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The Top 667 R Data Science Open Source Projects

Categories > Data Processing > Data Science
Ml For Beginners ⭐ 35,884
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
most recent commit 8 days ago
Dash ⭐ 16,504
Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.
dependent packages 395total releases 149most recent commit 10 hours agopypi dash} Downloads
Ds Cheatsheets ⭐ 9,984
List of Data Science Cheatsheets to rule the world
most recent commit 2 months ago
Catboost ⭐ 6,521
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 4total releases 58most recent commit 2 hours ago
Wowchemy Hugo Themes ⭐ 6,458
🔥 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。
most recent commit 5 days ago
H2o 3 ⭐ 5,824
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 226most recent commit 3 hours ago
Metaflow ⭐ 5,613
🚀 Build and manage real-life data science projects with ease!
total releases 45most recent commit 7 days ago
Ggplot2 ⭐ 5,427
An implementation of the Grammar of Graphics in R
most recent commit 5 hours ago
Awesome R ⭐ 4,775
A curated list of awesome R packages, frameworks and software.
most recent commit 7 months ago
R4ds ⭐ 3,471
R for data science: a book
most recent commit 7 days ago
Data Science At The Command Line ⭐ 3,231
Data Science at the Command Line
most recent commit 3 months ago
Awesome Machine Learning Interpretability ⭐ 2,421
A curated list of awesome machine learning interpretability resources.
most recent commit 5 months ago
Ml Workspace ⭐ 2,294
🛠 All-in-one web-based IDE specialized for machine learning and data science.
most recent commit 6 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 9 months ago
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.).
most recent commit 3 years ago
Stats337 ⭐ 1,600
Readings in applied data science
most recent commit 4 years ago
Mlr ⭐ 1,569
Machine Learning in R
dependent packages 36total releases 22most recent commit 19 days ago
Ggstatsplot ⭐ 1,501
Enhancing `{ggplot2}` plots with statistical analysis 📊🎨📣
dependent packages 2total releases 31most recent commit 6 days ago
Datasciencer ⭐ 1,497
a curated list of R tutorials for Data Science, NLP and Machine Learning
most recent commit 4 years ago
H2o Tutorials ⭐ 1,380
Tutorials and training material for the H2O Machine Learning Platform
most recent commit a month ago
Drake ⭐ 1,320
An R-focused pipeline toolkit for reproducibility and high-performance computing
dependent packages 1total releases 43most recent commit 8 months ago
Data Science Best Resources ⭐ 1,258
Carefully curated resource links for data science in one place
most recent commit a year ago
Tidyverse ⭐ 1,169
Easily install and load packages from the tidyverse
dependent packages 309total releases 6most recent commit 3 months ago
Janitor ⭐ 1,133
simple tools for data cleaning in R
dependent packages 42total releases 12most recent commit 5 days ago
Datascience Box ⭐ 752
Data Science Course in a Box
most recent commit a month ago
Easystats ⭐ 711
🌌 The R easystats-project
most recent commit 2 days ago
Engsoccerdata ⭐ 662
English and European soccer results 1871-2020
most recent commit 4 months ago
Mlr3 ⭐ 651
mlr3: Machine Learning in R - next generation
dependent packages 31total releases 23most recent commit 4 days ago
Moderndive_book ⭐ 613
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
most recent commit 8 days ago
Book_sample ⭐ 592
another book on data science
most recent commit 2 years ago
Targets ⭐ 587
Function-oriented Make-like declarative workflows for R
most recent commit 16 hours ago
Disk.frame ⭐ 578
Fast Disk-Based Parallelized Data Manipulation Framework for Larger-than-RAM Data
most recent commit 2 months ago
Data Science Your Way ⭐ 532
Ways of doing Data Science Engineering and Machine Learning in R and Python
most recent commit a year ago
Rweekly.org ⭐ 518
R Weekly
most recent commit 7 hours ago
Rio ⭐ 499
A Swiss-Army Knife for Data I/O
dependent packages 36total releases 21most recent commit 6 months ago
Code ⭐ 459
Compilation of R and Python programming codes on the Data Professor YouTube channel.
most recent commit 7 months ago
Fivethirtyeight ⭐ 429
R package of data and code behind the stories and interactives at FiveThirtyEight
dependent packages 2total releases 8most recent commit 6 months ago
Dataexplorer ⭐ 399
Automate Data Exploration and Treatment
total releases 11most recent commit 9 months ago
Awesome Conformal Prediction ⭐ 395
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD theses, articles and open-source libraries.
