R Language ML Education ML Frameworks

Educational resources, tutorials, workshops, and case studies for learning machine learning techniques and applications specifically in the R programming language. Does NOT include general R programming guides, Python ML frameworks, or non-educational ML repositories.

There are 160 r language ml education frameworks tracked. 11 score above 50 (established tier). The highest-rated is lucasmaystre/choix at 58/100 with 189 stars.

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#	Framework	Score	Tier	Stars	Language
1	lucasmaystre/choix Inference algorithms for models based on Luce's choice axiom	58	Established	189	Jupyter Notebook
2	laresbernardo/lares Analytics & Machine Learning R Sidekick	58	Established	239	R
3	TheAlgorithms/R Collection of various algorithms implemented in R.	57	Established	1,112	R
4	easystats/performance :muscle: Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)	55	Established	1,133	R
5	mlr-org/mlr Machine Learning in R	53	Established	1,679	R
6	ottogroup/palladium Framework for setting up predictive analytics services	53	Established	488	Python
7	erikaduan/r_tips R programming tips for data cleaning, data visualisation, statistical...	53	Established	809	R
8	leovan/data-science-introduction-with-r R 语言数据科学导论 \| Data Science Introduction with R	51	Established	137	TeX
9	ledell/useR-machine-learning-tutorial useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive ...	51	Established	401	Jupyter Notebook
10	joanby/r-course Una introduccion al analisis de datos con R y R Studio	51	Established	150	Java
11	rstudio-conf-2020/applied-ml Code and Resources for "Applied Machine Learning"	50	Established	162	HTML
12	juliasilge/supervised-ML-case-studies-course Supervised machine learning case studies in R! 💫 A free interactive...	49	Emerging	235	CSS
13	koalaverse/homlr Supplementary material for Hands-On Machine Learning with R, an applied book...	49	Emerging	236	CSS
14	rstudio-conf-2020/dl-keras-tf rstudio::conf(2020) deep learning workshop	49	Emerging	161	HTML
15	dlab-berkeley/Machine-Learning-in-R Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees,...	49	Emerging	194	CSS
16	aml4td/website Website sources for Applied Machine Learning for Tabular Data	49	Emerging	157	TeX
17	psaris/funq Source files for "Fun Q: A Functional Introduction to Machine Learning in Q"	48	Emerging	140	q
18	RasaHQ/rasalit Visualizations and helpers to improve and debug machine learning models for...	48	Emerging	311	Jupyter Notebook
19	citoverse/cito Building and Training Neural Networks with an R interface	46	Emerging	52	HTML
20	XiangyunHuang/data-analysis-in-action :book: R 语言数据分析实战（写作中） Data Analysis in Action Using R	46	Emerging	89	TeX
21	t-kalinowski/deep-learning-with-r-code Code from the book "Deep Learning with R"	46	Emerging	61	R
22	jasp-stats/jaspMachineLearning The Machine Learning Module	45	Emerging	8	R
23	faridcher/ml-course Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language	45	Emerging	174	R
24	rtemis-org/rtemis Advanced Machine Learning and Visualization	44	Emerging	147	R
25	viktormiok/CsppaRshiny The R Shiny App for machine learning analysis and visualization of cellular...	43	Emerging	2	R
26	kapsner/mlexperiments An extensible framework for reproducible machine learning experiments	43	Emerging	5	R
27	ben519/MLPB Machine Learning Problem Bible \| Problem Set Here >>	43	Emerging	716	R
28	JoaquinAmatRodrigo/Estadistica-con-R Apuntes personales sobre estadística, machine learning y lenguaje de programación R	43	Emerging	365	R
29	spsanderson/tidyAML Auto ML for the tidyverse	42	Emerging	70	R
30	m-clark/Miscellaneous-R-Code Code that might be useful to others for learning/demonstration purposes,...	41	Emerging	197	R
31	Laurae2/Laurae Advanced High Performance Data Science Toolbox for R by Laurae	40	Emerging	206	R
