Antoine Lucas
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Resources Catalog

A curated collection of data science resources for R, Python, and beyond.

A curated and filterable catalog of 1,000+ data science resources for R, Python, and beyond.

Overview

This project turns a plain-text resource list into a searchable front end for curated data science references across R, Python, statistics, visualization, research workflows, and life sciences.

It is intentionally both a curation project and a small product-engineering exercise: define a lightweight schema, keep the source easy to edit, and ship a fast browsing experience without introducing a heavyweight backend.

What This Project Includes

  • A hand-curated catalog stored in catalog/resources.txt, with each entry typed, categorized, and optionally annotated with a short description
  • An R step that turns the catalog into a native Quarto listing at render time — text search, sorting, category filtering, and pagination included, with no custom JavaScript
  • A low-friction contribution workflow based on small YAML blocks and documented pull requests
03 - Theming Quarto – Creating Polished, Branded Documents with Quarto
Website
R
Shiny

03 - Theming Quarto Slides Exercise 1 In the workshop repo, there is a file called 03-exercise.

November 4, 2025

12ft Ladder
Website
Other
Tools
Paywall

6 Quarto dashboards
Website
R
GIS

6 Quarto dashboards In this session you should learn: 6.

November 21, 2024

A Bunch of Programming Advice I’d Give To Myself 15 Years Ago
Blog
Other
General

I finally have the feeling that I’m a decent programmer, so I thought it would be fun to write some advice with the idea of “what would have gotten me to this point faster?” I’m not claiming this is great advice for everyone, just that it would have been good advice for me. If you (or your team) are

June 29, 2024

A website to destroy all websites.
Blog
Other
General

How to win the war for the soul of the internet, and build the Web We Want.

April 4, 2012

AGENTS.md
Website
Other
Machine Learning

AGENTS.md is a simple, open format for guiding coding agents. Think of it as a README for agents.

AI Art with Stable Diffusion
Blog
Python
Generative AI
Art

A tutorial on how to create AI music videos using the text-to-image model Stable Diffusion.

October 11, 2022

AI Books 2021
Blog
Other
Machine Learning
Books

AI PhD Job Hunt
Blog
Other
Career
PhD

The full breakdown of what a job search in AI with a new Ph.D. looks like.

July 11, 2022

ANOSIM Test
Website
R
Statistics
Multivariate
February 18, 2026

Academia Hub
Website
Python
Machine Learning

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

January 1, 2025

Achim Zeileis useR 2022
Website
R
Conference
Statistics

Conference presentation about the ‘distributions3’ package for S3 probability distributions (and ‘topmodels’ for graphical model assessment) at useR! 2022: Slides, video, replication code, and vignette.

June 27, 2022

Advanced R
Book
R
Programming
Advanced

A book created with bookdown.

Advanced Shiny
Website
R
Shiny
Advanced

🤹 Shiny tips & tricks for improving your apps and solving common problems - daattali/advanced-shiny

July 22, 2015

Aide-mémoire Statistique
Website
R
Statistics
Reference
French

Alison Hill - Data Vis Labs
Website
R
Visualization
Education

This is the site for sharing our Data Visualization Labs for CS631 at Oregon Health & Science University.

Allison Horst
Website
R
Education
Illustration

Welcome! This data science & statistics artwork is available for free, open use by CC-BY (Creative Commons Attribution 4.

January 1, 2024

An example CLAUDE.md prompt for R package development
Repository
Other
General

An example CLAUDE.md prompt for R package development - CLAUDE.md

March 26, 2025

Analytics Vidhya - Naive Bayes
Blog
Python
Machine Learning
NLP

A look at the Naive Bayes classifier and SVM algorithms. Learn about the Naive Bayes and SVM implementation in Python on a SMS Spam dataset.

November 28, 2020

Andrew Gelman
Website
R
Statistics
Bayesian

Andrew Gelman is a professor of statistics and political science at Columbia University.

May 24, 2009

Antoine Bichat - Favorite Packages
Website
R
Packages
Resources

My favorite R packages. Contribute to abichat/favoriteRpackages development by creating an account on GitHub.

August 27, 2019

Antoine Bichat Thesis
Website
R
Research
Thesis

Thèse de mathématiques appliquées par Antoine Bichat. Statistique – Apprentissage – Métagénomique – Arbre phylogénétique – Tests multiples – Processus stochastiques

January 1, 2005

Antoine Miech
Website
Other
Computer Vision
Research

I am a Research Scientist working in DeepMind’s vision group.

June 27, 2017

Antoine Yang
Website
Other
Computer Vision
Research

I am a Senior Research Scientist at Google DeepMind in London, working on the multi-modal capabilities of Gemini.

December 12, 2024

Appsilon Shiny Google Analytics
Blog
R
Shiny
Analytics

ArXiv Diffusion Models
Paper
Python
Generative AI
Diffusion

This document aims to be a self-contained, mathematically precise overview of transformer architectures and algorithms (not results). It covers what transformers are, how they are trained, what they are used for, their key architectural components, and a preview of the most prominent models. The r

July 19, 2022

ArXiv Paper
Paper
Other
Machine Learning
Research

Recent text-to-image generation methods provide a simple yet exciting conversion capability between text and image domains. While these methods have incrementally improved the generated image fidelity and text relevancy, several pivotal gaps remain unanswered, limiting applicability and quality. We

March 24, 2022

Argmax
Blog
Other
Machine Learning

ArihantDeva/heimdall
Repository
Other
AI
Tools
Agents

Heimdall — outil AI par Arihant Deva.

Arrow dplyr
Website
R
Big Data
dplyr

A 10 minute lightning talk on all things arrow + dplyr

June 3, 2022

Arrow useR 2022
Website
R
Big Data
Arrow

As datasets become larger and more complex, the boundaries between data engineering and data science are becoming blurred.

June 20, 2022

Art from Code
Website
R
Generative Art
Tutorial

An rstudio::conf workshop on generative art with R

January 1, 2022

Art of Command Line (FR)
Guide
Other
Developer Tools

Master the command line, in one page. Contribute to jlevy/the-art-of-command-line development by creating an account on GitHub.

May 20, 2015

Arthur Douillard Deep Course
Website
Python
Deep Learning
Course
French

Deep Learning course for Vision

November 1, 2024

Artificial Intelligence: A Modern Approach
Book
Other
AI

The authoritative, most-used AI textbook, adopted by over 1500 schools.

August 22, 2022

Attention Is All You Need
Paper
Python
NLP
Transformers

The dominant sequence transduction models are based on complex recurrent or convolutional neural networks in an encoder-decoder configuration. The best performing models also connect the encoder and decoder through an attention mechanism. We propose a new simple network architecture, the Transformer

June 12, 2017

Audio Analysis with ML
Blog
Python
Audio
Deep Learning

While much of the writing and literature on deep learning concerns computer vision and natural language processing (NLP), audio analysis—a field that includes automatic speech recognition (ASR), digital signal processing, and music classification, tagging, and generation—is a growing subdomain of de

November 19, 2019

Automate the Boring Stuff
Book
Python
Programming
Automation

A Page in : 2nd Edition

Automating Dockerfile for Shiny
Blog
R
Shiny
Docker

Introduction For creating a production deployment of a {shiny} application it is often useful to be able to provide a Docker image that contains all the dependencies for that application. Here we explore how one might go about automating the creation of a Dockerfile that will allow us to build such

October 20, 2022

Awesome Computational Social Science
Community
Other
Social Science

A community resource covering Social Science — Awesome Computational Social Science.

January 19, 2023

Awesome Data Leadership
Community
Other
Data Science
Leadership

A community resource covering Data Science and Leadership — Awesome Data Leadership.

March 22, 2022

Awesome R Games
Community
R
Games
Fun

A community resource for R covering Games and Fun — Awesome R Games.

July 31, 2022

Awesome R Shiny
Community
R
Shiny
Web Development

A community resource for R covering Shiny and Web Development — Awesome R Shiny.

April 20, 2021

Awesome TensorFlow
Community
Python
Deep Learning
TensorFlow

A community resource for Python covering Deep Learning and TensorFlow — Awesome TensorFlow.

October 2, 2016

Awesome Visual Transformer
Community
Python
Computer Vision
Transformers

A community resource for Python covering Computer Vision and Transformers — Awesome Visual Transformer.