most recent commit 14 hours ago
User Machine Learning Tutorial ⭐ 386
useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html
most recent commit 4 years ago
Dashr ⭐ 369
Create data science and AI web apps in R
dependent packages 1total releases 4most recent commit 4 months ago
Modeltime ⭐ 369
Modeltime unlocks time series forecast models and machine learning in one framework
dependent packages 10total releases 18most recent commit a month ago
Collapse ⭐ 363
Advanced and Fast Data Transformation in R
dependent packages 5total releases 23most recent commit 15 hours ago
Cartola ⭐ 358
Extração de dados da API do CartolaFC, análise exploratória dos dados e modelos preditivos em R e Python - 2014-22. [EN] Data munging, analysis and modeling of CartolaFC - the most popular fantasy football game in Brazil and maybe in the world. Data cover years 2014-22.
most recent commit 5 days ago
Awesome R Learning Resources ⭐ 335
A curated collection of free resources to help deepen your understanding of the R programming language. Updated regularly. Contributions encouraged via pull request (see contributing.md).
most recent commit 4 months ago
Eseur Code Data ⭐ 321
Code and data used to create the examples in "Evidence-based Software Engineering based on the publicly available data"
most recent commit a year ago
Gpboost ⭐ 317
Combining tree-boosting with Gaussian process and mixed effects models
total releases 43most recent commit 5 days ago
Introtodatascience ⭐ 300
GitHub Repository to accompany my YouTube series of videos on Introductory Data Science using R.
most recent commit 5 years ago
Mais ⭐ 298
Código de tratamento e infraestrutura do datalake público BD+ | 📖 Docs: https://basedosdados.github.io/mais/
total releases 139most recent commit 14 hours ago
Rpy2 ⭐ 272
Interface to use R from Python
dependent packages 158total releases 105most recent commit 5 days agopypi rpy2} Downloads
Voice Gender ⭐ 272
Gender recognition by voice and speech analysis
most recent commit 2 months ago
Sfnetworks ⭐ 257
Tidy Geospatial Networks in R
total releases 5most recent commit 3 months ago
Roger ⭐ 242
Golang RServe client. Use R from Go
most recent commit 3 years ago
R4ds Exercise Solutions ⭐ 230
Exercise solutions to "R for Data Science"
most recent commit a year ago
Elastic ⭐ 230
R client for the Elasticsearch HTTP API
dependent packages 1total releases 13most recent commit a year ago
Climate Change Data ⭐ 226
🌍 A curated list of APIs, open data and ML/AI projects on climate change
most recent commit 10 months ago
Data Science In Education ⭐ 219
Repository for 'Data Science in Education Using R' by Emily A. Bovee, Ryan A. Estrellado, Jesse Mostipak, Joshua M. Rosenberg, and Isabella C. Velásquez, Routledge 2020
most recent commit a month ago
R_tips ⭐ 219
A repository of R usage tips for data cleaning, data mining, data visualisation, statistical inference and machine learning.
most recent commit 14 days ago
Gwu_data_mining ⭐ 215
Materials for GWU DNSC 6279 and DNSC 6290.
most recent commit a year ago
Statistical Learning ⭐ 206
Lecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course
most recent commit 4 years ago
Lares ⭐ 201
R Library for Analytics and Machine Learning
dependent packages 1total releases 10most recent commit 22 days ago
Achoo ⭐ 197
Achoo uses a Raspberry Pi to predict if my son will need his inhaler on any given day using weather, pollen, and air quality data. If the prediction for a given day is above a specified threshold, the Pi will email his school nurse, and myself, notifying her that he may need preemptive treatment. Community-sourced health monitoring!
most recent commit 2 years ago
Laurae ⭐ 194
Advanced High Performance Data Science Toolbox for R by Laurae
most recent commit 5 years ago
Homlr ⭐ 188
Supplementary material for Hands-On Machine Learning with R, an applied book covering the fundamentals of machine learning with R.
most recent commit 2 years ago
Estadistica Con R ⭐ 178
Apuntes personales sobre estadística, machine learning y lenguaje de programación R
most recent commit a year ago
Data Science Toolkit ⭐ 164
Collection of stats, modeling, and data science tools in Python and R.