32	cran-task-views/MachineLearning CRAN Task View: Machine Learning & Statistical Learning	40	Emerging	15	—
33	yangycpku/macro_ML Course Website on Macroeconomic Analysis with Machine Learning and Big Data	40	Emerging	134	—
34	abhiamishra/ggshakeR An analysis and visualization R package that works with publicly available...	40	Emerging	118	R
35	alexrod61/regression-cookbook The repository contains all the source files for the Regression Cookbook....	40	Emerging	2	R
36	ctesta01/nadir Super learning with flexible formulas	40	Emerging	6	R
37	pnnl/DDKS A high-dimensional Kolmogorov-Smirnov distance for comparing high...	39	Emerging	27	Jupyter Notebook
38	mt1022/cubar R Package for Codon Usage Bias Analysis. Comprehensive documentation and...	39	Emerging	11	R
39	zhaorui-bi/DVAM-Group-1-Final-Project DVAM(Data Visualization and Analysis Methods) Group 1 Final Project	39	Emerging	5	HTML
40	dlab-berkeley/R-Deep-Learning Workshop (6 hours): Deep learning in R using Keras. Building & training deep...	39	Emerging	124	R
41	dondealban/learning-stm Learning structural topic modeling using the stm R package.	38	Emerging	135	HTML
42	xlisp/visualization-machine-learning Visualization Python & R Machine Learning, Deep Learning, Reinforcement Learning	38	Emerging	22	Python
43	mayer79/statistical_computing_material Material for the lecture Statistical Computing	37	Emerging	11	TeX
44	gagolews/teaching-data Prof. Marek's Data for Teaching/Training	37	Emerging	29	—
45	ucla-econ-425t/2023winter Course webpage for UCLA Econ 425T (Machine Learning for Economists)	37	Emerging	6	HTML
46	serkor1/SLmetrics A high-performance R :package: for supervised and unsupervised machine...	37	Emerging	27	C++
47	ayueme/machine_learning_base_r 📚书：R语言实战机器学习	36	Emerging	57	R
48	SeldonIO/ml-prediction-schema Generic schema structure for machine learning model predictions	35	Emerging	14	—
49	bkrai/DeepLearningR Deep learning with R	35	Emerging	38	—
50	staedlern/highdim_stats CAS in Advanced Statistical Data Science	34	Emerging	6	HTML
51	ffajardo64/statistical_learning_old Statistical learning repository	34	Emerging	5	HTML
52	edrubin/EC524W25 Masters-level applied econometrics course—focusing on prediction—at the...	34	Emerging	6	HTML
53	jxareas/RapidBook A template to quickly deploy Python/R based books using the Bookdown CRAN package.	33	Emerging	11	R
54	pglpm/ADA511 Material for course ADA511 at HVL	33	Emerging	6	TeX
55	rgriva/SBE_2025 Slides for a 2-day course on Machine Learning in Econ and Finance at the...	33	Emerging	6	TeX
56	hendersontrent/correctR R package for computing corrected test statistics for comparing machine...	33	Emerging	23	R
57	uo-datasci-specialization/c4-ml-fall-2023 Course repo for EDLD 654 (Machine Learning for Educational Data Science) at...	33	Emerging	3	HTML
58	BlasBenito/collinear R package to manage multicollinearity in modeling data frames.	33	Emerging	17	R
59	kadyb/edg2025 Kurs "Eksploracja danych geoprzestrzennych" UAM 2025	33	Emerging	3	HTML
60	vonderwoman/DataAnalysis-Machine-Learning-R Here, projects are written in R, one of the most popular programming...	32	Emerging	5	R
61	xup6fup/MxNetR-examples This project provides a series of MxNetR example for letting readers to get...	32	Emerging	5	R
62	liesel-devs/rliesel An R interface for the Liesel probabilistic programming framework	32	Emerging	6	R
63	Alven8816/deeper An updated R package deeper: Deep Ensemble for Environmental Predictor	31	Emerging	14	R
64	ChenshuLiu/Deep-Learning-with-R Deep Learning with R	31	Emerging	2	R
65	edrubin/EC524W22 Masters-level applied econometrics course—focusing on prediction—at the...	31	Emerging	20	HTML
66	rladies-eastlansing/2022-tidymodels Resources for Tidymodels w/ R meetup \| Feb 17, 2022	31	Emerging	4	—
67	galafis/Predictive-Analytics-Engine Predictive analytics with scikit-learn: classification/regression pipelines,...	29	Experimental	1	Python