December 3, 2020

BMC Medical Informatics
Paper
Other
Medical
AI

Barbershop GANs
Paper
Python
Computer Vision
GANs

Bayes Causal Inference
Website
Other
Statistics
Causality

JUDEA PEARL AND DANA MACKENZIE THE BOOK OF WHY: THE NEW SCIENCE OF CAUSE AND EFFECT New York: Basic Books, Published May 15, 2018 HOME PUBLICATIONS BIO CAUSALITY PRIMER WHY COEXISTENCE DANIEL PEARL FOUNDATION HOME PUBLICATIONS BIO CAUSALITY PRIMER WHY COEXISTENCE DANIEL PEARL FOUNDATION Preface Tabl

May 20, 2021

Bayesia Lab Webinar
Video
Other
Bayesian
Statistics

Bayesian Networks in R
Blog
R
Statistics
Bayesian

Bayesian Statistics in R
Book
R
Statistics
Bayesian

Bayesian Workflow - sharks case study
Website
Other
Statistics
Bayesian

Cas d’étude workflow bayésien (sharks) par Aki Vehtari.

Bea Milz GitHub Actions
Blog
R
CI/CD
GitHub

usethis::use_github_action("check-release") Hi! This is the first blog post in the “GitHub Action” Series.

June 30, 2022

Bea Milz Talks
Website
R
Conference
Presentations

Making awesome automations with GitHub Actions rstudio::conf(2022) Talks GitHub Actions GitHub English Event: rstudio::conf(2022) Complementary materials Blog post: How important is GitHub Actions to RStudio/Posit? Code for a plot in my talk! Blog post: Monitoring quarto-dev repositories: Creating a

July 28, 2022

Beautiful Tables in R
Blog
R
Tables
Tutorial

Make your results show up beautifully with these packages to make tables in R.

November 12, 2019

Berkeley Course Guide
Website
Other
Education

Best of ML Python
Community
Python
Machine Learning
Resources

A community resource for Python covering Machine Learning — Best of ML Python.

November 29, 2020

Bifrost Datasets
Website
Other
Data
Datasets

Big Book of R
Book
R
Books
Resources

Welcome :) 1 Your last-ever bookmark Thanks for stopping by.

October 11, 2025

Big Book of R Part 1
Blog
R
Books
Resources

We’ve done it folks! Over 300 free R programming books are now available at www.BigBookofR.com. Of the 343 entries available, 20 are paid products and the rest are all 100% free. Thanks to all the authors, contributors, users readers and cheerleaders who are helping build a rich ecosystem of materia

July 16, 2022

BioIcons
Website
Other
Icons
Biology

Bioicons contains free science illustrations for biologists, chemists, machine learning under permissive CC0, CC BY or MIT License.

Bioinformatics phyloseq
Paper
R
Microbiome
Bioinformatics

Biomedical Statistics in R
Book
R
Statistics
Biomedical

Bnomial Today
Website
R
Shiny
Dashboard

Brandon Amos Presentations
Website
Other
Research
Presentations

Contribute to bamos/presentations development by creating an account on GitHub.

June 21, 2022

Brice Ozenne
Website
R
Statistics
Biostatistics

Welcome to my professional website. You will find a brief description of my research, teaching material, and information about my consulting activity at NRU.

October 10, 2024

Broad Institute Talks
Website
Other
Biology
AI

The Models, Inference & Algorithms (MIA) Initiative at the Broad Institute supports learning and collaboration across the interface of biology and medicine with mathematics, statistics, machine learning, and computer science. Our weekly meetings are open and pedagogical, emphasising lucid exposition

September 6, 2019

Building ML App from Scratch
Blog
Python
Machine Learning
Deployment

In this article I’ll teach you how to build a text classification app from scratch. You’ll enter some text from a language, and the app will identify which l…

January 1, 2022

Building Shiny Apps Workflow
Book
R
Shiny
Workflow

CLIPasso
Website
Python
Computer Vision
Art

Abstraction is at the heart of sketching due to the simple and minimal nature of line drawings.

January 1, 2022

CRAN Causal Inference
Website
R
Statistics
Causality

CRAN Task View: Causal Inference | Maintainer: | Imke Mayer, Pan Zhao, Nick Huntington-Klein, Julie Josse | | Contact: | imke.

November 12, 2025

CRAN Mixed Models View
Website
R
Statistics
Mixed Models

CRAN Task View: Mixed, Multilevel, and Hierarchical Models in R | Maintainer: | Ben Bolker, Julia Piaskowski, Emi Tanaka, Phillip Alday, Wolfgang Viechtbauer | | Contact: | bolker at mcmaster.

December 9, 2025

CRAN Task Views
Website
R
Packages
Resources

CRAN task views aim to provide guidance which packages on CRAN are relevant for tasks related to a certain topic.

February 24, 2026

Cambridge Talks
Website
Other
Research
Talks

University of Cambridge > Talks.

January 1, 2026

Cara Thompson useR 2022
Website
R
Conference
Visualization

user!2022 - Poster and Elevator Pitch

June 22, 2022

Caro Buck Presentation
Website
R
Conference
Presentations

Causal Inference Course
Video
Other
Causality
Statistics

Lecture 1 gives a broad introduction to computer vision and machine learning. We give a brief history of the two fields, starting in the 1950s and leading up…

August 10, 2020

Causal Inference Course (Neal)
Course
Python
Causal Inference

Introduction to Causal Inference. A free online course on causal inference from a machine learning perspective.

August 1, 2019

Challenge Data ENS
Website
Other
Data Science
Competition

First name: Last name: Username: Letters, digits and @/.

January 1, 2022

Chat UI Component for shiny
Website
R
General

Provides a scrolling chat interface with multiline input, suitable for creating chatbot apps based on Large Language Models (LLMs). Designed to work particularly well with the ellmer R package for calling LLMs.

CiteDrive
Website
Other
Bibliography
Tools

Claude Code Safety Net - Le plugin qui empêche l’IA de tout niquer - Korben
Blog
Other
General

Vous utilisez Claude Code comme moi pour bosser plus vite sur vos projets de dev ? Hé bien j’espère que vous n’avez jamais eu la mauvaise surprise de voir …

December 26, 2025

Claude Code for Everyone
Website
R
Bioinformatics

Step-by-step tutorials to put AI to work for you Click a topic to begin.

February 18, 2026

Claude R Tidyverse Expert
Repository
Other
General

Claude R Tidyverse Expert. GitHub Gist: instantly share code, notes, and snippets.

January 10, 2026

Claude resources/tutorials
Website
Other
AI
Claude
Tutorials

Tutoriels officiels Anthropic Claude.

Climate Multiples
Website
R
Visualization
Climate

Contribute to marcosci/climate_multiples development by creating an account on GitHub.

June 24, 2022

Code Smells and Feels
Website
R
Best Practices
Presentation

Talk for useR!2018 in Brisbane: https://user2018.r-project.org by Jenny Bryan Twitter: https://twitter.com/jennyBryan/ GitHub: https://github.com/j…

July 13, 2018

Codecademy Python
Course
Python
Programming
Tutorial

Develop your Python 3 skills in our comprehensive course. Start coding and build versatile applications.

June 2, 2021

Colin Fay Publications
Website
R
Talks
Publications

Mostly R, data, and code.

June 24, 2012

Colin Fay Video
Video
R
Tutorial

Enregistrement du Meetup R Lille et Tunis R User Group du 24 février 2022 : http://meetup.rlille.fr/events/283419297Plus de Meetups sur http://meetup.rlille…

March 1, 2022

Colin Gillespie Presentation
Website
R
Conference
Programming

Materials for rstudio::conf. Contribute to rstudio/rstudio-conf development by creating an account on GitHub.

July 27, 2022

ColinFay/dockerstats
Repository
R
Docker

Stats Docker par Colin Fay.

Collège de France - Computer Science
Website
Other
Computer Science
French

Enseignements Chaires actuelles Les enseignements du Collège de France sont ouverts au public gratuitement et sans condition d’inscription, dans la limite des places disponibles.

October 28, 2021

Common statistical tests are linear models (or: how to teach stats)
Website
R
Statistics

By Jonas Kristoffer Lindeløv (blog, profile).

June 28, 2019

Compositional Diffusion Models
Website
Python
Computer Vision
Generative Models

Compositional Visual Generation with Composable Diffusion Models

January 1, 2022

Computer Vision Paper
Paper
Python
Computer Vision
Research

Measuring algorithmic bias is crucial both to assess algorithmic fairness, and to guide the improvement of algorithms. Current methods to measure algorithmic bias in computer vision, which are based on observational datasets, are inadequate for this task because they conflate algorithmic bias with d

July 13, 2020

Computer Vision Projects
Blog
Python
Computer Vision
Projects

This article is a curated list of the best open-source Computer Vision projects, heavily based on GitHub’s trends in 2024 .

