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 135 r language ml education frameworks tracked. 4 score above 50 (established tier). The highest-rated is lucasmaystre/choix at 61/100 with 189 stars and 20,330 monthly downloads.

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#	Framework	Score	Tier	Stars	Language
1	lucasmaystre/choix Inference algorithms for models based on Luce's choice axiom	61	Established	189	Jupyter Notebook
2	ottogroup/palladium Framework for setting up predictive analytics services	52	Established	488	Python
3	laresbernardo/lares Analytics & Machine Learning R Sidekick	51	Established	239	R
4	TheAlgorithms/R Collection of various algorithms implemented in R.	50	Established	1,112	R
5	easystats/performance :muscle: Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)	48	Emerging	1,133	R
6	erikaduan/r_tips R programming tips for data cleaning, data visualisation, statistical...	46	Emerging	809	R
7	mlr-org/mlr Machine Learning in R	46	Emerging	1,679	R
8	aml4td/website Website sources for Applied Machine Learning for Tabular Data	45	Emerging	157	TeX
9	leovan/data-science-introduction-with-r R 语言数据科学导论 \| Data Science Introduction with R	44	Emerging	137	TeX
10	joanby/r-course Una introduccion al analisis de datos con R y R Studio	44	Emerging	150	Java
11	ledell/useR-machine-learning-tutorial useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive ...	44	Emerging	401	Jupyter Notebook
12	rstudio-conf-2020/applied-ml Code and Resources for "Applied Machine Learning"	43	Emerging	162	HTML
13	rstudio-conf-2020/dl-keras-tf rstudio::conf(2020) deep learning workshop	42	Emerging	161	HTML
14	koalaverse/homlr Supplementary material for Hands-On Machine Learning with R, an applied book...	42	Emerging	236	CSS
15	juliasilge/supervised-ML-case-studies-course Supervised machine learning case studies in R! 💫 A free interactive...	42	Emerging	235	CSS
16	dlab-berkeley/Machine-Learning-in-R Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees,...	42	Emerging	194	CSS
17	RasaHQ/rasalit Visualizations and helpers to improve and debug machine learning models for...	41	Emerging	311	Jupyter Notebook
18	psaris/funq Source files for "Fun Q: A Functional Introduction to Machine Learning in Q"	41	Emerging	140	q
19	rtemis-org/rtemis Advanced Machine Learning and Visualization	40	Emerging	147	R
20	t-kalinowski/deep-learning-with-r-code Code from the book "Deep Learning with R"	39	Emerging	61	R
21	XiangyunHuang/data-analysis-in-action :book: R 语言数据分析实战（写作中） Data Analysis in Action Using R	39	Emerging	89	TeX
22	citoverse/cito Building and Training Neural Networks with an R interface	39	Emerging	52	HTML
23	faridcher/ml-course Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language	38	Emerging	174	R
24	jasp-stats/jaspMachineLearning The Machine Learning Module	38	Emerging	8	R
25	JoaquinAmatRodrigo/Estadistica-con-R Apuntes personales sobre estadística, machine learning y lenguaje de programación R	36	Emerging	365	R
26	viktormiok/CsppaRshiny The R Shiny App for machine learning analysis and visualization of cellular...	36	Emerging	2	R
27	kapsner/mlexperiments An extensible framework for reproducible machine learning experiments	36	Emerging	5	R
28	ben519/MLPB Machine Learning Problem Bible \| Problem Set Here >>	36	Emerging	716	R
29	zhaorui-bi/DVAM-Group-1-Final-Project DVAM(Data Visualization and Analysis Methods) Group 1 Final Project	35	Emerging	5	HTML
30	spsanderson/tidyAML Auto ML for the tidyverse	35	Emerging	70	R
31	m-clark/Miscellaneous-R-Code Code that might be useful to others for learning/demonstration purposes,...	34	Emerging	197	R
32	ctesta01/nadir Super learning with flexible formulas	33	Emerging	6	R
33	cran-task-views/MachineLearning CRAN Task View: Machine Learning & Statistical Learning	33	Emerging	15	—
34	abhiamishra/ggshakeR An analysis and visualization R package that works with publicly available...	33	Emerging	118	R
