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The Top 37,470 R Open Source Projects

Ml For Beginners ⭐ 44,629
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
most recent commit 18 hours ago
Spark ⭐ 34,928
Apache Spark - A unified analytics engine for large-scale data processing
dependent packages 882total releases 46most recent commit 7 hours ago
Bevy ⭐ 21,705
A refreshingly simple data-driven game engine built in Rust
dependent packages 301total releases 15most recent commit 7 hours agocargo bevy} Downloads
Graal ⭐ 18,158
GraalVM: Run Programs Faster Anywhere 🚀
dependent packages 59total releases 44most recent commit 7 hours ago
Dash ⭐ 18,045
Data Apps & Dashboards for Python. No JavaScript Required.
dependent packages 413total releases 154most recent commit 9 hours agopypi dash} Downloads
Prophet ⭐ 15,462
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
dependent packages 51total releases 14most recent commit 7 days agopypi fbprophet} Downloads
Lightgbm ⭐ 14,599
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.
dependent packages 365total releases 29most recent commit 3 days agopypi lightgbm} Downloads
Termui ⭐ 12,186
Golang terminal dashboard
dependent packages 173total releases 3most recent commit 3 months ago
Ds Cheatsheets ⭐ 11,535
List of Data Science Cheatsheets to rule the world
most recent commit 3 months ago
Mal ⭐ 9,145
mal - Make a Lisp
most recent commit 9 days ago
Wowchemy Hugo Themes ⭐ 6,975
🔥 Hugo website builder, Hugo themes & Hugo CMS. No code, easily build with blocks! 创建在线课程，学术简历或初创网站。#OpenScience
most recent commit a day ago
Catboost ⭐ 6,922
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.
dependent packages 5total releases 59most recent commit 4 days ago
Metaflow ⭐ 6,359
🚀 Build and manage real-life data science projects with ease!
total releases 57most recent commit a day ago
H2o 3 ⭐ 6,126
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.
dependent packages 30total releases 232most recent commit 8 hours ago
Ggplot2 ⭐ 5,765
An implementation of the Grammar of Graphics in R
most recent commit 3 days ago
Awesome R ⭐ 5,264
A curated list of awesome R packages, frameworks and software.
most recent commit 2 months ago
Gfx ⭐ 5,197
[maintenance mode] A low-overhead Vulkan-like GPU API for Rust.
dependent packages 74total releases 51most recent commit 4 months agocargo gfx} Downloads
Papermill ⭐ 5,073
📚 Parameterize, execute, and analyze notebooks
dependent packages 111total releases 72most recent commit 19 days agopypi papermill} Downloads
Rspapers ⭐ 4,925
A Curated List of Must-read Papers on Recommender System.
most recent commit a month ago
Shiny ⭐ 4,898
Easy interactive web applications with R
most recent commit 12 days ago
Futures Rs ⭐ 4,712
Zero-cost asynchronous programming in Rust
dependent packages 7,227total releases 65most recent commit 3 days agocargo futures} Downloads
Dplyr ⭐ 4,336
dplyr: A grammar of data manipulation
dependent packages 4,019total releases 40most recent commit 9 hours ago
Awesome Embedded Rust ⭐ 4,102
Curated list of resources for Embedded and Low-level development in the Rust programming language
most recent commit 2 days ago
Swirl_courses ⭐ 3,995
🎓 A collection of interactive courses for the swirl R package.
most recent commit a month ago
R4ds ⭐ 3,843
R for data science: a book
most recent commit a day ago
Pest ⭐ 3,581
The Elegant Parser
dependent packages 473total releases 55most recent commit 15 hours agocargo pest} Downloads
Wave ⭐ 3,398
Realtime Web Apps and Dashboards for Python and R
total releases 60most recent commit 19 hours ago
Data Science At The Command Line ⭐ 3,231
Data Science at the Command Line
most recent commit a year ago
Immutables ⭐ 3,210
Annotation processor to create immutable objects and builders. Feels like Guava's immutable collections but for regular value objects. JSON, Jackson, Gson, JAX-RS integrations included
dependent packages 337total releases 134most recent commit a month ago
Data.table ⭐ 3,190
R's data.table package extends data.frame:
dependent packages 1,466total releases 57most recent commit a month ago
Stat_rethinking_2022 ⭐ 2,837
Statistical Rethinking course winter 2022
most recent commit a year ago
Ml Workspace ⭐ 2,816
🛠 All-in-one web-based IDE specialized for machine learning and data science.