May 19, 2022

Confetti AI Exams
Website
Other
Education
Assessment

Conformal Prediction Explained
Blog
R
Python
Uncertainty

Containerizing R Markdown
Blog
R
Docker
R Markdown

R Markdown is a reproducible authoring format supporting dozens of static and dynamic output formats. Let’s review why and how you should containerize Rmd files.

July 8, 2022

Containerizing R Markdown Full
Blog
R
Docker
R Markdown

R Markdown is a reproducible authoring format supporting dozens of static and dynamic output formats. Let’s review why and how you should containerize Rmd files.

July 8, 2022

Cookbook for R
Website
R
Programming
Tutorial

This site is powered by knitr and Jekyll. If you find any errors, please email winston@stdout.org

Corise Computer Vision
Course
Python
Computer Vision

Coursera - GANs
Course
Python
Machine Learning
GANs

Offered by DeepLearning.AI. In this course, you will: - Learn about GANs and their applications - Understand the intuition behind the … Enroll for free.

July 21, 2023

Cracking the Coding Interview
Book
Other
Programming
Interviews

Help software engineers interview at their best. The best-selling book in computer science for 4 years running. Written by a former member of Google’s hiring committee, and the consultant on engineering hiring for many of the top tech companies.

Cradle to Graver
Blog
R
Programming
Misc

Creating Quarto Websites
Website
R
Quarto
Tutorial

Illustration by Allison Horst Creating your personal website using Quarto What is Quarto? Quarto is a publishing system built on Pandoc that allows users to create dynamic content using R, Python, Julia, and ObservableJS (with plans to add more languages too!).

August 5, 2022

Crick Institute DeepMind
Blog
Other
Biology
AI

Cédric Batailler
Website
R
Psychology
Statistics

Hi there, and welcome! I am a behavioral research scientist and an instructor spcialized in psychology and statistics. I studied psychology at Université Grenoble Alpes and this is where I learnt how to use numbers (or so-called data science methods) to better understand human behavior. Right now, I

January 1, 2022

Cédric Batailler - Apéro
Blog
R
Tutorial

How to set up a minimal (but pretty) website in the modern era.

October 26, 2022

D4Vinci/Scrapling
Repository
Python
Web Scraping

Scraper web Python par D4Vinci.

DFO Library
Website
R
Ecology
Statistics

Dan Knights
Website
Other
Microbiome
Research

danknights has 23 repositories available. Follow their code on GitHub.

January 1, 2026

Danielle Navarro
Website
R
Data Science
Visualization

Statistician. Data scientist. Former academic cognitive scientist. Occasional generative artist. Evidently now also a pharmacometrician - djnavarro

January 1, 2026

Danielle Navarro
Blog
R
Data Science
Visualization

A blog by Danielle Navarro

January 6, 2026

Dashboard Builder
Website
R
Shiny
Dashboards

Contribute to petergandenberger/dashboard-builder development by creating an account on GitHub.

May 24, 2021

Data Analysis Bookdown
Book
R
Statistics

This is a guide on how to conduct data analysis in the field of data science, statistics, or machine learning.

February 17, 2026

Data Nozav
Website
Other
Data
Resources
French
June 2, 2021

Data Responsibly
Website
Other
Ethics
Data Science

Data Responsibly - Home

January 1, 2021

Data Science Book - Distributions
Book
R
Statistics
Data Science

This book introduces concepts and skills that can help you tackle real-world data analysis challenges. It covers concepts from probability, statistical inference, linear regression and machine learning and helps you develop skills such as R programming, data wrangling with dplyr, data visualization

September 11, 2022

Data Science Cheatsheet
Website
Other
Data Science
Reference

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between. - aaronwangy/Data-Science-Cheatsheet

February 5, 2021

Data Science Rafael Lab
Book
R
Data Science

This book introduces concepts and skills that can help you tackle real-world data analysis challenges. It covers concepts from probability, statistical inference, linear regression and machine learning and helps you develop skills such as R programming, data wrangling with dplyr, data visualization

January 1, 2010

Data Science Section July
Newsletter
Other
Data Science

Dalam beberapa tahun terakhir, dunia permainan daring telah berkembang pesat, terutama di sektor permainan kartu seperti BandarQQ dan BandarQ.

November 23, 2025

Data Science Society Resources
Website
Other
Data Science
Resources

This article will not be useful only for data scientists, programmers, mathematicians, statisticians, and other scientists, but also for everybody. This

February 25, 2019

Data Science by Design
Book
Other
Data Science

DSxD’s Future of Data Science Book One part of the Data Science by Design (DSxD) initiative that we are especially excited about is showcasing the work created by the newly established DSxD community.

Data Science in Education
Book
R
Education
Data Science

Bookdown for ‘Data Science in Education Using R’ by Ryan A. Estrellado, Emily A. Freer, Joshua M. Rosenberg, and Isabella C. Velásquez to be published by Routledge in 2024

January 1, 2016

Data Visualization Guide
Gallery
Other
Data Visualization

The guide Table of contents This guide is under development, and the authors welcome feedback and contributions.

January 1, 2024

DataCamp - data.table
Course
R
Data Manipulation
Tutorial

DataTrail Mentors
Website
Other
Education
Mentorship

DataViz Inspiration
Website
Other
Visualization
Inspiration

The Pinterest of data visualization. Explore hundreds of stunning dataviz projects in a clean, organized layout. Easily searchable, filterable, and categorized by chart type for your convenience.

Datagen - CVPR 2021
Blog
Python
Computer Vision
Research

David Causeur
Website
R
Statistics
Research

L’Institut Agro Rennes Angers Département Statistique et Informatique 65 rue de Saint-Brieuc CS 84215 35042 Rennes cedex, FRANCE david [dot] causeur [at] institut-agro [dot] fr +33 (0) 223 485 884 Researchgate Google scholar.

Dean Attali Advanced Shiny
Blog
R
Shiny
Tutorial

This document contains a collection of various Shiny tricks that I commonly use or that I know many people ask about. Each link contains a complete functional Shiny app that demonstrates how to perform a non trivial task in Shiny. The complete up-to-date list of tips, along with all the…

August 29, 2016

Debuggex
Website
Other
Regex
Tools

Test your regex by visualizing it with a live editor. JavaScript, Python, and PCRE.

January 1, 2013

Deep AI Developers
Website
Python
Deep Learning
API

Deep Creativity
Website
Python
Generative AI
Creativity
February 20, 2019

Deep Learning Book
Book
Python
Deep Learning

The Deep Learning textbook is a resource intended to help students and practitioners enter the field of machine learning in general and deep learning in particular.

January 1, 2016

Deep Learning Course
Video
Python
Deep Learning
Course

ECCV 2020 Workshop on Sensing, Understanding and Synthesizing HumansWebsite: https://sense-human.github.io/

August 27, 2020

Deep Learning Lecture Series
Video
Other
Deep Learning

Lecture 1 gives a broad introduction to computer vision and machine learning. We give a brief history of the two fields, starting in the 1950s and leading up…

August 10, 2020

Deep Neural Networks with Keras
Book
Python
Deep Learning
Keras

DescriptionDeep learning is a group of exciting new technologies for neural networks. Through advanced training techniques and neural network architectural components, it is now possible to create neu

January 20, 2025

DeepMind Flamingo
Blog
Python
Computer Vision
NLP

We introduce Flamingo, a single visual language model (VLM) that sets a new state of the art in few-shot learning on a wide range of open-ended multimodal tasks.

April 28, 2022

DeepMind Graph Nets
Website
Python
Graph Neural Networks
Tutorial

Contribute to google-deepmind/educational development by creating an account on GitHub.

November 17, 2020

DeepMind Responsible AI
Blog
Other
Ethics
AI

When I joined DeepMind as COO, I did so in large part because I could tell that the founders and team had the same focus on positive social impact. In fact, at DeepMind, we now champion a term that perfectly captures my own values and hopes for integrating technology into people’s daily lives: pione

May 24, 2022

Densely Connected CNNs
Paper
Python
Computer Vision
Deep Learning

Performance of machine learning algorithms depends critically on identifying a good set of hyperparameters. While recent approaches use Bayesian optimization to adaptively select configurations, we focus on speeding up random search through adaptive resource allocation and early-stopping. We formula

March 21, 2016

Deploy Flex Actions
Website
R
Deployment
GitHub Actions

Deploying flexdashboard on Github Pages with Docker and Github Actions - RamiKrispin/deploy-flex-actions

June 27, 2022

Designer Shiny UI
Website
R
Shiny
UI Builder

A shiny application that enables the user to create a prototype UI, being able to drag and drop UI components before being able to save or download the equivalent R code.