35	Laurae2/Laurae Advanced High Performance Data Science Toolbox for R by Laurae	33	Emerging	206	R
36	yangycpku/macro_ML Course Website on Macroeconomic Analysis with Machine Learning and Big Data	33	Emerging	134	—
37	alexrod61/regression-cookbook The repository contains all the source files for the Regression Cookbook....	33	Emerging	2	R
38	pnnl/DDKS A high-dimensional Kolmogorov-Smirnov distance for comparing high...	32	Emerging	27	Jupyter Notebook
39	dlab-berkeley/R-Deep-Learning Workshop (6 hours): Deep learning in R using Keras. Building & training deep...	32	Emerging	124	R
40	mt1022/cubar R Package for Codon Usage Bias Analysis. Comprehensive documentation and...	32	Emerging	11	R
41	dondealban/learning-stm Learning structural topic modeling using the stm R package.	31	Emerging	135	HTML
42	xlisp/visualization-machine-learning Visualization Python & R Machine Learning, Deep Learning, Reinforcement Learning	31	Emerging	22	Python
43	mayer79/statistical_computing_material Material for the lecture Statistical Computing	30	Emerging	11	TeX
44	BlasBenito/collinear R package to manage multicollinearity in modeling data frames.	30	Emerging	17	R
45	serkor1/SLmetrics A high-performance R :package: for supervised and unsupervised machine...	30	Emerging	27	C++
46	ucla-econ-425t/2023winter Course webpage for UCLA Econ 425T (Machine Learning for Economists)	30	Emerging	6	HTML
47	gagolews/teaching-data Prof. Marek's Data for Teaching/Training	30	Emerging	29	—
48	rgriva/SBE_2025 Slides for a 2-day course on Machine Learning in Econ and Finance at the...	29	Experimental	6	TeX
49	kadyb/edg2025 Kurs "Eksploracja danych geoprzestrzennych" UAM 2025	29	Experimental	3	HTML
50	ayueme/machine_learning_base_r 📚书：R语言实战机器学习	29	Experimental	57	R
51	SeldonIO/ml-prediction-schema Generic schema structure for machine learning model predictions	28	Experimental	14	—
52	bkrai/DeepLearningR Deep learning with R	28	Experimental	38	—
53	ffajardo64/statistical_learning_old Statistical learning repository	27	Experimental	5	HTML
54	staedlern/highdim_stats CAS in Advanced Statistical Data Science	27	Experimental	6	HTML
55	edrubin/EC524W25 Masters-level applied econometrics course—focusing on prediction—at the...	27	Experimental	6	HTML
56	pglpm/ADA511 Material for course ADA511 at HVL	26	Experimental	6	TeX
57	hendersontrent/correctR R package for computing corrected test statistics for comparing machine...	26	Experimental	23	R
58	jxareas/RapidBook A template to quickly deploy Python/R based books using the Bookdown CRAN package.	26	Experimental	11	R
59	uo-datasci-specialization/c4-ml-fall-2023 Course repo for EDLD 654 (Machine Learning for Educational Data Science) at...	26	Experimental	3	HTML
60	liesel-devs/rliesel An R interface for the Liesel probabilistic programming framework	25	Experimental	6	R
61	xup6fup/MxNetR-examples This project provides a series of MxNetR example for letting readers to get...	25	Experimental	5	R
62	vonderwoman/DataAnalysis-Machine-Learning-R Here, projects are written in R, one of the most popular programming...	25	Experimental	5	R
63	Alven8816/deeper An updated R package deeper: Deep Ensemble for Environmental Predictor	24	Experimental	14	R
64	edrubin/EC524W22 Masters-level applied econometrics course—focusing on prediction—at the...	24	Experimental	20	HTML
65	ChenshuLiu/Deep-Learning-with-R Deep Learning with R	24	Experimental	2	R
66	rladies-eastlansing/2022-tidymodels Resources for Tidymodels w/ R meetup \| Feb 17, 2022	24	Experimental	4	—
67	galafis/Predictive-Analytics-Engine Predictive analytics with scikit-learn: classification/regression pipelines,...	23	Experimental	1	Python
68	HugoMachadoRodrigues/autoSpectra Soil spectral modelling, visualization and prediction · soilVAE + OSSL v1.2...	22	Experimental	—	R
69	eupassarinho/soil-carbon-and-spectroscopy-with-PLS-and-LASSO R scripts for predicting soil organic carbon using soil spectral library...	22	Experimental	9	R
