Awesome Open Source
Awesome Open Source
Combined Topics
data-science x
r x
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194

The Top 984 R Data Science Open Source Projects on Github

Categories > Data Processing > Data Science
Dash ⭐ 15,257
Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.
Ds Cheatsheets ⭐ 7,129
List of Data Science Cheatsheets to rule the world
Catboost ⭐ 6,129
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 ⭐ 5,573
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.
Awesome R ⭐ 4,775
A curated list of awesome R packages, frameworks and software.
Metaflow ⭐ 4,758
🚀 Build and manage real-life data science projects with ease
Data Science At The Command Line ⭐ 3,134
Data Science at the Command Line
R4ds ⭐ 3,119
R for data science: a book
Awesome Machine Learning Interpretability ⭐ 2,260
A curated list of awesome machine learning interpretability resources.
Ml Workspace ⭐ 2,232
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Datasciencecoursera ⭐ 1,838
Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.
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.).
Stats337 ⭐ 1,600
Readings in applied data science
Mlr ⭐ 1,522
Machine Learning in R
Datasciencer ⭐ 1,497
a curated list of R tutorials for Data Science, NLP and Machine Learning
Drake ⭐ 1,320
An R-focused pipeline toolkit for reproducibility and high-performance computing
Ggstatsplot ⭐ 1,305
Enhancing `ggplot2` plots with statistical analysis 📊🎨📣
H2o Tutorials ⭐ 1,305
Tutorials and training material for the H2O Machine Learning Platform
Data Science Best Resources ⭐ 1,258
Carefully curated resource links for data science in one place
Janitor ⭐ 1,045
simple tools for data cleaning in R
Tidyverse ⭐ 1,040
Easily install and load packages from the tidyverse
Datascience Box ⭐ 719
Data Science Course in a Box
Engsoccerdata ⭐ 612
English and European soccer results 1871-2020
Book_sample ⭐ 592
another book on data science
Moderndive_book ⭐ 569
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
Mlr3 ⭐ 559
mlr3: Machine Learning in R - next generation
Disk.frame ⭐ 555
Fast Disk-Based Parallelized Data Manipulation Framework for Larger-than-RAM Data
Data Science Your Way ⭐ 532
Ways of doing Data Science Engineering and Machine Learning in R and Python
Targets ⭐ 486
Function-oriented Make-like declarative workflows for R
Rio ⭐ 485
A Swiss-Army Knife for Data I/O
Rweekly.org ⭐ 464
R Weekly
Code ⭐ 459
Compilation of R and Python programming codes on the Data Professor YouTube channel.
Fivethirtyeight ⭐ 428
R package of data and code behind the stories and interactives at FiveThirtyEight
Dataexplorer ⭐ 399
Automate Data Exploration and Treatment
User Machine Learning Tutorial ⭐ 386
useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html
Dashr ⭐ 361
Create data science and AI web apps in R
Eseur Code Data ⭐ 321
Code and data used to create the examples in "Evidence-based Software Engineering based on the publicly available data"
Awesome R Learning Resources ⭐ 314
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).
Modeltime ⭐ 309
Modeltime unlocks time series forecast models and machine learning in one framework
Cartola ⭐ 304
Extração de dados da API do CartolaFC, análise exploratória dos dados e modelos preditivos em R e Python - 2014-20. [EN] Data munging, analysis and modeling of CartolaFC - the most popular fantasy football game in Brazil and maybe in the world. Data cover years 2014-19.
Gpboost ⭐ 254
Combining tree-boosting with Gaussian process and mixed effects models
Roger ⭐ 242
Golang RServe client. Use R from Go
Collapse ⭐ 240
Advanced and Fast Data Transformation in R
R4ds Exercise Solutions ⭐ 230
Exercise solutions to "R for Data Science"
Elastic ⭐ 230
R client for the Elasticsearch HTTP API
Voice Gender ⭐ 227
Gender recognition by voice and speech analysis
Climate Change Data ⭐ 226
🌍 A curated list of APIs, open data and ML/AI projects on climate change
Gwu_data_mining ⭐ 215
Materials for GWU DNSC 6279 and DNSC 6290.
Rpy2 ⭐ 208
Interface to use R from Python
Statistical Learning ⭐ 206
Lecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course
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!