most recent commit 3 months ago
Webrtc ⭐ 2,739
A pure Rust implementation of WebRTC
dependent packages 7total releases 33most recent commit 4 days agocargo webrtc} Downloads
Awesome Network Analysis ⭐ 2,604
A curated list of awesome network analysis resources.
most recent commit a year ago
Rmarkdown ⭐ 2,594
Dynamic Documents for R
dependent packages 7,195total releases 45most recent commit 12 days ago
Differentialequations.jl ⭐ 2,424
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.
most recent commit a month ago
Awesome Machine Learning Interpretability ⭐ 2,421
A curated list of awesome machine learning interpretability resources.
most recent commit a year ago
Forecasting ⭐ 2,389
Time Series Forecasting Best Practices & Examples
most recent commit 3 months ago
M2cgen ⭐ 2,366
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
dependent packages 3total releases 13most recent commit a day agopypi m2cgen} Downloads
Plotly.r ⭐ 2,299
An interactive graphing library for R
most recent commit a month ago
Knitr ⭐ 2,237
A general-purpose tool for dynamic report generation in R
most recent commit 13 hours ago
Data Science Best Resources ⭐ 2,226
Carefully curated resource links for data science in one place
most recent commit 14 days ago
Devtools ⭐ 2,221
Tools to make an R developer's life easier
dependent packages 536total releases 48most recent commit 4 months ago
Awesome Quant ⭐ 2,175
中国的Quant相关资源索引
most recent commit 2 years ago
Adv R ⭐ 2,164
Advanced R: a book
most recent commit 21 days ago
Percy ⭐ 2,124
Build frontend browser apps with Rust + WebAssembly. Supports server side rendering.
dependent packages 4total releases 22most recent commit a month agocargo virtual-node} Downloads
Patchwork ⭐ 2,122
The Composer of ggplots
most recent commit 6 months ago
Esl Cn ⭐ 2,073
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
most recent commit 3 months ago
Imgui Rs ⭐ 2,057
Rust bindings for Dear ImGui
dependent packages 58total releases 36most recent commit 5 days agocargo imgui} Downloads
Aif360 ⭐ 1,949
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.
dependent packages 8total releases 10most recent commit 16 days agopypi aif360} Downloads
Nyc Taxi Data ⭐ 1,892
Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database
most recent commit a day ago
Rethinking ⭐ 1,875
Statistical Rethinking course and book package
most recent commit 8 days ago
Benchm Ml ⭐ 1,839
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.).
most recent commit 5 months ago
Datasciencecoursera ⭐ 1,838
Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.
most recent commit a year ago
Finmind ⭐ 1,837
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/
total releases 124most recent commit a month ago
Gganimate ⭐ 1,812
A Grammar of Animated Graphics
most recent commit 5 months ago
Rayshader ⭐ 1,791
R Package for 2D and 3D mapping and data visualization
dependent packages 3total releases 12most recent commit 5 days ago
Config Rs ⭐ 1,788
⚙️ Layered configuration system for Rust applications (with strong support for 12-factor applications).
dependent packages 305total releases 26most recent commit 4 days agocargo config} Downloads
Flutter Rs ⭐ 1,741
Build beautiful desktop apps with flutter and rust. 🌠 (wip)
dependent packages 1total releases 11most recent commit 2 years agocargo flutter-engine} Downloads
Investing ⭐ 1,720
Investing Returns on the Market as a Whole
most recent commit 6 years ago
Sqlserver Kit ⭐ 1,708
Useful links, scripts, tools and best practice for Microsoft SQL Server Database
most recent commit a month ago
Arl ⭐ 1,708
lists of most popular repositories for most favoured programming languages (according to StackOverflow)
most recent commit 2 months ago
Seurat ⭐ 1,672
R toolkit for single cell genomics
most recent commit 8 days ago
Labs ⭐ 1,668
Rmd source files for the HarvardX series PH525x
most recent commit 7 months ago
Ggstatsplot ⭐ 1,640
Enhancing {ggplot2} plots with statistical analysis 📊📣
dependent packages 3total releases 33most recent commit 5 days ago
Gt ⭐ 1,638
Easily generate information-rich, publication-quality tables from R
dependent packages 35total releases 8most recent commit 4 days ago
Stats337 ⭐ 1,600
Readings in applied data science
most recent commit 5 years ago
Mlr ⭐ 1,595
Machine Learning in R
dependent packages 36total releases 22most recent commit 13 hours ago
Diagrammer ⭐ 1,590
Graph and network visualization using tabular data in R
dependent packages 81total releases 20most recent commit 2 months ago
Blogdown ⭐ 1,589
Create Blogs and Websites with R Markdown
dependent packages 4total releases 32most recent commit 11 days ago
Esquisse ⭐ 1,586
RStudio add-in to make plots interactively with ggplot2
dependent packages 3total releases 14most recent commit 12 days ago
Irkernel ⭐ 1,543
R kernel for Jupyter
most recent commit 17 days ago
Wesanderson ⭐ 1,529
A Wes Anderson color palette for R
dependent packages 17total releases 3most recent commit a year ago
Retroshare ⭐ 1,521
RetroShare is a Free and Open Source cross-platform, Friend-2-Friend and secure decentralised communication platform.