70	Scientialibera/RScriptsandStuff Programs showcasing popular machine learning algorithms and data engineering...	22	Experimental	—	R
71	niaid/Data-Science-with-R The goal of this repository is to provide a series of course materials that...	22	Experimental	4	R
72	computorg/template-computo-R Computo template and documentation for R users	22	Experimental	8	TeX
73	brandonyph/Introduction-to-RNN-in-R This page serve as the repository for the script file I used in my...	22	Experimental	12	—
74	MUSA-Zhanchao/MUSA5000-OLS Spatial Statistics Assignment1	22	Experimental	—	HTML
75	mauropelucchi/machine-learning-course Machine Learning and Deep Learning Course	21	Experimental	8	R
76	marcozanotti/statlearning-course Statistical Learning Course	21	Experimental	2	HTML
77	galafis/Predictive-Modeling-Platform Professional project by Gabriel Demetrios Lafis	20	Experimental	1	R
78	galafis/Machine-Learning-R-Framework Professional repository showcasing advanced development skills	20	Experimental	1	R
79	tlverse/sl3_lecture :notebook: 💪 An introductory workshop lecture on ensemble machine learning...	20	Experimental	7	JavaScript
80	EliasDeHondt/Learn-R Welcome to the Learn-R repository! This is your go-to resource for learning...	19	Experimental	—	R
81	tpoisot/InterpretableSDMWithJulia Slides for the "Interpretable SDM with Julia" workshop	18	Experimental	5	TeX
82	cissagatto/CrossValidationMultiLabel A code to execute and save cross-validation in multilabel classification	18	Experimental	3	R
83	gastonstat/statistical-learning Some slides about statistical learning	18	Experimental	6	—
84	TirendazAcademy/DATA-SCIENCE-WITH-R Data Science \| Machine Learning \| Data Analysis	18	Experimental	8	R
85	altunenes/CWR Classification Algorithms with R	17	Experimental	5	HTML
86	emmachollet/ComparSDMsQuantifOverfitSuppInterpr_DataPackage Package with data, scripts and plots for manuscript "A comparison of machine...	17	Experimental	5	R
87	pmarcowski/effort-choice-models Analysis and modelling of effort-based choice in economic decision-making	17	Experimental	2	R
88	kaushikrohit004/RegressViz-Empirical-Coefficient-Explorer RegrCoeffsExplorer is a tool that enhances the interpretation of regression...	17	Experimental	2	R
89	jonghyuklee/ml_cpc Database for Machine-learning Analysis on Elite Selection in the Communist...	16	Experimental	4	R
90	MathiasAmbuehl/modeltuner An R-toolkit for model evaluation, model comparison and hyperparameter...	16	Experimental	3	R
91	ucdavisdatalab/workshop_intro_to_machine_learning Reader for the Intro to Machine Learning with R workshop series.	16	Experimental	2	R
92	AmirMotefaker/Uber-Data-Analysis Uber Data Analysis using R	16	Experimental	4	R
93	ilmirmdh/Remote_Sensing_Guided_Soil_Sampling This repository contains files for automated soil sampling selection using...	16	Experimental	4	R
94	ndleah/stat-learning 📚 Notes for ITSL	15	Experimental	6	CSS
95	cissagatto/pairComparison One-to-one comparison. Count how many datasets your method (algorithm)...	15	Experimental	—	R
96	Ahmad-Faraj/ml-code-analyzer MATLAB-based ML model for submission classification	15	Experimental	5	MATLAB
97	grmchale/coastalspruce An R code repository for the coastal spruce project	15	Experimental	1	R
98	sarincr/R-Programming-Basics R is a programming language and free software environment for statistical...	14	Experimental	1	Jupyter Notebook
99	lmaowisc/BMI741 Course site for BMI 741 Applied Survival Analysis at UW-Madison	14	Experimental	—	PostScript
100	kingajutrzenka/ml-case-studies-R Repository of my personal machine learning case studies in R, created for...	14	Experimental	—	R
101	maatouk/sampling_large_hyperplane_tMVN This repository contains R codes for the manuscript ``Sampling large...	14	Experimental	—	R
102	jpfitzinger/tidyfit An extension to the R tidyverse for automated ML. The package allows fitting...	14	Experimental	17	R