Laurae ⭐ 194
Advanced High Performance Data Science Toolbox for R by Laurae
Lares ⭐ 189
R Library for Analytics and Machine Learning
Homlr ⭐ 188
Supplementary material for Hands-On Machine Learning with R, an applied book covering the fundamentals of machine learning with R.
Estadistica Con R ⭐ 178
Apuntes personales sobre estadística, machine learning y lenguaje de programación R
Data Science Toolkit ⭐ 164
Collection of stats, modeling, and data science tools in Python and R.
Datasciencevm ⭐ 150
Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)
Pecan ⭐ 146
The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.
Accelerators ⭐ 132
Data science and AI solution accelerator suite that provides templates for prototyping, reporting, and presenting data science analytics of specific domains
Griffon Vm ⭐ 123
Griffon Data Science Virtual Machine
Awesome Shiny Apps For Statistics ⭐ 119
🌟 A curated list of Awesome Shiny Apps for Statistics (ASAS)🌟
Rtemis ⭐ 112
Advanced Machine Learning and Visualization
Spark R Notebooks ⭐ 109
R on Apache Spark (SparkR) tutorials for Big Data analysis and Machine Learning as IPython / Jupyter notebooks
Mlr3pipelines ⭐ 109
Dataflow Programming for Machine Learning in R
Xda ⭐ 108
R package for exploratory data analysis
Ctv Archaeology ⭐ 106
CRAN Task View: Archaeological Science
Rmd4sci ⭐ 102
Rmarkdown for Scientists
Coffee Quality Database ⭐ 102
Building the Coffee Quality Institute Database
R Fundamentals ⭐ 95
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.
Data Science Blogs ⭐ 93
A Handful of D(u)S(t)
Breakdown ⭐ 87
Model Agnostics breakDown plots
Kbet ⭐ 84
An R package to test for batch effects in high-dimensional single-cell RNA sequencing data.
Sl3 ⭐ 82
💪 🤔 Modern Super Learning with Machine Learning Pipelines
Openml R ⭐ 80
R package to interface with OpenML
Gghoriplot ⭐ 73
A user-friendly, highly customizable R package for building horizon plots in ggplot2
Covid19 ⭐ 72
Using Kalman Filter to Predict Corona Virus Spread
Simputation ⭐ 71
Making imputation easy
Tsrepr ⭐ 67
TSrepr: R package for time series representations
Learnanalytics Mr4ds ⭐ 67
R and Microsoft R Workflows for Data Science
Brucer ⭐ 65
🛠 BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.
Advanced R ⭐ 65
Advanced Analytics with R training material delivered in a 2 day format
Rsparkling ⭐ 65
RSparkling: Use H2O Sparkling Water from R (Spark + R + Machine Learning)
Astsa ⭐ 63
R package to accompany Time Series Analysis and Its Applications: With R Examples -and- Time Series: A Data Analysis Approach Using R
Meetups Archivos ⭐ 62
Ppts, códigos y videos de las meetups, data science days, videollamadas y workshops. Data Science Research es una organización sin fines de lucro que busca difundir, descentralizar y difundir los conocimientos en Ciencia de Datos e Inteligencia Artificial en el Perú, dando oportunidades a nuevos talentos mediante MeetUps, Workshops y Semilleros de Conocimiento e Investigación.
Pipeliner ⭐ 61
Machine learning pipelines for R.
Datacomparer ⭐ 61
dataCompareR is an R package that allows users to compare two datasets and view a report on the similarities and differences.
R For Data Science Lunchbreak Lessons ⭐ 60
Source files for the LinkedIn Learning Course
Bcdata ⭐ 60
An R package for searching & retrieving data from the B.C. Data Catalogue
Targets Tutorial ⭐ 60
Short course on the targets R package
R Course ⭐ 59
Una introduccion al analisis de datos con R y R Studio
Fastverse ⭐ 59
An Extensible Suite of High-Performance and Low-Dependency Packages for Statistical Computing and Data Manipulation in R
Machine_learning ⭐ 58
Tutorials/tips on machine learning related topics
Vtree ⭐ 57
An R package for calculating and drawing variable trees
Drake ⭐ 57
The user manual for the drake R package
Tarchetypes ⭐ 57
Archetypes for targets and pipelines
Data Science Introduction With R ⭐ 57
R 语言数据科学导论 | Data Science Introduction with R
Drake Examples ⭐ 57
Example workflows for the drake R package
Genomicdatacommons ⭐ 55
Provide R access to the NCI Genomic Data Commons portal.
Semester Biology ⭐ 55
Lumberjack ⭐ 54
Track changes in data with ease
1-100 of 984 projects

