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The Top 72,919 R Open Source Projects on Github

Spark ⭐ 31,940
Apache Spark - A unified analytics engine for large-scale data processing
Ml For Beginners ⭐ 28,807
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Graal ⭐ 16,459
GraalVM: Run Programs Faster Anywhere 🚀
Dash ⭐ 15,825
Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.
Prophet ⭐ 13,977
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Lightgbm ⭐ 13,407
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.
Mal ⭐ 8,375
mal - Make a Lisp
Ds Cheatsheets ⭐ 7,129
List of Data Science Cheatsheets to rule the world
Catboost ⭐ 6,318
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 Themes ⭐ 6,197
🔥 Hugo website builder, Hugo themes & Hugo CMS. No code, build with widgets! 创建在线课程，学术简历或初创网站。
H2o 3 ⭐ 5,700
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 ⭐ 5,249
An implementation of the Grammar of Graphics in R
Metaflow ⭐ 5,230
🚀 Build and manage real-life data science projects with ease!
Awesome R ⭐ 4,775
A curated list of awesome R packages, frameworks and software.
Shiny ⭐ 4,544
Easy interactive web applications with R
Papermill ⭐ 4,523
📚 Parameterize, execute, and analyze notebooks
Dplyr ⭐ 3,980
dplyr: A grammar of data manipulation
Swirl_courses ⭐ 3,755
🎓 A collection of interactive courses for the swirl R package.
R4ds ⭐ 3,283
R for data science: a book
Data Science At The Command Line ⭐ 3,173
Data Science at the Command Line
Data.table ⭐ 2,953
R's data.table package extends data.frame:
Wave ⭐ 2,799
Realtime Web Apps and Dashboards for Python and R
Awesome Network Analysis ⭐ 2,490
A curated list of awesome network analysis resources.
Awesome Machine Learning Interpretability ⭐ 2,421
A curated list of awesome machine learning interpretability resources.
Rmarkdown ⭐ 2,357
Dynamic Documents for R
Stat_rethinking_2022 ⭐ 2,322
Statistical Rethinking course winter 2022
Ml Workspace ⭐ 2,294
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Awesome Quant ⭐ 2,175
中国的Quant相关资源索引
Devtools ⭐ 2,149
Tools to make an R developer's life easier
Knitr ⭐ 2,147
A general-purpose tool for dynamic report generation in R
Forecasting ⭐ 2,122
Time Series Forecasting Best Practices & Examples
Plotly.r ⭐ 2,106
An interactive graphing library for R
Differentialequations.jl ⭐ 2,056
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components
Adv R ⭐ 2,001
Advanced R: a book
M2cgen ⭐ 2,000
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
Patchwork ⭐ 1,902
The Composer of ggplots
Esl Cn ⭐ 1,883
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
Datasciencecoursera ⭐ 1,838
Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.
Nyc Taxi Data ⭐ 1,807
Import public NYC taxi and for-hire vehicle (Uber, Lyft, etc.) trip data into PostgreSQL database
Benchm Ml ⭐ 1,766
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.).
Investing ⭐ 1,720
Investing Returns on the Market as a Whole
Finmind ⭐ 1,645
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/
Aif360 ⭐ 1,615
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.
Arl ⭐ 1,602
lists of most popular repositories for most favoured programming languages (according to StackOverflow)
Stats337 ⭐ 1,600
Readings in applied data science
Mlr ⭐ 1,554
Machine Learning in R
Rethinking ⭐ 1,521
Statistical Rethinking course and book package
Diagrammer ⭐ 1,504
Graph and network visualization using tabular data in R.