Designing ML Systems
Book
Python
Machine Learning
MLOps

Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they’re data… - Selection from Designing Machine Learning Systems [Book]

May 17, 2022

Desirée De Leon
Website
R
Education
Design

Data science + Design

January 1, 2022

Diffify R Packages
Website
R
Packages
Tools

Diffify provides you with a comparison between different versions of R packages stored on CRAN or Python packages stored on PyPI.

Distill Pub
Website
Other
Machine Learning
Research

Articles about Machine Learning

September 2, 2021

Do4DS Docker
Website
Other
Docker
Data Science

Docker Labs
Community
Other
Docker
DevOps

A community resource covering Docker and DevOps — Docker Labs.

October 15, 2018

Doing Meta-Analysis in R
Book
R
Meta-Analysis

This is a guide on how to conduct Meta-Analyses in R.

January 1, 2021

Dominique Makowski
Website
R
Psychology
Statistics

Dr Dominique Makowski’s personal website with information, contact, publications and CV. Researching cognitive neuropsychology with a focus on reality bending.

January 17, 2021

Dominique Makowski - Neurokit
Blog
R
Psychology
Neuroscience

Dr. Dominic Royé
Website
R
Visualization

Researcher in climate science at MBG-CSIC

January 1, 2025

DrWhy
Website
R
Explainability
Machine Learning

The DrWhy.AI is the collection of tools for Explainable AI (XAI). Its based on principles and the grammar for exploration, explanation and visualisation of predictive models. This package is designed to make it easy to install and load multiple packages from the DrWhy.AI’ universe.

February 24, 2019

DuckDB vs. Polars vs. Pandas: Benchmark & Comparison
Blog
Other
General

DuckDB, Polars, and Pandas compared: Performance, memory, and scalability for large datasets. Benchmarks and practical insights.

December 1, 2025

Duclert R Resources
Website
R
Statistics
French

Aide mémoire R Ce site est dédié à la programmation sous R.

May 22, 2016

Duke Sta 112
Course
R
Statistics

Course info | When | Tue & Thu 10:05 - 11:20am | | Where | Perkins LINK 070 (Seminar 4) | Teaching team | Instructor | Mine Çetinkaya-Rundel | OH: Mon 1 - 3pm & Wed by appointment at Old Chem 213 | | | TA | Kyle Burris | OH: Wed 9 - 10am & Fri 10 - 11am at Old Chem 211A | Texts All texts are freely

January 1, 2015

Duke Sta 523
Course
R
Statistics

Date | Topic | Reading | Notes | | |—|—|—|—|—| | Mon, Aug 28 | Introduction [Slides] | Codeschool - Try R | || | Wed, Aug 30 | Using git and github [Slides] | Happy Git and GitHub for the useR, Try github, Trump Tweet blog post | RStudio Server - Saxon or OIT VM Screencast - git & github
August 28, 2017
EPFL AI Coffee Machine
Blog
Other
AI
IoT

ESIP Presentation
Website
R
Spatial
Presentation

Mike Mahoney PhD Student at SUNY-ESF and ESIP Community Fellow Focusing on visualization, VR and ML as ways to think about large-scale systems These slides: mm218.

July 22, 2022

Econometrics with R
Book
R
Econometrics
Statistics

Beginners with little background in statistics and econometrics often have a hard time understanding the benefits of having programming skills for learning and applying Econometrics. ‘Introduction to Econometrics with R’ is an interactive companion to the well-received textbook ‘Introduction to Econ

October 17, 2025

Elite Data Science
Website
Python
Machine Learning
Tutorial

Free, step-by-step course to learn machine learning… Get a world-class data science education without paying a dime!

July 21, 2022

Elixir install (Linux)
Website
Other
Elixir
Installation

Instructions d’installation Elixir sur GNU/Linux.

EmilHvitfeldt/quarto-revealjs-editable
Repository
R
Quarto
Reveal.js
Slides

Extension quarto-revealjs éditable par Emil Hvitfeldt.

Emily Mathieu
Website
R
Statistics
Research

Emily Riederer - Causal Design
Blog
R
Causality
Design Patterns

An informal primer to causal analysis designs and data structures

January 30, 2021

Engineering Shiny
Book
R
Shiny
Production

A book about engineering shiny application that will later be sent to production. This book cover project management, structuring your project, building a solid testing suite, and optimizing your codebase. We describe in this book a specific workflow: design, prototype, build, strengthen and deploy.

March 7, 2017

Epi R Handbook
Book
R
Epidemiology
Tutorial

The Epidemiologist R Handbook Welcome R for applied epidemiology and public health Usage: This handbook has been used over 3 million times by 850,000 people around the world.

September 18, 2024

Espanso
Website
Other
Productivity
Tools

Tired of typing the same sentences over and over? Discover the incredible power of a full-blown text expander.

January 1, 2021

Ethical OS
Website
Other
Ethics
Technology

Civil servants, public officials, and government bureaucrats swear an oath to serve in a democratic government, committing to acting in accordance with a set of values—including integrity, honesty, objectivity, loyalty, and stewardship—intended to uphold the public interest.

May 7, 2024

Explain Paper
Website
Other
AI
Research

Read research papers 10x faster

January 1, 2025

FUN-MOOC
Website
Other
Education
French

Des cours en ligne gratuits pour découvrir, apprendre, progresser et réussir avec des experts des meilleurs établissements d’enseignement supérieur.

February 11, 2026

FW8051 Statistics for Ecologists
Book
R
Statistics
Ecology

Thank you for your interest in the Statistics for Ecologists book.

January 7, 2025

Fabian Dablander - Bayes Potter
Blog
R
Statistics
Bayesian

If you are reading this, you are probably a Ravenclaw. Or a Hufflepuff. Certainly not a Slytherin … but maybe a Gryffindor? In this blog post, we let three subjective Bayesians predict the outcome of ten coin flips. We will derive prior predictions, evaluate their accuracy, and see how fortune favou

September 28, 2019

Fast.ai
Course
Python
Deep Learning

A free course designed for people with some coding experience, who want to learn how to apply deep learning and machine learning to practical problems.

January 1, 2020

FastML
Blog
Python
Machine Learning

Using LLMs is often intertwined with search engine calls, so it makes sense to teach LLMs how to make these calls during training. Search engine API …

November 4, 2025

FauxPilot
Website
Python
AI
Code Assistant

FauxPilot - an open-source alternative to GitHub Copilot server - fauxpilot/fauxpilot

August 3, 2022

Filter and Query Data Frames in shiny Using an LLM Chat Interface
Website
R
General

Adds an LLM-powered chatbot to your shiny app, that can turn your users’ natural language questions into SQL queries that run against your data, and return the result as a reactive data frame. Use it to drive reactive calculations, visualizations, downloads, and more.

January 1, 2025

Firefox GitHub Download Button Addon
Repository
Other
Firefox
GitHub
Tools

Module Firefox ajoutant un bouton de download GitHub.

Flexible Imputation of Missing Data
Book
R
Statistics
Missing Data

Flexible Imputation of Missing Data, Second Edition

Flow Field Art
Repository
Python
Generative Art

Forecasting Principles and Practice
Book
R
Time Series
Forecasting

Chapter 1 Getting started Forecasting has fascinated people for thousands of years, sometimes being considered a sign of divine inspiration, and sometimes being seen as a criminal activity.

François Fleuret DLC
Website
Python
Deep Learning
Course

Slides for François Fleuret’s Deep Learning Course

January 1, 2018

François Husson
Website
R
Statistics
Multivariate

Website Francois Husson

January 1, 2005

French R Users
Community
R
French

A community resource for R covering Community — French R Users.

March 14, 2018

Fundamentals of Data Visualization
Book
R
Visualization

A guide to making visualizations that accurately reflect the data, tell a story, and look professional.

Future useR 2022
Website
R
Parallel Computing
Conference

Figure 1: A time chart of logged events for two futures resolved by two parallel workers. This is a screenshot of Slide #18 in my talk. Below are the slides for my Futureverse: Profile Parallel Code talk that I presented at the useR! 2022 conference online and hosted by the Department of Biostatisti

June 23, 2022

Futurecoder Python
Website
Python
Programming
Tutorial
French

Cours Python à destination des débutants 100% gratuit et interactif

January 1, 2025

G*Power
Website
Other
Statistics
Power Analysis

GPower Statistical Power Analyses for Mac and Windows GPower is a tool to compute statistical power analyses for many different t tests, F tests, χ2 tests, z tests and some exact tests.

November 22, 2025

GANs Original Paper
Paper
Python
Machine Learning
GANs

We propose a new framework for estimating generative models via an adversarial process, in which we simultaneously train two models: a generative model G that captures the data distribution, and a discriminative model D that estimates the probability that a sample came from the training data rather

June 10, 2014

GDR Stat Santé
Website
R
Statistics
Health
French

GLM Introduction
Website
R
Statistics
GLM
French

Le logiciel R est un environnement de programmation statistique et graphique largement utilisé par les chercheurs, les analystes de données et les statisticiens.

