Awesome Open Source
Awesome Open Source
Combined Topics
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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 2,411 R Open Source Projects

Spark ⭐ 30,461
Apache Spark - A unified analytics engine for large-scale data processing
Graal ⭐ 15,650
GraalVM: Run Programs Faster Anywhere 🚀
Dash ⭐ 14,889
Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.
Prophet ⭐ 13,103
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Lightgbm ⭐ 12,796
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 ⭐ 9,055
List of Data Science Cheatsheets to rule the world
Mal ⭐ 8,001
mal - Make a Lisp
Catboost ⭐ 5,976
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.
Wowchemy Hugo Modules ⭐ 5,750
🔥 The website builder for Hugo. No code, build with widgets! 创建在线课程，学术简历或初创网站。
H2o 3 ⭐ 5,464
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 ⭐ 4,996
An implementation of the Grammar of Graphics in R
Awesome R ⭐ 4,686
A curated list of awesome R packages, frameworks and software.
Metaflow ⭐ 4,522
Build and manage real-life data science projects with ease.
Shiny ⭐ 4,305
Easy interactive web applications with R
Papermill ⭐ 4,254
📚 Parameterize, execute, and analyze notebooks
Dplyr ⭐ 3,781
dplyr: A grammar of data manipulation
Swirl_courses ⭐ 3,712
🎓 A collection of interactive courses for the swirl R package.
Ml_for_hackers ⭐ 3,605
Code accompanying the book "Machine Learning for Hackers"
Anomalydetection ⭐ 3,367
Anomaly Detection with R
Data Science At The Command Line ⭐ 3,072
Data Science at the Command Line
R4ds ⭐ 2,988
R for data science: a book
Data.table ⭐ 2,763
R's data.table package extends data.frame:
Wave ⭐ 2,640
Realtime Web Apps and Dashboards for Python and R
Awesome Quant ⭐ 2,401
中国的Quant相关资源索引
Awesome Network Analysis ⭐ 2,374
A curated list of awesome network analysis resources.
Awesome Machine Learning Interpretability ⭐ 2,221
A curated list of awesome machine learning interpretability resources.
Rmarkdown ⭐ 2,171
Dynamic Documents for R
Devtools ⭐ 2,084
Tools to make an R developer's life easier
Ml Workspace ⭐ 2,083
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Knitr ⭐ 2,071
A general-purpose tool for dynamic report generation in R
Plotly ⭐ 2,012
An interactive graphing library for R
Forecasting ⭐ 1,957
Time Series Forecasting Best Practices & Examples
Adv R ⭐ 1,940
Advanced R: a book
Patchwork ⭐ 1,915
The Composer of ggplots
Differentialequations.jl ⭐ 1,853
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components
M2cgen ⭐ 1,831
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
Benchm Ml ⭐ 1,825
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.).
Datasciencecoursera ⭐ 1,818
Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.
Nyc Taxi Data ⭐ 1,789
Import public NYC taxi and for-hire vehicle (Uber, Lyft, etc.) trip data into PostgreSQL database
Investing ⭐ 1,738
Investing Returns on the Market as a Whole
Esl Cn ⭐ 1,698
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
Datasciencer ⭐ 1,695
a curated list of R tutorials for Data Science, NLP and Machine Learning
Gganimate ⭐ 1,694
A Grammar of Animated Graphics
Stats337 ⭐ 1,621
Readings in applied data science
Arl ⭐ 1,550
lists of most popular repositories for most favoured programming languages (according to StackOverflow)
Labs ⭐ 1,525
Rmd source files for the HarvardX series PH525x
Mlr ⭐ 1,497
Machine Learning in R
Finmind ⭐ 1,487
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/
Nodebook ⭐ 1,485
Nodebook - Multi-Lang Web REPL + CLI Code runner
Diagrammer ⭐ 1,465
Graph and network visualization using tabular data in R.
Aif360 ⭐ 1,456
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.
Wesanderson ⭐ 1,433
A Wes Anderson color palette for R
Irkernel ⭐ 1,414
R kernel for Jupyter
Rethinking ⭐ 1,406
Statistical Rethinking course and book package
Rayshader ⭐ 1,399
R Package for 2D and 3D mapping and data visualization
Blogdown ⭐ 1,387
Create Blogs and Websites with R Markdown
Data Science Best Resources ⭐ 1,386
Carefully curated resource links for data science in one place
Tofsims ⭐ 1,355
Caret ⭐ 1,350
caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
H2o Tutorials ⭐ 1,341
Tutorials and training material for the H2O Machine Learning Platform
Gt ⭐ 1,340
Easily generate information-rich, publication-quality tables from R
Drake ⭐ 1,319
An R-focused pipeline toolkit for reproducibility and high-performance computing
Reticulate ⭐ 1,308
R Interface to Python
Causalimpact ⭐ 1,299
An R package for causal inference in time series
Rvest ⭐ 1,275
Simple web scraping for R
Ggstatsplot ⭐ 1,242
Enhancing `ggplot2` plots with statistical analysis 📊🎨📣
Sqlserver Kit ⭐ 1,235
Useful links, scripts, tools and best practice for Microsoft SQL Server Database
Esquisse ⭐ 1,225
RStudio add-in to make plots with ggplot2
Xaringan ⭐ 1,223
Presentation Ninja 幻灯忍者 · 写轮眼
Tensorflow ⭐ 1,219
TensorFlow for R
Plumber ⭐ 1,203
Turn your R code into a web API.
Bbplot ⭐ 1,188
R package that helps create and export ggplot2 charts in the style used by the BBC News data team
Seurat ⭐ 1,161
R toolkit for single cell genomics
Broom ⭐ 1,152
Convert statistical analysis objects from R into tidy format
Ggthemes ⭐ 1,132
Additional themes, scales, and geoms for ggplot2
Naming Convention ⭐ 1,118
Templates for naming convention - TSQL, JavaScript, C#, R, Python, Powershell
Tidyverse ⭐ 1,082
Easily install and load packages from the tidyverse
Radian ⭐ 1,082
A 21 century R console
Rnaseq_tutorial ⭐ 1,078
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.
Janitor ⭐ 1,032
simple tools for data cleaning in R
Tidyr ⭐ 1,030
Easily tidy data with spread and gather functions.
Tidy Text Mining ⭐ 1,013
Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson
Tidytext ⭐ 991
Text mining using tidy tools ✨📄✨
Advanced Shiny ⭐ 989
🤹 Shiny tips & tricks for improving your apps and solving common problems
Rticles ⭐ 980
LaTeX Journal Article Templates for R Markdown
Jupyterlab Lsp ⭐ 978
Coding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) using Language Server Protocol
Purrr ⭐ 976
A functional programming toolkit for R
Swirl ⭐ 966
🌀 Learn R, in R.
Hrbrthemes ⭐ 945
🔏 Opinionated, typographic-centric ggplot2 themes and theme components
Geocompr ⭐ 943
Open source book: Geocomputation with R
Skimr ⭐ 931
A frictionless, pipeable approach to dealing with summary statistics
Cocalc ⭐ 929
CoCalc: Collaborative Calculation in the Cloud
Forecast ⭐ 921
forecast package for R
Httr ⭐ 909
httr: a friendly http package for R
Mit 15 003 Data Science Tools ⭐ 898
Study guides for MIT's 15.003 Data Science Tools
Sf ⭐ 891
Simple Features for R
Ggrepel ⭐ 891
📍 Repel overlapping text labels away from each other.
Brms ⭐ 888
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
Mastering Shiny ⭐ 872
Mastering Shiny: a book
Lintr ⭐ 869
Static Code Analysis for R
1-100 of 2,411 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