R Open Source Projects
Browse 2,450 R open source projects, ranked by GitHub stars. Find the most popular R tools and libraries.
bevyengine/bevy
A refreshingly simple data-driven game engine built in Rust
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| Stars | 47,248 |
plotly/dash
Data Apps & Dashboards for Python. No JavaScript Required.
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| Stars | 24,335 |
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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| Stars | 20,312 |
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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| Stars | 18,595 |
FavioVazquez/ds-cheatsheets
List of Data Science Cheatsheets to rule the world
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| Stars | 16,281 |
gizak/termui
Golang terminal dashboard
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| Stars | 13,578 |
kanaka/mal
mal - Make a Lisp
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| Stars | 10,698 |
Netflix/metaflow
Build, Manage and Deploy AI/ML Systems
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| Stars | 10,187 |
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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| Stars | 9,571 |
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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| Stars | 9,030 |
rust-embedded/awesome-embedded-rust
Curated list of resources for Embedded and Low-level development in the Rust programming language
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| Stars | 7,980 |
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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| Stars | 7,499 |
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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| Stars | 7,090 |
tidyverse/ggplot2
An implementation of the Grammar of Graphics in R
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| Stars | 6,968 |
hongleizhang/RSPapers
RSTutorials: A Curated List of Must-read Papers on Recommender System.
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| Stars | 6,513 |
qinwf/awesome-R
A curated list of awesome R packages, frameworks and software.
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| Stars | 6,482 |
nteract/papermill
📚 Parameterize, execute, and analyze notebooks
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| Stars | 6,460 |
rust-lang/futures-rs
Zero-cost asynchronous programming in Rust
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| Stars | 5,885 |
rstudio/shiny
Easy interactive web applications with R
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| Stars | 5,669 |
thuquant/awesome-quant
中国的Quant相关资源索引
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| Stars | 5,497 |
pest-parser/pest
The Elegant Parser
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| Stars | 5,370 |
hadley/r4ds
R for data science: a book
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| Stars | 5,117 |
tidyverse/dplyr
dplyr: A grammar of data manipulation
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| Stars | 5,043 |
swirldev/swirl_courses
:mortar_board: A collection of interactive courses for the swirl R package.
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| Stars | 4,575 |
h2oai/wave
Realtime Web Apps and Dashboards for Python and R
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| Stars | 4,247 |
rmcelreath/stat_rethinking_2022
Statistical Rethinking course winter 2022
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| Stars | 4,106 |
briatte/awesome-network-analysis
A curated list of awesome network analysis resources.
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| Stars | 4,078 |
jphall663/awesome-machine-learning-interpretability
A curated list of awesome responsible machine learning resources.
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| Stars | 4,047 |
jeroenjanssens/data-science-at-the-command-line
Data Science at the Command Line
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| Stars | 3,961 |
Rdatatable/data.table
R's data.table package extends data.frame:
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| Stars | 3,904 |
immutables/immutables
Java annotation processor to create immutable objects and builders, for records too. Sweep boilerplate code under the rug!
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| Stars | 3,566 |
ml-tooling/ml-workspace
🛠 All-in-one web-based IDE specialized for machine learning and data science.
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| Stars | 3,543 |
delta-io/delta-rs
A native Rust library for Delta Lake, with bindings into Python
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| Stars | 3,264 |
tirthajyoti/Data-science-best-resources
Carefully curated resource links for data science in one place
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| Stars | 3,220 |
mehcode/config-rs
⚙️ Layered configuration system for Rust applications (with strong support for 12-factor applications).
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| Stars | 3,193 |
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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| Stars | 3,135 |
rstudio/rmarkdown
Dynamic Documents for R
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| Stars | 3,048 |
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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| Stars | 2,991 |
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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| Stars | 2,843 |
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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| Stars | 2,839 |
satijalab/seurat
R toolkit for single cell genomics
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| Stars | 2,770 |
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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| Stars | 2,761 |
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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| Stars | 2,721 |
plotly/plotly.R
An interactive graphing library for R
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| Stars | 2,670 |
thomasp85/patchwork
The Composer of ggplots
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| Stars | 2,610 |
microsoft/forecasting
Time Series Forecasting Best Practices & Examples
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| Stars | 2,540 |
gakonst/ethers-rs
Complete Ethereum & Celo library and wallet implementation in Rust. https://docs.rs/ethers
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| Stars | 2,518 |
r-lib/devtools
Tools to make an R developer's life easier
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| Stars | 2,514 |
yihui/knitr
A general-purpose tool for dynamic report generation in R
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| Stars | 2,459 |
hadley/adv-r
Advanced R: a book
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| Stars | 2,457 |
rmcelreath/rethinking
Statistical Rethinking course and book package
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| Stars | 2,402 |
ktaranov/sqlserver-kit
Useful links, scripts, tools and best practice for Microsoft SQL Server Database
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| Stars | 2,393 |
rmcelreath/stat_rethinking_2023
Statistical Rethinking Course for Jan-Mar 2023
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| Stars | 2,381 |
gtk-rs/gtk4-rs
Rust bindings of GTK 4
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| Stars | 2,327 |
chinedufn/percy
Build frontend browser apps with Rust + WebAssembly. Supports server side rendering.
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| Stars | 2,310 |
randy3k/radian
A 21 century R console
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| Stars | 2,282 |
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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| Stars | 2,256 |
IndrajeetPatil/ggstatsplot
Enhancing {ggplot2} plots with statistical analysis 📊📣
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| Stars | 2,190 |
tylermorganwall/rayshader
R Package for 2D and 3D mapping and data visualization
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| Stars | 2,170 |
serokell/deploy-rs
A simple multi-profile Nix-flake deploy tool.
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| Stars | 2,169 |
