Awesome Open Source
Awesome Open Source
Combined Topics
r x
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210

The Top 2,290 R Open Source Projects

Spark ⭐ 29,395
Apache Spark - A unified analytics engine for large-scale data processing
Graal ⭐ 15,046
GraalVM: Run Programs Faster Anywhere 🚀
Dash ⭐ 14,336
Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.
Prophet ⭐ 12,548
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Lightgbm ⭐ 12,427
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.
Ds Cheatsheets ⭐ 8,588
List of Data Science Cheatsheets to rule the world
Mal ⭐ 7,571
mal - Make a Lisp
Catboost ⭐ 5,812
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 3 ⭐ 5,300
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 ⭐ 4,886
An implementation of the Grammar of Graphics in R
Awesome R ⭐ 4,532
A curated list of awesome R packages, frameworks and software.
Metaflow ⭐ 4,268
Build and manage real-life data science projects with ease.
Shiny ⭐ 4,218
Easy interactive web applications with R
Papermill ⭐ 4,064
📚 Parameterize, execute, and analyze notebooks
Dplyr ⭐ 3,716
dplyr: A grammar of data manipulation
Swirl_courses ⭐ 3,652
🎓 A collection of interactive courses for the swirl R package.
Ml_for_hackers ⭐ 3,599
Code accompanying the book "Machine Learning for Hackers"
Anomalydetection ⭐ 3,329
Anomaly Detection with R
Data Science At The Command Line ⭐ 2,986
Data Science at the Command Line
R4ds ⭐ 2,860
R for data science: a book
Awesome Quant ⭐ 2,305
中国的Quant相关资源索引
Awesome Network Analysis ⭐ 2,274
A curated list of awesome network analysis resources.
Rmarkdown ⭐ 2,104
Dynamic Documents for R
Awesome Machine Learning Interpretability ⭐ 2,094
A curated list of awesome machine learning interpretability resources.
Devtools ⭐ 2,067
Tools to make an R developer's life easier
Knitr ⭐ 2,047
A general-purpose tool for dynamic report generation in R
Plotly ⭐ 1,951
An interactive graphing library for R
Adv R ⭐ 1,897
Advanced R: a book
Ml Workspace ⭐ 1,863
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Patchwork ⭐ 1,840
The Composer of ggplots
Forecasting ⭐ 1,817
Time Series Forecasting Best Practices & Examples
Benchm Ml ⭐ 1,813
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.).
M2cgen ⭐ 1,785
Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby) with zero dependencies
Nyc Taxi Data ⭐ 1,762
Import public NYC taxi and for-hire vehicle (Uber, Lyft, etc.) trip data into PostgreSQL database
Investing ⭐ 1,733
Investing Returns on the Market as a Whole
Datasciencecoursera ⭐ 1,730
Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.
Differentialequations.jl ⭐ 1,726
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components
Gganimate ⭐ 1,675
A Grammar of Animated Graphics
Datasciencer ⭐ 1,663
a curated list of R tutorials for Data Science, NLP and Machine Learning
Stats337 ⭐ 1,614
Readings in applied data science
Esl Cn ⭐ 1,604
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
Arl ⭐ 1,494
lists of most popular repositories for most favoured programming languages (according to StackOverflow)
Mlr ⭐ 1,478
Machine Learning in R
Labs ⭐ 1,476
Rmd source files for the HarvardX series PH525x
Nodebook ⭐ 1,471
Nodebook - Multi-Lang Web REPL + CLI Code runner
Diagrammer ⭐ 1,438
Graph and network visualization using tabular data in R.
Finmind ⭐ 1,392
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/
Irkernel ⭐ 1,386
R kernel for Jupyter
Wesanderson ⭐ 1,366
A Wes Anderson color palette for R
Rayshader ⭐ 1,362
R Package for 2D and 3D mapping and data visualization
Rethinking ⭐ 1,343
Statistical Rethinking course and book package
Blogdown ⭐ 1,342
Create Blogs and Websites with R Markdown
Tofsims ⭐ 1,342
Aif360 ⭐ 1,340
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.
Caret ⭐ 1,315
caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
H2o Tutorials ⭐ 1,313
Tutorials and training material for the H2O Machine Learning Platform
Drake ⭐ 1,307
An R-focused pipeline toolkit for reproducibility and high-performance computing
Gt ⭐ 1,279
Easily generate information-rich, publication-quality tables from R
Causalimpact ⭐ 1,266
An R package for causal inference in time series
Reticulate ⭐ 1,264
R Interface to Python
Rvest ⭐ 1,258
Simple web scraping for R
Tensorflow ⭐ 1,210
TensorFlow for R
Plumber ⭐ 1,178
Turn your R code into a web API.
Sqlserver Kit ⭐ 1,174
Useful links, scripts, tools and best practice for Microsoft SQL Server Database
Xaringan ⭐ 1,158
Presentation Ninja 幻灯忍者 · 写轮眼
Ggstatsplot ⭐ 1,154
Enhancing `ggplot2` plots with statistical analysis 📊🎨📣
Bbplot ⭐ 1,146
R package that helps create and export ggplot2 charts in the style used by the BBC News data team
Data Science Best Resources ⭐ 1,141
Carefully curated resource links for data science in one place
Esquisse ⭐ 1,139
RStudio add-in to make plots with ggplot2
Ggthemes ⭐ 1,112
Additional themes, scales, and geoms for ggplot2
Broom ⭐ 1,101
Convert statistical analysis objects from R into tidy format
Seurat ⭐ 1,085
R toolkit for single cell genomics
Rnaseq_tutorial ⭐ 1,043
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.
Tidyverse ⭐ 1,030
Easily install and load packages from the tidyverse
Naming Convention ⭐ 1,004
Templates for naming convention - TSQL, JavaScript, C#, R, Python, Powershell
Tidyr ⭐ 1,001
Easily tidy data with spread and gather functions.
Janitor ⭐ 996
simple tools for data cleaning in R
Tidytext ⭐ 979
Text mining using tidy tools ✨📄✨
Tidy Text Mining ⭐ 973
Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson
Advanced Shiny ⭐ 967
🤹 Shiny tips & tricks for improving your apps and solving common problems
Purrr ⭐ 957
A functional programming toolkit for R
Swirl ⭐ 952
🌀 Learn R, in R.
Rticles ⭐ 908
LaTeX Journal Article Templates for R Markdown
Hrbrthemes ⭐ 906
🔏 Opinionated, typographic-centric ggplot2 themes and theme components
Radian ⭐ 905
A 21 century R console
Skimr ⭐ 905
A frictionless, pipeable approach to dealing with summary statistics
Forecast ⭐ 900
forecast package for R
Httr ⭐ 899
httr: a friendly http package for R
Cocalc ⭐ 895
CoCalc: Collaborative Calculation in the Cloud
Geocompr ⭐ 881
Open source book: Geocomputation with R
Ggrepel ⭐ 866
📍 Repel overlapping text labels away from each other.
Slidify ⭐ 843
Generate reproducible html5 slides from R markdown
Brms ⭐ 842
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
R Source ⭐ 841
Read-only mirror of R source code from https://svn.r-project.org/R/, updated hourly. See the build instructions on the wiki page.
Magrittr ⭐ 841
Improve the readability of R code with the pipe
Jupyterlab Lsp ⭐ 839
Coding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) using Language Server Protocol
Sf ⭐ 835
Simple Features for R
Ggraph ⭐ 831
Grammar of Graph Graphics
Lintr ⭐ 830
Static Code Analysis for R
Readr ⭐ 825
Read flat files (csv, tsv, fwf) into R
1-100 of 2,290 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210