most recent commit a year ago
Ml Capsule ⭐ 161
ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.
most recent commit 2 days ago
Pecan ⭐ 155
The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.
most recent commit 3 days ago
Datasciencevm ⭐ 150
Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)
most recent commit a year ago
Rbooks ⭐ 147
A curated list of #rstats books
most recent commit 5 years ago
Accelerators ⭐ 132
Data science and AI solution accelerator suite that provides templates for prototyping, reporting, and presenting data science analytics of specific domains
most recent commit 3 years ago
Griffon Vm ⭐ 123
Griffon Data Science Virtual Machine
most recent commit 2 years ago
Awesome Shiny Apps For Statistics ⭐ 119
🌟 A curated list of Awesome Shiny Apps for Statistics (ASAS)🌟
most recent commit 4 years ago
Rtemis ⭐ 118
Advanced Machine Learning and Visualization
most recent commit 2 days ago
Mlr3pipelines ⭐ 114
Dataflow Programming for Machine Learning in R
most recent commit 4 days ago
Ctv Archaeology ⭐ 114
CRAN Task View: Archaeological Science
most recent commit 2 days ago
Rmd4sci ⭐ 113
Rmarkdown for Scientists
most recent commit 4 months ago
R Fundamentals ⭐ 112
D-Lab's 12 hour introduction to R Fundamentals. Learn how to create variables and functions, manipulate data frames, make visualizations, use control flow structures, and more, using R in RStudio.
most recent commit 15 days ago
Gghoriplot ⭐ 109
A user-friendly, highly customizable R package for building horizon plots in ggplot2
most recent commit 17 days ago
Spark R Notebooks ⭐ 109
R on Apache Spark (SparkR) tutorials for Big Data analysis and Machine Learning as IPython / Jupyter notebooks
most recent commit 5 years ago
Xda ⭐ 108
R package for exploratory data analysis
most recent commit 4 years ago
Fastverse ⭐ 107
An Extensible Suite of High-Performance and Low-Dependency Packages for Statistical Computing and Data Manipulation in R
dependent packages 1total releases 4most recent commit 7 days ago
Coffee Quality Database ⭐ 102
Building the Coffee Quality Institute Database
most recent commit 4 years ago
Kbet ⭐ 97
An R package to test for batch effects in high-dimensional single-cell RNA sequencing data.
most recent commit 5 days ago
Starter Hugo Research Group ⭐ 96
👥 Create a stunning Research Group, Team, or Organization Website with Wowchemy and Hugo
most recent commit a month ago
Data Science Blogs ⭐ 93
A Handful of D(u)S(t)
most recent commit 4 years ago
Sl3 ⭐ 90
💪 🤔 Modern Super Learning with Machine Learning Pipelines
most recent commit 2 months ago
Brucer ⭐ 89
📦 BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.
most recent commit 6 hours ago
Gds_env ⭐ 89
A containerised platform for Geographic Data Science
most recent commit 6 days ago
Breakdown ⭐ 87
Model Agnostics breakDown plots
dependent packages 6total releases 6most recent commit 2 years ago
Openml R ⭐ 80
R package to interface with OpenML
most recent commit 2 years ago
Astsa ⭐ 75
R package to accompany Time Series Analysis and Its Applications: With R Examples -and- Time Series: A Data Analysis Approach Using R
most recent commit 2 days ago
Covid19 ⭐ 72
Using Kalman Filter to Predict Corona Virus Spread
most recent commit 2 years ago
Simputation ⭐ 71
Making imputation easy
most recent commit 8 months ago
Funmodeling ⭐ 70
R package: funModeling: data cleaning, importance variable analysis and model perfomance
most recent commit 2 years ago
Tarchetypes ⭐ 70
Archetypes for targets and pipelines
most recent commit 19 days ago
R For Data Science Lunchbreak Lessons ⭐ 67
Source files for the LinkedIn Learning Course
most recent commit 2 days ago
Tsrepr ⭐ 67
TSrepr: R package for time series representations
most recent commit 2 years ago
Targets Tutorial ⭐ 66
Short course on the targets R package
most recent commit 7 months ago
Manjaro Linux ⭐ 66
Shell scripts for setting up Manjaro Linux for Python programming and deep learning
most recent commit 3 months ago
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