68	eupassarinho/soil-carbon-and-spectroscopy-with-PLS-and-LASSO R scripts for predicting soil organic carbon using soil spectral library...	29	Experimental	9	R
69	computorg/template-computo-R Computo template and documentation for R users	29	Experimental	8	TeX
70	niaid/Data-Science-with-R The goal of this repository is to provide a series of course materials that...	29	Experimental	4	R
71	brandonyph/Introduction-to-RNN-in-R This page serve as the repository for the script file I used in my...	29	Experimental	12	—
72	mauropelucchi/machine-learning-course Machine Learning and Deep Learning Course	28	Experimental	8	R
73	marcozanotti/statlearning-course Statistical Learning Course	28	Experimental	2	HTML
74	tlverse/sl3_lecture :notebook: 💪 An introductory workshop lecture on ensemble machine learning...	27	Experimental	7	JavaScript
75	galafis/Predictive-Modeling-Platform Professional project by Gabriel Demetrios Lafis	26	Experimental	1	R
76	galafis/Machine-Learning-R-Framework Professional repository showcasing advanced development skills	26	Experimental	1	R
77	gastonstat/statistical-learning Some slides about statistical learning	25	Experimental	6	—
78	tpoisot/InterpretableSDMWithJulia Slides for the "Interpretable SDM with Julia" workshop	25	Experimental	5	TeX
79	TirendazAcademy/DATA-SCIENCE-WITH-R Data Science \| Machine Learning \| Data Analysis	25	Experimental	8	R
80	emmachollet/ComparSDMsQuantifOverfitSuppInterpr_DataPackage Package with data, scripts and plots for manuscript "A comparison of machine...	24	Experimental	5	R
81	altunenes/CWR Classification Algorithms with R	24	Experimental	5	HTML
82	pmarcowski/effort-choice-models Analysis and modelling of effort-based choice in economic decision-making	24	Experimental	2	R
83	kaushikrohit004/RegressViz-Empirical-Coefficient-Explorer RegrCoeffsExplorer is a tool that enhances the interpretation of regression...	24	Experimental	2	R
84	ucdavisdatalab/workshop_intro_to_machine_learning Reader for the Intro to Machine Learning with R workshop series.	23	Experimental	2	R
85	jonghyuklee/ml_cpc Database for Machine-learning Analysis on Elite Selection in the Communist...	23	Experimental	4	R
86	ilmirmdh/Remote_Sensing_Guided_Soil_Sampling This repository contains files for automated soil sampling selection using...	23	Experimental	4	R
87	AmirMotefaker/Uber-Data-Analysis Uber Data Analysis using R	23	Experimental	4	R
88	MathiasAmbuehl/modeltuner An R-toolkit for model evaluation, model comparison and hyperparameter...	23	Experimental	3	R
89	ndleah/stat-learning 📚 Notes for ITSL	22	Experimental	6	CSS
90	Scientialibera/RScriptsandStuff Programs showcasing popular machine learning algorithms and data engineering...	22	Experimental	—	R
91	Ahmad-Faraj/ml-code-analyzer MATLAB-based ML model for submission classification	22	Experimental	5	MATLAB
92	MUSA-Zhanchao/MUSA5000-OLS Spatial Statistics Assignment1	22	Experimental	—	HTML
93	grmchale/coastalspruce An R code repository for the coastal spruce project	22	Experimental	1	R
94	jpfitzinger/tidyfit An extension to the R tidyverse for automated ML. The package allows fitting...	21	Experimental	17	R
95	sarincr/R-Programming-Basics R is a programming language and free software environment for statistical...	21	Experimental	1	Jupyter Notebook
96	leylabmpi/endoR Code and manual of the endoR R-package (Ruaud et al, in preparation).	21	Experimental	12	Jupyter Notebook
97	abmathewks/GoodeR R package for the automation to project initialization, exploratory data...	21	Experimental	3	R
98	rajivsam/KMDS Source for KMDS	21	Experimental	4	Jupyter Notebook
99	cissagatto/CrossValidationMultiLabel A code to execute and save cross-validation in multilabel classification	21	Experimental	3	R
100	DanteSc03/BroachAlign-Machine-Learning focus on machine learning techniques for clustering and regression analysis....	21	Experimental	3	R