September 13, 2023

GLMM FAQ
Website
R
Statistics
Mixed Models
GLMM

summary(glmerfit) etc.

July 19, 2025

GLMM with brms
Blog
R
Statistics
Bayesian
Mixed Models

Here I illustrate how to fit GLMMs with the R package brms, and compare to Jags and lme4.

April 18, 2022

Garrick Aden-Buie
Website
R
Developer
Resources

Software engineer for Shiny at @posit-pbc. gadenbuie has 329 repositories available. Follow their code on GitHub.

January 1, 2026

GavinHuang/asr-demo
Website
Python
Speech
Demo

Démo ASR sur Hugging Face Spaces.

Gelman Priors Meta-Analysis
Blog
Other
Statistics
Bayesian

In response to my remark in this post, “So, what to do? I don’t know, exactly! There’s no Platonically correct prior for (mu, tau).

February 28, 2022

Get Started Quarto
Website
R
Quarto
Workshop

rstudio::conf-2022 2 day workshop on getting started with Quarto

July 25, 2022

Git Branches Guide
Blog
Other
Git
Version Control

By Tobias Günther Branches are one of the core concepts in Git. And there’s an endless amount of things you can do with them. You can create and delete them, rename and publish them, switch and compare them… and so much more. My intention with this…

January 28, 2021

Git Branching
Website
Other
Git
Tutorial

Git Guide
Community
Other
Git
Tutorial

A community resource covering Git — Git Guide.

May 29, 2022

Git SCM
Website
Other
Git
Documentation

Git is a free and open source distributed version control system designed to handle everything from small to very large projects with speed and efficiency.

February 1, 2026

Git Tutorial Video
Video
Other
Git
Tutorial

Based on joint work with Yi Zhang, Arturs Backurs, Ronen Eldan, Suriya Gunasekar, Tal Wagner https://arxiv.org/abs/2206.04301.

June 29, 2022

Git Tutorial Video
Video
Other
Git
Tutorial

This git tutorial for beginners is designed to teach you the git command line tool and how it works with github. This beginner git tutorial teaches github fu…

June 18, 2020

Git with R - finistR
Website
R
Git
Tutorial
French

Install git on windows https://gitforwindows.

January 1, 2018

GitHub - bahdotsh/wrkflw: Validate and Run GitHub Actions locally.
Repository
Other
General

Validate and Run GitHub Actions locally. Contribute to bahdotsh/wrkflw development by creating an account on GitHub.

March 29, 2025

GitHub - belian-earth/duckdb-r-editor: A Positron IDE extension to create a rich in-line DuckDB SQL editor experience wi
Repository
Other
General

A Positron IDE extension to create a rich in-line DuckDB SQL editor experience within R files. - belian-earth/duckdb-r-editor

January 13, 2026

GitHub - christopherkenny/awesome-rstats-skills: Awesome list of rstats skills for AI workflows
Repository
Other
General

Awesome list of rstats skills for AI workflows. Contribute to christopherkenny/awesome-rstats-skills development by creating an account on GitHub.

March 3, 2026

GitHub - github/awesome-copilot at cfb896c2325b8c0527a88362846d25b8080c5071
Repository
Other
General

Community-contributed instructions, prompts, and configurations to help you make the most of GitHub Copilot. - GitHub - github/awesome-copilot at cfb896c2325b8c0527a88362846d25b8080c5071

June 11, 2025

GitHub - hesreallyhim/awesome-claude-code: A curated list of awesome skills, hooks, slash-commands, agent orchestrators,
Repository
Other
General

A curated list of awesome skills, hooks, slash-commands, agent orchestrators, applications, and plugins for Claude Code by Anthropic - hesreallyhim/awesome-claude-code

April 19, 2025

GitHub - jeremy-allen/claude-skills
Repository
Other
General

Contribute to jeremy-allen/claude-skills development by creating an account on GitHub.

January 11, 2026

GitHub - posit-dev/ptd: posit team dedicated toolkit
Repository
Other
General

posit team dedicated toolkit. Contribute to posit-dev/ptd development by creating an account on GitHub.

December 23, 2025

GitHub - posit-dev/skills: A collection of Claude Skills from Posit
Repository
Other
General

A collection of Claude Skills from Posit. Contribute to posit-dev/skills development by creating an account on GitHub.

November 21, 2025

GitHub - tgerke/ducklake-r: An R package to interface with DuckLake lakehouses
Repository
Other
General

An R package to interface with DuckLake lakehouses - tgerke/ducklake-r

September 9, 2025

GitHub - zeroclaw-labs/zeroclaw: Fast, small, and fully autonomous AI assistant infrastructure — deploy anywhere, swap a
Repository
Other
General

Fast, small, and fully autonomous AI assistant infrastructure — deploy anywhere, swap anything 🦀 - zeroclaw-labs/zeroclaw

February 13, 2026

GitHub Actions 2.0
Blog
R
CI/CD
GitHub

We’re tickled pink to announce a v2 release of our collection of R related GitHub Actions at https://github.

June 1, 2022

GitHub Actions RStudio
Blog
R
CI/CD
GitHub

This post is a complementary material for my talk at rstudio::conf 2022 (which is happening TODAY!!!)! I’m writing this really quick, from the hotel room, for anyone interested to see the code used to create the plot that it is on my talk: The plot uses data from the GitHub API, collected with the h

July 28, 2022

GitHub Actions for R
Website
R
CI/CD
GitHub

GitHub Actions for the R community. Contribute to r-lib/actions development by creating an account on GitHub.

October 10, 2019

GitHub Copilot Prompting Guide
Tool
Other
Developer Tools

In this prompt guide for GitHub Copilot, two GitHub developer advocates, Rizel and Michelle, will share examples and best practices for communicating your desired results to the AI pair programmer.

June 20, 2023

GitHub Hello World
Website
Other
Git
Tutorial

Follow this Hello World exercise to learn GitHub’s pull request workflow.

January 1, 2026

GitHub Illustrated Series
Blog
Other
Git
Tutorial

Welcome! This illustrated series tells a story about why GitHub is so powerful for supporting, reusing, contributing, and failing safely.

May 27, 2022

GitHub Profile README Generator
Website
Other
GitHub
Tools

Prettify your github profile using this amazing readme generator.

GitLab Data Team Handbook
Website
Other
Gitlab

GitLab Data Team Handbook
Documentation
Other
Data Engineering

GitLab GitHub Issues Summary
Blog
R
Git
Reporting
French

How can I download all issues information from Gitlab or Github and create a summary report of my commit messages for my client?

October 10, 2023

Good Practices in R
Guide
R
Best Practices

Cleaning data can take hundreds or thousands of lines.

March 16, 2023

Google AI - PaLM
Blog
Python
NLP
LLM

Posted by Sharan Narang and Aakanksha Chowdhery, Software Engineers, Google Research In recent years, large neural networks trained for language un…

April 4, 2022

Google AI Blog - TensorFlow
Blog
Python
Deep Learning
TensorFlow

We’re celebrating TensorFlow’s fifth birthday way five ways you can use and learn about our machine learning framework.

November 13, 2020

Google Imagen
Website
Python
Computer Vision
Generative AI

There are several ethical challenges facing text-to-image research broadly.

January 1, 2000

Google Parti
Website
Python
Computer Vision
Generative AI

Research paper GitHub repository We introduce the Pathways Autoregressive Text-to-Image model (Parti), an autoregressive text-to-image generation model that achieves high-fidelity photorealistic image generation and supports content-rich synthesis involving complex compositions and world knowledge.

December 1, 2021

Gradual Shiny
Website
R
Shiny
Tutorial

This workshop is a gentle introduction to Shiny and related concepts

January 28, 2018

Graft
Repository
Python
AI
OCR

Outil NanoNets pour OCR / extraction structurée.

Grammar of Tables
Website
R
Tables
Quarto

The grammar of tables in python (pandas) and R (gt) Introduction The {ggplot2} 📦1is one of the most widely used packages for data visualization in R.

January 1, 1995

Graph Learning Workshop 2022
Workshop
Python
Graph ML

This workshop will bring together leaders from academia and industry to showcase recent methodological advances of Graph Neural Networks, a wide range of applications to different domains as well as machine learning frameworks and practical challenges for large-scale training and deployment of graph

January 1, 2022

Graph Neural Networks Link Prediction
Blog
Python
Graph Neural Networks
Tutorial

When It Comes to Forecasting Connections Within a Network

July 7, 2022

GraphPad FAQ
Website
Other
Statistics
Support

Choosing a statistical test This is chapter 37 of the first edition of Intuitive Biostatistics by Harvey Motulsky.