Related Projects

Data Science Projects (8,692)
Python Data Science Projects (3,964)
Machine Learning Data Science Projects (3,640)
Jupyter Notebook Data Science Projects (3,302)
R Rstats Projects (2,444)
Python Machine Learning Data Science Projects (1,804)
Jupyter Notebook Machine Learning Data Science Projects (1,657)
Python Jupyter Notebook Data Science Projects (1,353)
Html R Projects (1,105)
Deep Learning Data Science Projects (1,030)
R Machine Learning Projects (990)
R Shiny Projects (978)
Python R Projects (964)
Python3 Data Science Projects (796)
Data Science Pandas Projects (693)
Python Jupyter Notebook Machine Learning Data Science Projects (677)
R Statistics Projects (579)
Html Data Science Projects (560)
Python Deep Learning Data Science Projects (513)
Python Data Science Pandas Projects (508)
R Data Visualization Projects (505)
R Ggplot2 Projects (501)
Data Science Statistics Projects (481)
Jupyter Notebook R Projects (464)
R Cran Projects (459)
Jupyter Notebook Deep Learning Data Science Projects (458)
Data Science Artificial Intelligence Projects (453)
R Visualization Projects (453)
R Data Analysis Projects (432)
R Rstudio Projects (408)
Jupyter Notebook Data Science Pandas Projects (406)
Python Python3 Data Science Projects (403)
Data Science Neural Network Projects (387)
R Rmarkdown Projects (375)
Machine Learning Data Science Artificial Intelligence Projects (363)
R Bioinformatics Projects (361)
Python3 Machine Learning Data Science Projects (347)
Data Science Scikit Learn Projects (343)
Javascript Data Science Projects (328)
Machine Learning Data Science Neural Network Projects (314)
Javascript R Projects (310)
C Plus Plus R Projects (307)
Data Science Nlp Projects (300)
R Tidyverse Projects (279)
Machine Learning Data Science Scikit Learn Projects (278)
Tensorflow Data Science Projects (277)
Python Jupyter Notebook Data Science Pandas Projects (277)
Data Science Dataset Projects (276)
R Machine Learning Data Science Projects (275)
Data Science Visualization Projects (268)
Data Science Matplotlib Projects (263)
Deep Learning Data Science Neural Network Projects (257)
Python Jupyter Notebook R Projects (251)
Data Science Natural Language Processing Projects (249)
Python R Machine Learning Projects (248)
Python Data Science Scikit Learn Projects (248)
Data Science Classification Projects (239)
Python R Data Science Projects (234)
Machine Learning Data Science Statistics Projects (226)
Python Data Science Artificial Intelligence Projects (224)
Data Science Jupyter Projects (223)
Data Science Ai Projects (209)
Python Machine Learning Data Science Scikit Learn Projects (208)
Machine Learning Tensorflow Data Science Projects (205)
Machine Learning Data Science Nlp Projects (197)
Deep Learning Data Science Artificial Intelligence Projects (188)
Machine Learning Data Science Classification Projects (186)
Python Machine Learning Data Science Artificial Intelligence Projects (186)
Data Science Rstats Projects (179)
R Text Mining Projects (172)
Data Science Tutorial Projects (170)
Data Science Regression Projects (168)
R Api Projects (167)
R Regression Projects (162)
R Clustering Projects (161)
Python Data Science Visualization Projects (131)
Data Science Analysis Projects (117)
Jupyter Notebook Data Science Visualization Projects (102)
Machine Learning Data Science Visualization Projects (87)
Jupyter Notebook Data Science Analysis Projects (51)
Python Data Science Analysis Projects (51)
Python Machine Learning Data Science Visualization Projects (46)
Machine Learning Data Science Analysis Projects (24)
R Data Science Analysis Projects (19)
Python Jupyter Notebook Data Science Analysis Projects (17)
Data Science Visualization Analysis Projects (13)
Python Machine Learning Data Science Analysis Projects (11)
Jupyter Notebook Machine Learning Data Science Analysis Projects (10)
Jupyter Notebook Data Science Visualization Analysis Projects (7)
Data Science Big Projects (4)
Machine Learning Deep Data Science Projects (3)
Python Data Science Visualization Analysis Projects (3)
Data Science Mining Projects (2)
Jupyter Notebook Machine Learning Deep Data Science Projects (2)
Python Data Science Mining Projects (2)
Machine Learning Deep Data Science Neural Network Projects (2)
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
"GitHub" is a registered trademark of GitHub, Inc. Awesome Open Source is not affiliated with GitHub.

All non readme contents or Github based topics or project metadata copyright Awesome Open Source 2018-2021