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Discover R

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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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gm

R Package for Music Score and Audio Generation

flint

Find and Fix Lints in R Code

maestro

Simple, lightweight orchestrator for R pipelines

FriendsDontLetFriends

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

mirai

mirai - Minimalist Async Evaluation Framework for R

ask

charcuterie

Handle Strings as Vectors of Characters

extrachecks

Extra R package checks to save you from a headache. A package to accompany https://github.com/DavisVaughan/extrachecks

gguidance

A 'ggplot2' extension that focusses on expanding the plotter's arsenal of guides, such as axes, legends and colour bars. It brings various improvements to existing guides by re-implementation, as well as adding novel guides.

dotty

Destructuring assignments in R with the `.` object.

targets

Function-oriented Make-like declarative workflows for R

duckplyr

A drop-in replacement for dplyr, powered by DuckDB for performance.

logger

A lightweight, modern and flexible, log4j and futile.logger inspired logging utility for R

marginaleffects

R package to compute and plot predictions, slopes, marginal means, and comparisons (contrasts, risk ratios, odds, etc.) for over 80 classes of statistical models. Conduct linear and non-linear hypothesis tests, or equivalence tests. Calculate uncertainty estimates using the delta method, bootstrapping, or simulation-based inference.

astgrepr

Parse and Manipulate R Code

recheck

GitHub action to run reverse dependency check

ollama-r

R library to run Ollama language models

patchwork

The Composer of ggplots

tree-sitter-r

docker-duckdb-r

A project demonstrating the integration of Docker, DuckDB, and R for robust and reproducible data pipelines.

tidypolars

Get the power of polars with the syntax of the tidyverse

ambhtmx

Build a Full-stack R App with ambiorix and htmx.

wait-thats-shiny

Sample Shiny application code from "Wait, that's Shiny?", a presentation at posit::conf(2024).

dplyr

dplyr: A grammar of data manipulation

stat_rethinking_2024

renv

renv: Project environments for R.

glue

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

Rapp

Build CLI applications in R

constructive

Display Idiomatic Code to Construct Most R Objects

rix

Reproducible development environments for R with Nix

ggdist

Visualizations of distributions and uncertainty

scRNA-seq_notes

A list of scRNA-seq analysis tools

syrup

Measure Memory and CPU Usage of R Code

sc_chromatin_benchmark

Benchmarking computational methods for single-cell ATAC-seq and CUT&Tag

biorecap

Retrieve and summarize bioRxiv preprints with a local LLM using ollama

raylibr

R package that wraps Raylib, a simple and easy-to-use library to enjoy videogames programming

gt

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

anyhtmlwidget

Bringing core concepts from anywidget to R

orbital

Turn Tidymodels Workflows Into Series of Equations

gtsummary

Presentation-Ready Data Summary and Analytic Result Tables

LidarSpeedTests

Evaluating the performance of various point cloud processing tools.

rextendr

An R package that helps scaffolding extendr-enabled packages or compiling Rust code dynamically

rollama

SBC

hues

Generate palettes of distinct colours through k means clustering of LAB colour space.

sidebot-r

tidyLP

Tidy Linear Programs

spanishoddata

Access national high-quality and open-access datasets on movement patterns derived from mobile telephone datasets

r2u

CRAN as Ubuntu Binaries

shiny

Easy interactive web applications with R

usethis

Set up commonly used 📦 components

mlr3torch

Deep learning framework for the mlr3 ecosystem based on torch

infer

An R package for tidyverse-friendly statistical inference

ggstatsplot

Enhancing {ggplot2} plots with statistical analysis 📊📣

ceen565

Notes and assignments for Urban Transportation Planning

funkyheatmap

Visualising data frames as funky heatmaps 📊

rang

(Re)constructing R computational environments

styler

Non-invasive pretty printing of R code

callme

Compile and load C code for use with .Call()

tibble

A modern re-imagining of the data frame

openrouteservice-r

🌐 query openrouteservice API from R

yeast

Simulation experiments for the paper

repro

Easy Setup of a Reproducible Workflow

plotly.R

An interactive graphing library for R

DoubletFinder

R package for detecting doublets in single-cell RNA sequencing data

ggflow

Draw flow chart based on ggtree

see

🎨 Visualisation toolbox for beautiful and publication-ready figures

arcgisrouting

Causal-Inference-for-Beginning-Undergraduates

An introductory course on causal inference. Designed for undergraduate students with only a working knowledge of R and multiple regression. Light on maths, heavy on intuition and practical examples.

tidyCoverage

paletteer

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

governor

Loop speed limiter and timers

sf

Simple Features for R

hexSticker

✨ Hexagon sticker in R

snpR

tidy-dev-day

Tidyverse developer day

mapme.biodiversity

Efficient analysis of spatial biodiversity datasets for global portfolios

naratext

Render text as nativeRaster images

lintr

Static Code Analysis for R

generativeart

Create Generative Art with R

nonogramr

Work with nonogram puzzles in R

ganttrify

Create beautiful Gantt charts with ggplot2

knitr

A general-purpose tool for dynamic report generation in R

anndataR

AnnData interoperability in R

purrr

A functional programming toolkit for R

wesanderson

A Wes Anderson color palette for R

crew.cluster

crew launcher plugins for traditional high-performance computing clusters

litedown

A lightweight version of R Markdown

r-pkgs

Building R packages

palettes

Methods for working with colour palettes in R

esquisse

RStudio add-in to make plots interactively with ggplot2

rethinking

Statistical Rethinking course and book package

ggokabeito

Colorblind-friendly, qualitative Okabe-Ito Scales for ggplot2 and ggraph

rayshader

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

verdepcheck

An R package that tests your R package against the min/max versions of specified dependencies

ggrastr

Raster geoms for ggplot2

rmote

Utilities for running R on a remote server

ellipsis

Tools for Working with ...

tidyquant

Bringing financial analysis to the tidyverse

duckdbfs

Simple wrappers for duckdb to open local and remote filesystems

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-spatial

R, HTML, JavaScript

briatte

YuLab-SMU

mlr-org

ropensci-archive

twitter

Scala, Java, Python

Rdatatable