January 1, 1995

Grimoire Stat
Book
R
Statistics
French

Mon grimoire de stats avec R

May 16, 2018

HAL Meta-Analysis
Paper
Other
Statistics
Meta-analysis
French

While deep learning has enabled tremendous progress on text and image datasets, its superiority on tabular data is not clear. We contribute extensive benchmarks of standard and novel deep learning methods as well as tree-based models such as XGBoost and Random Forests, across a large number of datas

November 28, 2022

HMM Nimble Full Workshop
Website
R
Statistics
HMM
Workshop

A half-a-day workshop with R and Nimble

June 26, 2022

HMM Nimble Workshop
Website
R
Statistics
HMM

class: center, middle, title-slide # Hidden Markov models and capture-recapture data ### Olivier Gimenez & Daniel Turek ### last updated: 2022-06-26 — # A simple survival example – + Say we release (n) animals at the beginning of the winter, out of which (z) survive, and we’d like to esti

June 26, 2022

Hacker News
Community
Other
General

Hacker News new | past | comments | ask | show | jobs | submit login 1.

February 24, 2026

Hands-On ML with Scikit-Learn
Book
Python
Machine Learning

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can… - Selection from Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition [Book]

September 30, 2019

Happy Git with R
Book
R
Git
Workflow

Using Git and GitHub with R, Rstudio, and R Markdown

Harsh Gupta Talks
Website
Other
Research
Talks

Here you can find most of my recent presentations with related resources. If you would like to talk about these, my inbox is open!

November 16, 2023

Harvard Gov 2003
Course
R
Statistics
Causality

Materials for Gov 2003: Causal Inference with Applications

January 1, 2003

Hello Quarto Demo
Website
R
Quarto
Tutorial

Repository for the demos in the "Hello, Quarto!" talk - mine-cetinkaya-rundel/hello-quarto-demo

July 14, 2022

Hierarchical Models Visualization
Website
Other
Statistics
Visualization

A visual explanation of multi-level modeling

How to use shinyMatrix and plotly graphs as inputs in a Shiny app - Posit
Blog
R
General

Taylor Rodgers, Senior Data Scientist and project lead at PKGlobal, walks through creating a powerful Shiny application with shinyMatrix and plotly for engineers, manufacturers, and plant workers.

September 29, 2021

Hugging Face Chat
Platform
Other
LLMs

Making the community’s best AI chat models available to everyone

January 1, 2025

Hugging Face Ethics
Blog
Other
Ethics
AI

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

October 28, 2025

Hugging Face Job
Website
Other
Jobs
NLP

Here at Hugging Face, we’re on a journey to advance and democratize ML for everyone. Along the way, we contribute to the development of technology for the better.

Hugging Face Papers
Platform
Python
Machine Learning

Your daily dose of AI research from AK

February 24, 2026

Hugging Face Sentiment Analysis
Blog
Python
NLP
Sentiment Analysis

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

February 2, 2022

Hugo Apéro Theme
Website
R
Blogdown
Theme

Apéro is a Hugo theme for personal websites. A Hugo theme you’ll want to hang out with :milky_way: . This is the source for the theme files to install. - GitHub - hugo-apero/hugo-apero: Apéro i…

February 2, 2021

Human Compatible AI
Platform
Other
AI Safety

CHAI’s mission is to develop the conceptual and technical wherewithal to reorient the general thrust of AI research towards provably beneficial systems.

January 18, 2025

Human Microbiome Project
Website
Other
Biology
Data

An official website of the United States government Here’s how you know Official websites use.

November 1, 2024

Humans & AI Stories
Website
Other
AI
Ethics

INLA GitBook
Book
R
Bayesian Statistics

This book introduces the integrated nested Laplace approximation (INLA) for Bayesian inference and its associated R package R-INLA.

August 29, 2021

INRIA Fairplay
Blog
Other
Ethics
AI
French

Créée dans le cadre d’un partenariat de recherche entre Criteo et Inria, l’équipe-projet FAIRPLAY se donne pour mission d’étudier l’impact de l’IA sur la conception de places de marchés transparentes et équitables. Retour sur la genèse de cette équipe-projet commune Criteo – Inria – Institut Polytec

March 29, 2022

ISLR tidymodels Labs
Book
R
Machine Learning
tidymodels

ISLR tidymodels labs 1 Introduction This book aims to be a complement to the 2nd edition An Introduction to Statistical Learning book with translations of the labs into using the tidymodels set of packages.

September 24, 2023

Inner Metrics
Website
Other
Visualization

A curated gallery celebrating data visualization as art. Discover innovative artworks from international artists who transform data into emotionally compelling visual experiences.

January 1, 2022

InseeFr GitHub
Community
R
Public Statistics

A community resource for R covering Public Statistics — InseeFr GitHub.

February 24, 2026

Interpretable Machine Learning (Packt)
Book
Python
Explainable AI

Intro
Website
Other
Development

Get started with OpenCode.

February 24, 2026

Intro to Transformers
Website
Python
Deep Learning
Transformers

JavaScript must be enabled in order to use Notion.

Introduction
Website
Other
Bioinformatics

Introduction This website is an attempt to collect all the tutoring information I’ve created and put it in one place that can be accessed from anywhere with an internet connection.

Ivan Laptev
Website
Other
Computer Vision
Research

| | Ivan Laptev Professor at MBZUAI on leave from INRIA Paris Email: Ivan.
April 1, 2018
JMS INSEE 2022
Conference
R
Statistics
French

A conference resource for R covering Statistics — JMS INSEE 2022.

Jan
Website
Other
AI
Local LLM

Client desktop LLM local open-source.

Jared Nolis Ecommerce Shiny
Website
R
Shiny
Business

JavaScript for R
Book
R
JavaScript
Web Development
Integration

Book on using JavaScript with R for visualisations, web development, and computations.

April 19, 2021

Jenny Bryan
Website
R
Data Science
Developer

Jenny Bryan’s personal website

Jimin Park
Website
Other
Computer Vision
Research

Hi, I am a research scientist at Meta Super Intelligence Labs working on post-training.

January 1, 2017

John Helveston
Website
R
Engineering
Education

Assistant Professor in EMSE @ GWU; Engineering; Sustainability; Technology Innovation Policy; EVs; China; Data Science; Rstats; Python; Swing dancing - jhelvy

January 1, 2026

Josef Sivic
Website
Other
Computer Vision
Research

I am currently on leave (“détachement”) to the Czech Technical University in Prague but keep close ties to the Willow team where I remain a close external collaborator.
January 20, 2014
Josiah Parry Presentation
Website
R
Conference
Spatial

Materials for rstudio::conf. Contribute to rstudio/rstudio-conf development by creating an account on GitHub.

January 18, 2017

Julia Evans
Blog
Other
Programming
DevOps
January 11, 2025

Julia Silge useR 2022
Website
R
tidymodels
Conference
January 1, 2022

Julie Josse
Website
R
Statistics
Missing Data
August 29, 2017

Julien Barnier - Tidyverse
Website
R
Tidyverse
French

Introduction à R et au tidyverse À propos de ce document Ce document est une introduction à R, logiciel libre de traitement et d’analyse de données.

December 19, 2024

Julien Beaulieu
Blog
Python
Data Science

I am Julien Beaulieu, and I work as a data scientist. I write about Data Science, learning and productivity. Contact me to have a chat.

January 1, 2022

Jupyter Notebooks Gallery
Community
Python
Data Science
Tutorial

A community resource for Python covering Data Science — Jupyter Notebooks Gallery.

July 24, 2025

KDnuggets - Scikit-learn Cheatsheet
Blog
Python
Machine Learning
Reference

With the power and popularity of the scikit-learn for machine learning in Python, this library is a foundation to any practitioner’s toolset. Preview its core methods with this review of predictive modelling, clustering, dimensionality reduction, feature importance, and data transformation.

January 25, 2021

Kaggle AI4Code
Website
Python
Competition
NLP

Predict the relationship between code and comments

January 1, 2000

Kaggle Blog
Blog
Python
Machine Learning
Competition

Official Kaggle Blog!

February 24, 2026

Kaggle Days Paris 2022
Repository
Python
Machine Learning

Slides for my presentation. Contribute to jfpuget/KaggleDays_Paris_2022 development by creating an account on GitHub.

November 17, 2022

Katie Jolly
Blog
R
Data Visualization

Applying design guidelines to slides with {xaringanthemer} At a recent R-Ladies Seattle meetup, Silvia Canelón gave a great presentation on getting {xaringan} slides set up and deployed with GitHub pages for easy sharing.