101	rnnh/TidyTuesday 📊 Ronan's #TidyTuesday blog. Reproducible examples of data wrangling,...	20	Experimental	6	HTML
102	oliviergimenez/learning-machine-learning Experiments in ML with tidymodels	20	Experimental	10	HTML
103	liangliangzhuang/R_for_deep_learning_seminar 2022年8月13日统计之读云讲堂	20	Experimental	8	HTML
104	ucla-biostat-203b/2023winter Course webpage for UCLA Biostat 203B (Intro. to Data Science)	20	Experimental	5	HTML
105	gprolcastelo/MinSizeML MinSizeML (Minimum Size for Machine Learning) R package that contains...	20	Experimental	6	R
106	cworld1/r-learning 关于 CWorld 在学习 R 语言时的一些笔记	20	Experimental	7	R
107	coatless-rpkg/ucimlrepo An unofficial R port of the Python package to download data off of the UCI...	20	Experimental	6	R
108	sebastiansauer/datascience1 Kurs zu den Grundlagen des statistischen Lernens	19	Experimental	3	HTML
109	EliasDeHondt/Learn-R Welcome to the Learn-R repository! This is your go-to resource for learning...	19	Experimental	—	R
110	Filebb/NHS_intro_ML "Fundamentals of Machine Learning for Health and Care using R" Workshop Slides	19	Experimental	3	JavaScript
111	ChenshuLiu/Machine-Learning-in-R Introduction to Machine Learning Application in R	19	Experimental	4	R
112	nccgroup/ataraxy Collection of data and utility functions for forthcoming blog series on...	19	Experimental	3	HTML
113	Ostadkar-Company/push-up Research R-1400-02 in Ostadkar Research Lab. in the field of Fulfillment...	19	Experimental	4	R
114	UNSW-codeRs/workshop-random-forests UNSW codeRs workshop: Introduction to Classification Trees and Random...	19	Experimental	4	HTML
115	HugoMachadoRodrigues/autoSpectra Soil spectral modelling, visualization and prediction · soilVAE + OSSL v1.2...	19	Experimental	—	R
116	pmarcowski/intertemporal-model-recovery Model recovery analysis for intertemporal choice	19	Experimental	4	R
117	gustavecortal/statistical-learning-with-R Slides, exercises, and exams for my course "Statistical Learning with R"...	18	Experimental	2	HTML
118	traitlab/tutorials A series of data science tutorials, mostly using R, that members of the...	18	Experimental	2	HTML
119	cissagatto/plotHPML This repository contains code for visualizing hybrid partitions, a method...	17	Experimental	1	R
120	alen-hu/statistical-learning-in-r-for-social-sciences An open web textbook on statistical learning in R, focused on applications...	14	Experimental	—	TeX
121	adryancf/MachineLearning Academic project implementing and comparing ID3 Decision Trees, Random...	14	Experimental	—	Python
122	Weirunnn/predictive-modeling-r Predictive modeling project for analyzing data, building statistical models,...	14	Experimental	—	—
123	tullurisaiteja/human_development_index_R 🌍 Analyze the Human Development Index across 180+ countries using R,...	14	Experimental	—	—
124	maatouk/sampling_large_hyperplane_tMVN This repository contains R codes for the manuscript ``Sampling large...	14	Experimental	—	R
125	aperiodik/Macrophenological-dynamics-paper data and R code to reproduce the analysis and plots presented in the...	13	Experimental	—	R
126	carywoods/LBSO Long Beach Animal Shelter Machine Learning App	13	Experimental	—	R
127	cissagatto/pairComparison One-to-one comparison. Count how many datasets your method (algorithm)...	13	Experimental	—	R
128	goamegah/RShiny-Machine-Learning-Application Application d'exploration de données et apprentissage de modèles supervisés...	13	Experimental	10	R
129	ChunPengTech/R_Code Statistical and machine learning techniques for text mining and data mining, using R.	13	Experimental	4	HTML
130	lmaowisc/BMI741 Course site for BMI 741 Applied Survival Analysis at UW-Madison	13	Experimental	—	PostScript
131	clarelgibson/machine-learning-specialization-r Includes worked examples in R of the machine learning algorithms covered in...	13	Experimental	—	JavaScript