103	DanteSc03/BroachAlign-Machine-Learning focus on machine learning techniques for clustering and regression analysis....	14	Experimental	3	R
104	rajivsam/KMDS Source for KMDS	14	Experimental	4	Jupyter Notebook
105	tullurisaiteja/human_development_index_R 🌍 Analyze the Human Development Index across 180+ countries using R,...	14	Experimental	—	—
106	Weirunnn/predictive-modeling-r Predictive modeling project for analyzing data, building statistical models,...	14	Experimental	—	—
107	adryancf/MachineLearning Academic project implementing and comparing ID3 Decision Trees, Random...	14	Experimental	—	Python
108	alen-hu/statistical-learning-in-r-for-social-sciences An open web textbook on statistical learning in R, focused on applications...	14	Experimental	—	TeX
109	abmathewks/GoodeR R package for the automation to project initialization, exploratory data...	14	Experimental	3	R
110	leylabmpi/endoR Code and manual of the endoR R-package (Ruaud et al, in preparation).	14	Experimental	12	Jupyter Notebook
111	clinton-mwachia/r-course an r course materials	14	Experimental	—	HTML
112	Gokulnath-pss/r-c8g 🚀 Streamline data analysis with r-c8g, a powerful tool for efficient R...	14	Experimental	—	—
113	gprolcastelo/MinSizeML MinSizeML (Minimum Size for Machine Learning) R package that contains...	13	Experimental	6	R
114	ucla-biostat-203b/2023winter Course webpage for UCLA Biostat 203B (Intro. to Data Science)	13	Experimental	5	HTML
115	oliviergimenez/learning-machine-learning Experiments in ML with tidymodels	13	Experimental	10	HTML
116	rnnh/TidyTuesday 📊 Ronan's #TidyTuesday blog. Reproducible examples of data wrangling,...	13	Experimental	6	HTML
117	liangliangzhuang/R_for_deep_learning_seminar 2022年8月13日统计之读云讲堂	13	Experimental	8	HTML
118	cworld1/r-learning 关于 CWorld 在学习 R 语言时的一些笔记	13	Experimental	7	R
119	coatless-rpkg/ucimlrepo An unofficial R port of the Python package to download data off of the UCI...	13	Experimental	6	R
120	Filebb/NHS_intro_ML "Fundamentals of Machine Learning for Health and Care using R" Workshop Slides	12	Experimental	3	JavaScript
121	pmarcowski/intertemporal-model-recovery Model recovery analysis for intertemporal choice	12	Experimental	4	R
122	sebastiansauer/datascience1 Kurs zu den Grundlagen des statistischen Lernens	12	Experimental	3	HTML
123	UNSW-codeRs/workshop-random-forests UNSW codeRs workshop: Introduction to Classification Trees and Random...	12	Experimental	4	HTML
124	Ostadkar-Company/push-up Research R-1400-02 in Ostadkar Research Lab. in the field of Fulfillment...	12	Experimental	4	R
125	nccgroup/ataraxy Collection of data and utility functions for forthcoming blog series on...	12	Experimental	3	HTML
126	ChenshuLiu/Machine-Learning-in-R Introduction to Machine Learning Application in R	12	Experimental	4	R
127	SunnyRao07/epidemiological-data-mining-critical-analysis Critical analysis of a research paper on epidemiological data mining...	11	Experimental	—	—
128	rcghpge/data3442 Statistical Methods for Data Science @ UTA	11	Experimental	—	R
129	clarelgibson/machine-learning-specialization-r Includes worked examples in R of the machine learning algorithms covered in...	11	Experimental	—	JavaScript
130	carywoods/LBSO Long Beach Animal Shelter Machine Learning App	11	Experimental	—	R
131	aperiodik/Macrophenological-dynamics-paper data and R code to reproduce the analysis and plots presented in the...	11	Experimental	—	R
132	cfengmvt/Dual-Phase-Legislative-Spillover-Estimator A two-component model of post-implementation U.S. federal legislative...	11	Experimental	—	Jupyter Notebook
133	gustavecortal/statistical-learning-with-R Slides, exercises, and exams for my course "Statistical Learning with R"...	11	Experimental	2	HTML
134	traitlab/tutorials A series of data science tutorials, mostly using R, that members of the...	11	Experimental	2	HTML
135	cissagatto/plotHPML This repository contains code for visualizing hybrid partitions, a method...	10	Experimental	1	R