March 16, 2021

Keybinding Conflict Scanner - Visual Studio Marketplace
Website
Other
Development

Extension for Visual Studio Code - Automatically detect and resolve keybinding conflicts between VS Code extensions

February 25, 2026

LISA Tea Talks
Website
Other
Machine Learning
Talks

Welcome to Mila Tea Talks! What are tea talks ? Tea talks are scientific keynote-like talks given at Mila on Friday mornings (10:30am EDT). We either have an internal or invited speaker give a ~1 hour talk with about 15 minutes of questions interspersed throughout. These talks are open to the

October 25, 2024

Laurent Gourvès
Website
Other
Research
French

CV détaillé de Gourvès Laurent, Directeur de recherche CNRS à l’université Paris Dauphine-PSL. Retrouvez sa biographie, ses publications et ses coordonnées.

January 1, 2026

Learn Git Branching
Website
Other
Git
Interactive
French

Learn OpenCV
Blog
Python
Computer Vision
Tutorial

I am Satya Mallick. I blog about Computer Vision and Machine Learning, and publish code and tutorials in OpenCV ( C++ & Python ).

May 30, 2015

Learn R for Free
Website
R
Education
Tutorial

Free Resources for Learning R

Likert Analysis in R
Book
R
Statistics
Survey

This is a short overview of why averages don’t work well for evaluating Likert scale or other ordinal-scale data, and what to do instead, with examples using R.

January 4, 2017

Lilian Weng - GANs
Blog
Python
Machine Learning
GANs

From Gan To Wgan Aug 20, 2017 by Lilian Weng ← How To Explain The Prediction Of A Machine Learning Model Anatomize Deep Learning With Information Theory →.

August 20, 2017

Linear Mixed Models Guide
Book
R
Statistics
Mixed Models

Highly recommended by JASA, Technometrics, and other leading statistical journals, the first two editions of this bestseller showed how to easily perform complex linear mixed model (LMM) analyses via a variety of software programs. Linear Mixed Models: A Practical Guide Using Statistical Software, T

June 23, 2022

Lino Galiana
Website
Python
R
Data Science
Economics

I am data scientist at the French national statistical institute, Insee.

November 28, 2022

List Columns Webinar
Video
R
Programming
Tutorial

This webinar breaks down one of the most esoteric concepts in the Tidyverse: list columns.

February 10, 2023

Lobsters
Community
Other
Development

A computing-focused community centered around link aggregation and discussion.

February 23, 2026

Loss Functions CV
Blog
Python
Computer Vision
Deep Learning
French

M2 MVA Paris-Saclay
Website
Other
Computer Vision
Education
French

M2 Mathématiques, Vision, Apprentissage Le MVA est un Master 2 Recherche créé en 1996, piloté par le département de mathématiques de l’ENS Paris-Saclay, co-accrédité avec l’Institut Polytechnique de Paris et partagé avec Université Paris Cité.

January 17, 2020

MCP Apps - Bringing UI Capabilities To MCP Clients
Website
Other
Machine Learning

Today, we’re announcing that MCP Apps are now live as an official MCP extension. Tools can now return interactive UI components that render directly in the conversation: dashboards, forms, visualizations, multi-step workflows, and more. This is the first official MCP extension, and it’s ready for pr

January 26, 2026

MDPI Spatial Statistics
Book
R
Statistics
Spatial

MIT Computational Thinking
Course
Other
Computer Science
Education

In this segment, we understand what an image is when represented on a computer, and how you can use the Images.

September 2, 2020

MIT Deep Learning
Course
Python
Deep Learning
Education

MIT’s introductory course on deep learning methods and applications.

January 5, 2026

MIT Deep Learning Playlist
Video
Python
Deep Learning

Partagez vos vidéos avec vos amis, vos proches et le monde entier

February 22, 2026

ML Cheatsheets
Community
Python
Machine Learning
Reference

A community resource for Python covering Machine Learning — ML Cheatsheets.

February 22, 2020

ML Collective
Community
Other
Machine Learning

A community resource covering Machine Learning and Community — ML Collective.

December 19, 2025

ML Complete Course
Website
Python
Machine Learning
Tutorial

Learn Machine Learning through understanding and doing!

ML Interview Questions
Blog
Python
Machine Learning
Interviews

Sample answers to 21 machine learning interview questions that could appear in any data scientist or machine learning engineer interview.

October 9, 2017

ML Mastery
Website
Python
Machine Learning
Tutorial

Need Help Getting Started with Applied Machine Learning? These are the Step-by-Step Guides that You’ve Been Looking For! What do you want help with? Beginner Python Skills Understand ML Algorithms ML + Weka (no code) ML + Python (scikit-learn) ML + R (caret)…

September 26, 2025

ML Mastery - Data Viz
Blog
Python
Visualization
pandas

You must understand your data in order to get the best results from machine learning algorithms. The fastest way to learn more about your data is to use data visualization. In this post you will discover exactly how you can visualize your machine learning data in Python using Pandas. Let’s get start

May 15, 2016

ML Notebooks
Website
Python
Machine Learning
Notebooks

:fire: Machine Learning Notebooks. Contribute to dair-ai/ML-Notebooks development by creating an account on GitHub.

March 26, 2022

ML Notes Cam
Website
Other
Machine Learning
Notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(2000+页)和视频链接 - roboticcam/machine-learning-notes

February 15, 2018

ML YouTube Courses
Website
Other
Machine Learning
Education

📺 Discover the latest machine learning / AI courses on YouTube. - dair-ai/ML-YouTube-Courses

June 25, 2021

ML for Everyone
Website
Other
Machine Learning
Tutorial
November 21, 2018

MLOps Primer
Website
Python
MLOps
Tutorial

A collection of resources to learn about MLOPs. Contribute to dair-ai/MLOPs-Primer development by creating an account on GitHub.

June 19, 2022

MLOps RStudio Conf
Website
Python
MLOps
Conference

Contribute to isabelizimm/talk-rstudioconf2022-mlops development by creating an account on GitHub.

July 5, 2022

MLU Random Forest
Website
Other
Machine Learning
Explainability

An introduction to the Random Forest algorithm.

January 1, 2001

MPRI Probabilistic Programming
Website
Other
Probabilistic Programming
Course

MSR AGI
Website
Other
AI
Research

MVA Master
Website
Other
Computer Vision
Education
French

Le MVA Le MVA (Mathématiques, Vision, Apprentissage), est un Master 2 Recherche créé en 1996 par Robert Azencott.

February 6, 2025

Machine Learning for Hackers
Book
Python
Machine Learning

The past decade has witnessed the broad adoption of artificial intelligence and machine learning (AI/ML) technologies. However, a lack of oversight in their widespread… - Selection from Machine Learning for High-Risk Applications [Book]

April 17, 2023

Magalie Houée-Bigot
Website
R
Statistics
Research

Ingénieure en science des données, PhD Département Statistique et informatique Unité pédagogique : Mathématiques appliquées Activités d’enseignement Enseignement numérique MOOC Analyse de données multidimensionnelles diffusé sur la plateforme France Université Numérique Cours-TD-TP - Analyse de donn

January 1, 2026

Maintaining Open Source in the Age of Generative AI: Recommendations for Maintainers and Contributors
Blog
Python
Machine Learning

Adrin Jalali and Cailean Osborne of Probabl deep dive into how open source projects are managing the surge of AI-generated contributions, highlighting pragmatic principles and policies to protect maintainer bandwidth.

February 24, 2026

Make a README
Website
Other
Documentation
Best Practices

Learn how to make a great README for your programming project, and use the editable template to get started.

August 23, 2010

Malcolm Barrett
Website
R
Epidemiology
Causality

Hi there. I’m Malcolm. I’m a scientist and toolmaker. I teach open-source data science, make software, and analyze data. I’ve worked in academia and industry, including Posit, Teladoc Health, and Apple.

September 17, 2019

Marie Etienne
Website
R
Statistics
Research

I am currently Associate Professor at ENSAI, on leave from Institut Agro Rennes Angers where I arrived in 2017.

January 1, 2017

Mastering Quarto CLI: From Authoring to Publishing – Mastering Quarto CLI
Website
R
General

Learn how to use Quarto CLI for your data science projects.

February 6, 2026

Mastering Shiny
Book
R
Shiny
Web Development

A book created with bookdown.

January 1, 2021

Math3ma
Website
Other
Mathematics
Blog

Math3ma is a blog about mathematics, maintained by Tai-Danae Bradley.

July 1, 2025

Matplotlib Notebook
Website
Python
Visualization
Reference

Matplotlib Tips and Demos¶ When I first learned Python three years ago, I was often finding myself having to lookup the same thing again and again for Matplotlib.