most recent commit 6 days ago
Radian ⭐ 1,516
A 21 century R console
total releases 35most recent commit 2 months ago
Ethers Rs ⭐ 1,511
Complete Ethereum & Celo library and wallet implementation in Rust. https://docs.rs/ethers
dependent packages 19total releases 37most recent commit 8 hours agocargo ethers-core} Downloads
Reticulate ⭐ 1,498
R Interface to Python
dependent packages 156total releases 30most recent commit 10 days ago
Datasciencer ⭐ 1,497
a curated list of R tutorials for Data Science, NLP and Machine Learning
most recent commit 5 years ago
Nodebook ⭐ 1,490
Nodebook - Multi-Lang Web REPL + CLI Code runner
most recent commit a year ago
Caret ⭐ 1,486
caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
dependent packages 278total releases 138most recent commit 3 months ago
Causalimpact ⭐ 1,484
An R package for causal inference in time series
dependent packages 2total releases 8most recent commit 3 months ago
Naming Convention ⭐ 1,477
Templates for naming convention - TSQL, JavaScript, C#, R, Python, Powershell
most recent commit 5 months ago
Jupyterlab Lsp ⭐ 1,416
Coding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) using Language Server Protocol
dependent packages 5total releases 19most recent commit 2 days agopypi jupyterlab-lsp} Downloads
H2o Tutorials ⭐ 1,403
Tutorials and training material for the H2O Machine Learning Platform
most recent commit 6 months ago
Xaringan ⭐ 1,401
Presentation Ninja 幻灯忍者 · 写轮眼
dependent packages 14total releases 25most recent commit 2 months ago
Rvest ⭐ 1,383
Simple web scraping for R
dependent packages 218total releases 9most recent commit a month ago
Surf ⭐ 1,358
Fast and friendly HTTP client framework for async Rust
dependent packages 205total releases 23most recent commit 4 days agocargo surf} Downloads
Slog ⭐ 1,353
Structured, contextual, extensible, composable logging for Rust
dependent packages 387total releases 64most recent commit a month agocargo slog} Downloads
Im Rs ⭐ 1,343
Assorted immutable collection datatypes for Rust
dependent packages 86total releases 36most recent commit 5 days agocargo im} Downloads
Tidyverse ⭐ 1,340
Easily install and load packages from the tidyverse
dependent packages 309total releases 6most recent commit 15 days ago
Broom ⭐ 1,328
Convert statistical analysis objects from R into tidy format
dependent packages 249total releases 32most recent commit 3 days ago
Drake ⭐ 1,321
An R-focused pipeline toolkit for reproducibility and high-performance computing
dependent packages 1total releases 43most recent commit 6 months ago
Plumber ⭐ 1,304
Turn your R code into a web API.
most recent commit a month ago
Git2 Rs ⭐ 1,293
libgit2 bindings for Rust
dependent packages 583total releases 108most recent commit 2 days agocargo git2} Downloads
Rticles ⭐ 1,282
LaTeX Journal Article Templates for R Markdown
dependent packages 18total releases 22most recent commit 10 days ago
Geocompr ⭐ 1,270
Open source book: Geocomputation with R
most recent commit 4 days ago
Tensorflow ⭐ 1,265
TensorFlow for R
dependent packages 38total releases 23most recent commit 2 months ago
Ws Rs ⭐ 1,259
Lightweight, event-driven WebSockets for Rust.
dependent packages 70total releases 34most recent commit 10 months agocargo ws} Downloads
Awesome Conformal Prediction ⭐ 1,244
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
most recent commit 14 hours ago
Tidyr ⭐ 1,211
Tidy Messy Data
dependent packages 1,675total releases 28most recent commit 13 days ago
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