Grammar of Graph Graphics

tidyr

Tidy Messy Data

forecast

Forecasting Functions for Time Series and Linear Models

texture-vs-shape

Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (ICLR 2019 Oral)

datapasta

On top of spaghetti, all covered in cheese....

tidyverse

Easily install and load packages from the tidyverse

renv

renv: Project environments for R.

readr

Read flat files (csv, tsv, fwf) into R

tidytext

Text mining using tidy tools ✨📄✨

perceptions

Perceptions of Probability and Numbers

testthat

An R 📦 to make testing 😀

usethis

Set up commonly used 📦 components

slidify

Generate reproducible html5 slides from R markdown

BanditsBook

Code for my book on Multi-Armed Bandit Algorithms

sf

Simple Features for R

box

Write reusable, composable and modular R code

text2vec

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

rappor

RAPPOR: Privacy-Preserving Reporting Algorithms

DataScienceR

a curated list of R tutorials for Data Science, NLP and Machine Learning

palmerpenguins

A great intro dataset for data exploration & visualization (alternative to iris).

advanced-shiny

🤹 Shiny tips & tricks for improving your apps and solving common problems

htmlwidgets

HTML Widgets for R

ggforce

Accelerating ggplot2

r-color-palettes

Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜

httr

httr: a friendly http package for R

mastering-shiny

Mastering Shiny: a book

reprex

Render bits of R code for sharing, e.g., on GitHub or StackOverflow.

paletteer

🎨🎨🎨 Collection of most color palettes in a single R package

stat_rethinking_2023

Statistical Rethinking Course for Jan-Mar 2023

furrr

Apply Mapping Functions in Parallel using Futures

glue

Glue strings to data in R. Small, fast, dependency free interpreted string literals.

waffle

🍁 Make waffle (square pie) charts in R

pagedown

Paginate the HTML Output of R Markdown with CSS for Print

naniar

Tidy data structures, summaries, and visualisations for missing data

ggvis

Interactive grammar of graphics for R

vitae

R Markdown Résumés and CVs

tidyexplain

🤹‍♀ Animations of tidyverse verbs using R, the tidyverse, and gganimate

styler

Non-invasive pretty printing of R code

sparklyr

R interface for Apache Spark

tidybayes

Bayesian analysis + tidy data + geoms (R package)

fuzzyjoin

Join tables together on inexact matching

rio

A Swiss-Army Knife for Data I/O

targets

Function-oriented Make-like declarative workflows for R

pointblank

Data quality assessment and metadata reporting for data frames and database tables

cli

Tools for making beautiful & useful command line interfaces

keras

R Interface to Keras

ggthemr

Themes for ggplot2.

multidplyr

A dplyr backend that partitions a data frame over multiple processes

infer

An R package for tidyverse-friendly statistical inference

rstudio

R, HTML, JavaScript

tidyverse

r-lib

ropensci

hadley

R, C++, JavaScript

rmcelreath

thomasp85

tidymodels

R, HTML, JavaScript

cran

hrbrmstr

R, JavaScript, HTML

qinwf

johnmyleswhite

Julia, R, Jupyter Notebook

easystats

R, HTML, PostScript

cxli233

swirldev

daattali

R, JavaScript, HTML

dreamRs

R, JavaScript, SCSS

yihui

R, HTML, JavaScript

r-spatial

R, HTML, JavaScript

briatte

ropensci-archive

mlr-org

YuLab-SMU

twitter

Scala, Java, Python

Rdatatable