The Top 2,149 R Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

The Top 2,149 R Open Source Projects

Categories > Programming Languages > R

Spark ⭐28,121

Apache Spark - A unified analytics engine for large-scale data processing

Graal ⭐14,036

GraalVM: Run Programs Faster Anywhere 🚀

Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.

Lightgbm ⭐11,837

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.

Prophet ⭐11,822

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

Ds Cheatsheets ⭐8,172

List of Data Science Cheatsheets to rule the world

mal - Make a Lisp

Catboost ⭐5,524

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.

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.

Ggplot2 ⭐4,692

An implementation of the Grammar of Graphics in R

Awesome R ⭐4,323

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

Easy interactive web applications with R

Metaflow ⭐3,771

Build and manage real-life data science projects with ease.

Papermill ⭐3,762

📚 Parameterize, execute, and analyze notebooks

Ml_for_hackers ⭐3,578

Code accompanying the book "Machine Learning for Hackers"

dplyr: A grammar of data manipulation

Swirl_courses ⭐3,526

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

Anomalydetection ⭐3,276

Anomaly Detection with R

Data Science At The Command Line ⭐2,885

Data Science at the Command Line

R for data science: a book

Bookdown ⭐2,197

Authoring Books and Technical Documents with R Markdown

Awesome Network Analysis ⭐2,111

A curated list of awesome network analysis resources.

Awesome Quant ⭐2,056

中国的Quant相关资源索引

Devtools ⭐2,016

Tools to make an R developer's life easier

A general-purpose tool for dynamic report generation in R

Rmarkdown ⭐1,979

Dynamic Documents for R

Awesome Machine Learning Interpretability ⭐1,915

A curated list of awesome machine learning interpretability resources.

Plotly ⭐1,852

An interactive graphing library for R

Benchm Ml ⭐1,791

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.).

Advanced R: a book

Investing ⭐1,725

Investing Returns on the Market as a Whole

Nyc Taxi Data ⭐1,710

Import public NYC taxi and for-hire vehicle (Uber, Lyft, etc.) trip data into PostgreSQL database

Patchwork ⭐1,700

The Composer of ggplots

M2cgen ⭐1,700

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

Gganimate ⭐1,630

A Grammar of Animated Graphics

Forecasting ⭐1,614

Time Series Forecasting Best Practices & Examples

Stats337 ⭐1,612

Readings in applied data science

Datasciencer ⭐1,603

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

Datasciencecoursera ⭐1,576

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

Differentialequations.jl ⭐1,540

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components

Ml Workspace ⭐1,535

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

Esl Cn ⭐1,455

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

Machine Learning in R

Nodebook ⭐1,439

Nodebook - Multi-Lang Web REPL + CLI Code runner

lists of most popular repositories for most favoured programming languages (according to StackOverflow)

Diagrammer ⭐1,403

Graph and network visualization using tabular data in R.

Rmd source files for the HarvardX series PH525x

Irkernel ⭐1,345

R kernel for Jupyter

Wesanderson ⭐1,290

A Wes Anderson color palette for R

H2o Tutorials ⭐1,284

Tutorials and training material for the H2O Machine Learning Platform

Rayshader ⭐1,281

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

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

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

Blogdown ⭐1,255

Create Blogs and Websites with R Markdown

Tofsims ⭐1,250

Rethinking ⭐1,225

Statistical Rethinking course and book package

Tensorflow ⭐1,199

TensorFlow for R

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

Reticulate ⭐1,193

R Interface to Python

Simple web scraping for R

Causalimpact ⭐1,187

An R package for causal inference in time series

Aif360 ⭐1,142

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.

Plumber ⭐1,120

Turn your R code into a web API.

Bbplot ⭐1,117

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

Ggthemes ⭐1,086

Additional themes, scales, and geoms for ggplot2

Xaringan ⭐1,052

Presentation Ninja 幻灯忍者 · 写轮眼

Sqlserver Kit ⭐1,047

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

Convert statistical analysis objects from R into tidy format

Esquisse ⭐1,014

RStudio add-in to make plots with ggplot2

Finmind ⭐1,006

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/

Rnaseq_tutorial ⭐999

Informatics for RNA-seq: A web resource for analysis on the cloud. Educational tutorials and working pipelines for RNA-seq analysis including an introduction to: cloud computing, critical file formats, reference genomes, gene annotation, expression, differential expression, alternative splicing, data visualization, and interpretation.

Ggstatsplot ⭐991

Enhancing `ggplot2` plots with statistical analysis 📊🎨📣

Tidyverse ⭐962

Easily install and load packages from the tidyverse

Easily tidy data with spread and gather functions.

R toolkit for single cell genomics

Data Science Best Resources ⭐937

Carefully curated resource links for data science in one place

Advanced Shiny ⭐936

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

Tidytext ⭐935

Text mining using tidy tools ✨📄✨

🌀 Learn R, in R.

A functional programming toolkit for R

simple tools for data cleaning in R

Tidy Text Mining ⭐897

Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson

httr: a friendly http package for R

Forecast ⭐867

forecast package for R

CoCalc: Collaborative Calculation in the Cloud

Hrbrthemes ⭐847

🔏 Opinionated, typographic-centric ggplot2 themes and theme components

Naming Convention ⭐843

Templates for naming convention - TSQL, JavaScript, C#, R, Python, Powershell

Generate reproducible html5 slides from R markdown

A frictionless, pipeable approach to dealing with summary statistics

LaTeX Journal Article Templates for R Markdown

Geocompr ⭐816

Open source book: Geocomputation with R

Magrittr ⭐805

Improve the readability of R code with the pipe

Simple Features for R

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

Static Code Analysis for R

📍 Repel overlapping text labels away from each other.

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

Grammar of Graph Graphics

R Source ⭐771

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

Googlesheets ⭐764

Google Spreadsheets R API

1-100 of 2,149 projects