132	hcchuang/Revisiting-the-Missing-RD-Patent-Relation_Challenges-and-Solutions-for-Firm-Fixed-Effects-Models The repository provides state-of-arts machine-learning approaches to...	13	Experimental	4	Stata
133	bharathguntreddi3/R-Data-Voyage This repo basically Contains a detailed information about the R programming,...	12	Experimental	5	R
134	clinton-mwachia/r-course an r course materials	11	Experimental	—	HTML
135	SunnyRao07/epidemiological-data-mining-critical-analysis Critical analysis of a research paper on epidemiological data mining...	11	Experimental	—	—
136	chrismarch/ml-exercises Machine learning exercises I am working through, from "Hands-On Machine...	11	Experimental	—	Roff
137	asreview/paper-depression-brouwer-simulation-ATD Scripts for the simulation study obtaining the average time to discovery...	11	Experimental	—	R
138	fikrianggara/machine-learning-algorithm-with-R Collection of machine learning algoritm written in R. covering various...	11	Experimental	—	R
139	cissagatto/Best-Partition-Kohonen-MaF1-Clus This code is part of my doctoral research. The aim choose the best partition...	11	Experimental	—	R
140	mercymutuku/Data-Visualisation-with-ggplot2 Data exploration, data cleaning, analysis and visualisation with ggplot2	11	Experimental	—	HTML
141	alecng27/Happiness_Economics_Research Utilized various econometric models to study the influence of different...	11	Experimental	—	CSS
142	kadyb/GEOINF2022 Konferencja Geoinformacja 2022 Warsztaty: "Dane przestrzenne w uczeniu...	11	Experimental	4	HTML
143	Kishore2-1/Data-Mining-analysis-of-global-disasters Data Analysis using R for the Global Disaster	11	Experimental	—	R
144	gastonstat/stat154 STAT 154: Modern Statistical Prediction and Machine Learning	11	Experimental	3	—
145	RPanczak/FUN_BCC-animal-complaints Analyses of BCC 🇦🇺 data - animal complaints	11	Experimental	—	R
146	vuminhtue/SMU_Machine_Learning_R Material for Southern Methodist University workshop on Data Science workflow using R	11	Experimental	—	HTML
147	cissagatto/MultiLabelWilcoxon The Wilcoxon Test Suite is a comprehensive set of R scripts designed for...	11	Experimental	—	R
148	cissagatto/Best-Partition-MaF1-Clus This code is part of my PhD research. This code select the best partition...	11	Experimental	—	R
149	mightymetrika/crtb Complementary Resampling of Tags in Blocks	11	Experimental	—	R
150	kingajutrzenka/ml-case-studies-R Repository of my personal machine learning case studies in R, created for...	11	Experimental	—	R
151	stephaniehicks/jhustatprogramming2024 Course website for Biostat 140.777 in Fall 2024	11	Experimental	4	HTML
152	cfengmvt/Dual-Phase-Legislative-Spillover-Estimator A two-component model of post-implementation U.S. federal legislative...	11	Experimental	—	Jupyter Notebook
153	kowusu01/TransformedDatasets Clean and transformed datasets for simple analysis, visualization, and...	11	Experimental	—	—
154	otrevizo/R Vignettes, use cases, toolbox, and datasets to help me when I code in R.	11	Experimental	—	HTML
155	ByronCaices/ESTADISTICA-INFERENCIAL This repository contains notes and R code on key statistical topics,...	11	Experimental	—	HTML
156	bw6xs/plan6122 Urban Analytics course taught at the University of Virginia	11	Experimental	3	HTML
157	rebeccagordon/edld640 Final Project for EDLD 640: Data Science Capstone	11	Experimental	—	HTML
158	Ferryistaken/Capstone-Mirror Capstone project developed for the Columbia course: "Big Data, Machine...	11	Experimental	—	R
159	DustinPoon/Predicting-Preschool-Presence-Analysis Diagnostic, Predictive and Prescriptive analysis	10	Experimental	2	—
160	imdhruv99/Machine-Learning-R Machine Learning using R-Language	10	Experimental	2	R

Comparisons in this category

applied-ml and website (50 vs 49) data-science-introduction-with-r and r-course (51 vs 51) data-science-introduction-with-r and data-analysis-in-action (51 vs 46)