R Open Source Projects

Browse 2,450 R open source projects, ranked by GitHub stars. Find the most popular R tools and libraries.

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1-60 of 2,450 projects
47,248 stars

bevyengine/bevy

A refreshingly simple data-driven game engine built in Rust

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Stars47,248
24,335 stars

plotly/dash

Data Apps & Dashboards for Python. No JavaScript Required.

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Stars24,335
20,312 stars

facebook/prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

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Stars20,312
18,595 stars

microsoft/LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

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Stars18,595
16,281 stars

FavioVazquez/ds-cheatsheets

List of Data Science Cheatsheets to rule the world

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Stars16,281
13,578 stars

gizak/termui

Golang terminal dashboard

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Stars13,578
10,698 stars

kanaka/mal

mal - Make a Lisp

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Stars10,698
10,187 stars

Netflix/metaflow

Build, Manage and Deploy AI/ML Systems

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Stars10,187
9,571 stars

HugoBlox/hugo-blox-builder

😍 EASILY BUILD THE WEBSITE YOU WANT - NO CODE, JUST MARKDOWN BLOCKS! 使用块轻松创建任何类型的网站 - 无需代码。 一个应用程序,没有依赖项,没有 JS

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Stars9,571
9,030 stars

catboost/catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

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Stars9,030
7,980 stars

rust-embedded/awesome-embedded-rust

Curated list of resources for Embedded and Low-level development in the Rust programming language

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Stars7,980
7,499 stars

h2oai/h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

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Stars7,499
7,090 stars

cxli233/FriendsDontLetFriends

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

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Stars7,090
6,968 stars

tidyverse/ggplot2

An implementation of the Grammar of Graphics in R

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Stars6,968
6,513 stars

hongleizhang/RSPapers

RSTutorials: A Curated List of Must-read Papers on Recommender System.

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Stars6,513
6,482 stars

qinwf/awesome-R

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

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Stars6,482
6,460 stars

nteract/papermill

📚 Parameterize, execute, and analyze notebooks

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Stars6,460
5,885 stars

rust-lang/futures-rs

Zero-cost asynchronous programming in Rust

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Stars5,885
5,669 stars

rstudio/shiny

Easy interactive web applications with R

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Stars5,669
5,497 stars

thuquant/awesome-quant

中国的Quant相关资源索引

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Stars5,497
5,370 stars

pest-parser/pest

The Elegant Parser

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Stars5,370
5,117 stars

hadley/r4ds

R for data science: a book

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Stars5,117
5,043 stars

tidyverse/dplyr

dplyr: A grammar of data manipulation

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Stars5,043
4,575 stars

swirldev/swirl_courses

:mortar_board: A collection of interactive courses for the swirl R package.

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Stars4,575
4,247 stars

h2oai/wave

Realtime Web Apps and Dashboards for Python and R

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Stars4,247
4,106 stars

rmcelreath/stat_rethinking_2022

Statistical Rethinking course winter 2022

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Stars4,106
4,078 stars

briatte/awesome-network-analysis

A curated list of awesome network analysis resources.

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Stars4,078
4,047 stars

jphall663/awesome-machine-learning-interpretability

A curated list of awesome responsible machine learning resources.

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Stars4,047
3,961 stars

jeroenjanssens/data-science-at-the-command-line

Data Science at the Command Line

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Stars3,961
3,904 stars

Rdatatable/data.table

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

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Stars3,904
3,566 stars

immutables/immutables

Java annotation processor to create immutable objects and builders, for records too. Sweep boilerplate code under the rug!

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Stars3,566
3,543 stars

ml-tooling/ml-workspace

🛠 All-in-one web-based IDE specialized for machine learning and data science.

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Stars3,543
3,264 stars

delta-io/delta-rs

A native Rust library for Delta Lake, with bindings into Python

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Stars3,264
3,220 stars

tirthajyoti/Data-science-best-resources

Carefully curated resource links for data science in one place

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Stars3,220
3,193 stars

mehcode/config-rs

⚙️ Layered configuration system for Rust applications (with strong support for 12-factor applications).

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Stars3,193
3,135 stars

SciML/DifferentialEquations.jl

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.

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Stars3,135
3,048 stars

rstudio/rmarkdown

Dynamic Documents for R

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Stars3,048
2,991 stars

BayesWitnesses/m2cgen

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

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Stars2,991
2,843 stars

probe-rs/probe-rs

A debugging toolset and library for debugging embedded ARM and RISC-V targets on a separate host

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Stars2,843
2,839 stars

Trusted-AI/AIF360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

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Stars2,839
2,770 stars

satijalab/seurat

R toolkit for single cell genomics

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Stars2,770
2,761 stars

szcf-weiya/ESL-CN

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

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Stars2,761
2,721 stars

FinMind/FinMind

Open Data, more than 50 financial data. 提供超過 50 個金融資料(台股為主),每天更新 https://finmind.github.io/

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Stars2,721
2,670 stars

plotly/plotly.R

An interactive graphing library for R

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Stars2,670
2,610 stars

thomasp85/patchwork

The Composer of ggplots

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Stars2,610
2,540 stars

microsoft/forecasting

Time Series Forecasting Best Practices & Examples

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Stars2,540
2,518 stars

gakonst/ethers-rs

Complete Ethereum & Celo library and wallet implementation in Rust. https://docs.rs/ethers

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Stars2,518
2,514 stars

r-lib/devtools

Tools to make an R developer's life easier

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Stars2,514
2,459 stars

yihui/knitr

A general-purpose tool for dynamic report generation in R

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Stars2,459
2,457 stars

hadley/adv-r

Advanced R: a book

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Stars2,457
2,402 stars

rmcelreath/rethinking

Statistical Rethinking course and book package

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Stars2,402
2,393 stars

ktaranov/sqlserver-kit

Useful links, scripts, tools and best practice for Microsoft SQL Server Database

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Stars2,393
2,381 stars

rmcelreath/stat_rethinking_2023

Statistical Rethinking Course for Jan-Mar 2023

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Stars2,381
2,327 stars

gtk-rs/gtk4-rs

Rust bindings of GTK 4

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Stars2,327
2,310 stars

chinedufn/percy

Build frontend browser apps with Rust + WebAssembly. Supports server side rendering.

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Stars2,310
2,282 stars

randy3k/radian

A 21 century R console

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Stars2,282
2,256 stars

mGalarnyk/datasciencecoursera

Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.

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Stars2,256
2,190 stars

IndrajeetPatil/ggstatsplot

Enhancing {ggplot2} plots with statistical analysis 📊📣

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Stars2,190
2,170 stars

tylermorganwall/rayshader

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

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Stars2,170
2,169 stars

serokell/deploy-rs

A simple multi-profile Nix-flake deploy tool.

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Stars2,169
1-60 of 2,450 projects
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