Datasciencer ⭐ 1,497
a curated list of R tutorials for Data Science, NLP and Machine Learning
Nodebook ⭐ 1,490
Nodebook - Multi-Lang Web REPL + CLI Code runner
Rayshader ⭐ 1,489
R Package for 2D and 3D mapping and data visualization
Labs ⭐ 1,484
Rmd source files for the HarvardX series PH525x
Blogdown ⭐ 1,457
Create Blogs and Websites with R Markdown
Gt ⭐ 1,455
Easily generate information-rich, publication-quality tables from R
Irkernel ⭐ 1,448
R kernel for Jupyter
Wesanderson ⭐ 1,428
A Wes Anderson color palette for R
Ggstatsplot ⭐ 1,404
Enhancing `{ggplot2}` plots with statistical analysis 📊🎨📣
Reticulate ⭐ 1,368
R Interface to Python
Sqlserver Kit ⭐ 1,368
Useful links, scripts, tools and best practice for Microsoft SQL Server Database
Caret ⭐ 1,365
caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
Esquisse ⭐ 1,360
RStudio add-in to make plots interactively with ggplot2
H2o Tutorials ⭐ 1,358
Tutorials and training material for the H2O Machine Learning Platform
Seurat ⭐ 1,323
R toolkit for single cell genomics
Drake ⭐ 1,320
An R-focused pipeline toolkit for reproducibility and high-performance computing
Rvest ⭐ 1,305
Simple web scraping for R
Causalimpact ⭐ 1,287
An R package for causal inference in time series
Data Science Best Resources ⭐ 1,258
Carefully curated resource links for data science in one place
Plumber ⭐ 1,239
Turn your R code into a web API.
Tensorflow ⭐ 1,235
TensorFlow for R
Broom ⭐ 1,231
Convert statistical analysis objects from R into tidy format
Radian ⭐ 1,219
A 21 century R console
Xaringan ⭐ 1,209
Presentation Ninja 幻灯忍者 · 写轮眼
Naming Convention ⭐ 1,208
Templates for naming convention - TSQL, JavaScript, C#, R, Python, Powershell
Jupyterlab Lsp ⭐ 1,157
Coding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) using Language Server Protocol
Tidyverse ⭐ 1,132
Easily install and load packages from the tidyverse
Tidyr ⭐ 1,121
Tidy Messy Data
Rticles ⭐ 1,099
LaTeX Journal Article Templates for R Markdown
Ggthemes ⭐ 1,096
Additional themes, scales, and geoms for ggplot2
Janitor ⭐ 1,083
simple tools for data cleaning in R
Tidy Text Mining ⭐ 1,067
Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson
Geocompr ⭐ 1,058
Open source book: Geocomputation with R
Bbplot ⭐ 1,018
R package that helps create and export ggplot2 charts in the style used by the BBC News data team
Tidytext ⭐ 1,017
Text mining using tidy tools ✨📄✨
Advanced Shiny ⭐ 1,011
🤹 Shiny tips & tricks for improving your apps and solving common problems
Purrr ⭐ 998
A functional programming toolkit for R
Skimr ⭐ 978
A frictionless, pipeable approach to dealing with summary statistics
Sf ⭐ 966
Simple Features for R
Cocalc ⭐ 965
CoCalc: Collaborative Calculation in the Cloud
Brms ⭐ 954
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
Mastering Shiny ⭐ 952
Mastering Shiny: a book
Forecast ⭐ 951
forecast package for R
Hrbrthemes ⭐ 941
🔏 Opinionated, typographic-centric ggplot2 themes and theme components
Ggrepel ⭐ 935
📍 Repel overlapping text labels away from each other.
Rnaseq_tutorial ⭐ 933
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.
Httr ⭐ 922
httr: a friendly http package for R
Adam ⭐ 914
ADAM is a genomics analysis platform with specialized file formats built using Apache Avro, Apache Spark, and Apache Parquet. Apache 2 licensed.
Lintr ⭐ 911
Static Code Analysis for R
R Source ⭐ 910
Read-only mirror of R source code from https://svn.r-project.org/R/, updated hourly. See the build instructions on the wiki page.
Stock_analysis_for_quant ⭐ 907
Different Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau
Swirl ⭐ 887
🌀 Learn R, in R.
1-100 of 72,919 projects

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