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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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FriendsDontLetFriends

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

ggplot2

An implementation of the Grammar of Graphics in R

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

wesanderson

A Wes Anderson color palette for R

stats337

Readings in applied data science

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.

ggstatsplot

Enhancing {ggplot2} plots with statistical analysis 📊📣

broom

Convert statistical analysis objects from R into tidy format

janitor

simple tools for data cleaning in R

drake

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

rvest

Simple web scraping for R

lintr

Static Code Analysis for R

blogdown

Create Blogs and Websites with R Markdown

purrr

A functional programming toolkit for R

tensorflow

TensorFlow for R

ggrepel

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

caret

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

ggthemes

Additional themes, scales, and geoms for ggplot2

esquisse

RStudio add-in to make plots interactively with ggplot2

brms

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

magrittr

Improve the readability of R code with the pipe

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

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)

tidyr

Tidy Messy Data

renv

renv: Project environments for R.

datapasta

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

tidyverse

Easily install and load packages from the tidyverse

readr

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

tidytext

Text mining using tidy tools ✨📄✨

usethis

Set up commonly used 📦 components

testthat

An R 📦 to make testing 😀

perceptions

Perceptions of Probability and Numbers

sf

Simple Features for R

BanditsBook

Code for my book on Multi-Armed Bandit Algorithms

slidify

Generate reproducible html5 slides from R markdown

box

Write reusable, composable and modular R code

rappor

RAPPOR: Privacy-Preserving Reporting Algorithms

text2vec

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

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).

htmlwidgets

HTML Widgets for R

r-color-palettes

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

advanced-shiny

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

ggforce

Accelerating ggplot2

mastering-shiny

Mastering Shiny: a book

reprex

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

httr

httr: a friendly http package for R

paletteer

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

glue

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

stat_rethinking_2023

Statistical Rethinking Course for Jan-Mar 2023

furrr

Apply Mapping Functions in Parallel using Futures

waffle

🍁 Make waffle (square pie) charts in R

pagedown

Paginate the HTML Output of R Markdown with CSS for Print

targets

Function-oriented Make-like declarative workflows for R

vitae

R Markdown Résumés and CVs

styler

Non-invasive pretty printing of R code

naniar

Tidy data structures, summaries, and visualisations for missing data

ggvis

Interactive grammar of graphics for R

tidybayes

Bayesian analysis + tidy data + geoms (R package)

tidyexplain

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

sparklyr

R interface for Apache Spark

fuzzyjoin

Join tables together on inexact matching

rio

A Swiss-Army Knife for Data I/O

cli

Tools for making beautiful & useful command line interfaces

rweekly.org

keras3

R Interface to Keras

infer

An R package for tidyverse-friendly statistical inference

pointblank

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

ggthemr

Themes for ggplot2.

rstudio

R, HTML, JavaScript

tidyverse

r-lib

ropensci

hadley

R, C++, JavaScript

rmcelreath

thomasp85

tidymodels

R, HTML, JavaScript

cran

hrbrmstr

R, JavaScript, HTML

cxli233

easystats

R, HTML, PostScript

qinwf

johnmyleswhite

Julia, R, Jupyter Notebook

swirldev

daattali

R, JavaScript, HTML

dreamRs

R, JavaScript, SCSS

yihui

R, HTML, JavaScript

r-spatial

R, JavaScript, HTML

briatte

YuLab-SMU

mlr-org

ropensci-archive

twitter

Scala, Java, JavaScript

Rdatatable

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