February 24, 2026

Maya Gans
Website
R
Data Science
Education

Maya Gans Data Visualization Engineer Biography I am currently a Data Visualization Engineer at Atorus Research where I develop custom applications using R and JavaScript.

January 1, 2016

Mega4alik/ollm
Repository
Other
AI
LLM
Local

ollm — wrapper LLM local.

Meghan Hall Talks
Website
R
Conference
Presentations

It can be daunting to start using R when no one else in your office is! Using a case study from an administrative higher education office, learn how you can begin to build your own R ecosystem, step by step, to increase the efficiency and impact of your work, even as a solo contributor.

July 28, 2022

Meta AI Fairness
Blog
Python
Ethics
Fairness

Creating AI that respects all identities equally starts with having more inclusive datasets. Today, we are sharing our work with researchers to help…

May 23, 2022

Meta-Analysis Methods
Book
Other
Statistics
Meta-analysis

Metropolis-Hastings Explained
Blog
R
Bayesian Statistics

A note that I wrote for a computer science class I taught all the way back in 2010

April 12, 2023

Michael Clark
Website
R
Statistics
Machine Learning

Models Demystified Deep Learning for Tabular Data: The Foundation Model Era deep learning machine learning boosting Uncertainty Estimation with Conformal Prediction machine learning regression boosting bayesian Imbalanced Outcomes machine learning regression boosting Deep Linear Models deep learning

August 15, 2025

Michael Waskom
Website
Python
Visualization
seaborn

I am a software engineer at Modal Labs, where I’m designing new abstractions for building data and AI applications in the cloud.

January 14, 2024

Mickael Canouil
Blog
R
Data Science

Miles McBain - Data Frames
Blog
R
Programming
Best Practices

Are you Data Scientists or Software Developers?! I think the best Data Scientists are both. This little exchange was a spicy first question I got after walking another state agency through some of our internal travel time estimation tooling back at Queensland Fire and Emergency Services. And I’ve on

October 18, 2022

Mindful Modeler
Newsletter
Other
Machine Learning

Better machine learning by thinking like a statistician. About model interpretation, paying attention to data, and always staying critical. Click to read Mindful Modeler, by Christoph Molnar, a Substack publication with tens of thousands of subscribers.

December 16, 2025

Minimizing AI Bias
Blog
Other
Ethics
AI
French

Sélection des données de collecte, apport des experts métiers, méthodes de correction…. Tour d’horizon des méthodes permettant de réduire les dérives d’un modèle de machine learning ou de deep learning.

May 25, 2022

Mining of Massive Datasets
Website
Other
Data Science
Mining

The book is based on Stanford Computer Science course CS246: Mining Massive Datasets (and CS345A: Data Mining).

July 4, 2012

Mistikee - Le gestionnaire de mots de passe à déni plausible - Korben
Blog
Other
General

Vous connaissez le concept de déni plausible appliqué aux mots de passe ? L’idée c’est que si quelqu’un chope votre coffre-fort de passwords et tente de le …

February 7, 2026

Mixed Models in MCMCglmm
Blog
R
Statistics
Mixed Models

[1] "Created: Wed Apr 1 16:43:54 2015" See the introduction for an overview.

July 10, 2014

Mixture Models with Monolix
Website
Other
Statistics
Mixture Models

Modeldown AutoML
Blog
R
Explainability
AutoML

Machine learning is great… until you have to explain it. Stakeholders are normally non-technical, C-suites that ultimately want to know what the model does for the business. And how it helps increase revenue or decrease costs. A new R package, modelDow…

July 6, 2022

Modeling Mindsets
Book
Other
Statistics
Philosophy

Modeling Mindsets Game
Game
Other
Statistics Education

Want to get a better overview of the different modeling approaches? In less than 100 pages, Modeling Mindsets, The Many Cultures of Learning From Data elucidates the worldviews behind various statistical modeling and machine learning mindsets.

ModernDive
Book
R
Statistics
Data Science

An open-source and fully-reproducible electronic textbook for teaching statistical inference using tidyverse data science tools.

January 29, 2026

Modules de formations à et Git dispensés au SSM Agriculture
Website
R
General

Prise en main de l’environnement de programmation Cerise Diaporama de présentation pour la prise en main du RStudion workbench Cerise du MASA Version une journée L’ensemble des modules peuvent être suivis indépendamment les uns des autres.

April 1, 2017

Multi-language Coding Cheatsheet
Cheatsheet
R
Python
Julia
Programming

I’m making freely available the first version of something I’ve wanted to do for a long time. I’m an advanced R user, but I’m very limited in both, Python and Julia. However…

July 4, 2023

Murray Logan Stats
Website
R
Statistics
Tutorial

Must-Have R Packages
Blog
R
Packages
Workflow

R has countless packages. This is a collection of the ones I found to be the most useful for data scientists and software developers alike.

August 1, 2022

NAR Article
Paper
Other
Bioinformatics
Research

NIM for Developers
Website
Other
Machine Learning

Run AI models on NVIDIA GPUs in the cloud, data center, workstations, and PCs.

January 1, 2012

Naruto Hand Signs Classification
Website
Python
Computer Vision
Classification

Naruto Hand Gesture Recognition with OpenCV and Transfer Learning - yaxan/Naruto_Handsign_Classification

June 19, 2022

Nature AI Fairness
Paper
Other
Ethics
AI

Nature Digital Medicine
Paper
Other
Medical
AI

Nature Digital Medicine ML
Paper
Other
Medical
AI

Nature Human Behaviour Article
Paper
Other
Behavioral Science

Nick Strayer
Website
R
Data Science
Visualization

Nick Strayers Personal Website and Portfolio

January 1, 2025

Nick Strayer RStudio Conf
Website
R
Conference
Presentation

RStudio Conf 2022 Links | Nick Strayer shinyuieditor gridlayout Slides Me.

January 1, 2022

Nick Tierney useR 2022
Website
R
Conference
Missing Data

https://njt-user-2022.netlify.app/#1. Contribute to njtierney/talk-user-2022 development by creating an account on GitHub.

June 15, 2022

Nicola Rennie
Blog
R
Data Science
Visualization

Nicola Rennie rstudio::conf
Website
R
Conference
Presentations

NumFOCUS
Blog
Python
Open Source
Data Science

The NumFOCUS blog covers topics of interest to data scientists and programmers. Interviews with open source maintainers, open science updates, and more.

April 19, 2021

NumPy Reference
Website
Python
NumPy
Reference

NumPy reference# - Release: 2.

December 21, 2025

OSF Project
Website
Other
Research
Reproducibility

Olivier Gimenez - R Markdown
Blog
R
R Markdown
Tutorial

class: center, middle, inverse, title-slide # Writing dynamic and reproducible documents ## An introduction to R Markdown ### Olivier Gimenez ### November 2020 — # Credits - Garrett Grolemund [RStudio webinar](https://github.

March 1, 2015

One-Shot Any Web App with Gradio’s gr.HTML
Blog
Python
Machine Learning

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

December 1, 2025

Onyxia Data Platform
Platform
Other
Data Platforms

Data science environment for k8s

Open Data Science
Website
Python
Data Science
Community

Stay up-to-date on the latest data science and AI news in the worlds of artificial intelligence, machine learning, deep learning, implementation, and more.

February 23, 2026

Open Science for Health Data
Slides
Python
Open Science

Developing data analyses pipelines around open source, open data, and open communities has shown great successes. The most used machine-learning tools t…

November 22, 2022

OpenClassrooms
Website
Other
Education
French

Vous utilisez un navigateur obsolète, veuillez le mettre à jour.

August 23, 2019

OpenReview Paper
Paper
Other
Machine Learning
Research

Currently, it is hard to reap the benefits of deep learning for Bayesian methods, which allow the explicit specification of prior knowledge and accurately capture model uncertainty. We present…

January 28, 2022

Openscapes Quarto Migration
Blog
R
Quarto
Migration

Learning by doing: migrating to Quarto from Bookdown I just had rather a lot of fun working with Ileana Fenwick to convert a book to Quarto from RMarkdown! Given that Quarto is relatively new and there’s not yet an excess of resources beyond the official docs, we’ve documented how we did it.

July 21, 2022

Outils CLI pour agent claude: performance et qualité
Blog
Other
General

Les outils CLI modernes (ripgrep, fd, bat, fzf, jq, yq) ne sont pas implémenté par défault dans les workflow d’agents IA, et en fait ils peuvent avoir un impact mesurable sur la consommation de tokens et la performance des agents

February 23, 2026

Oxford Statistics
Website
R
Statistics
University

News & Events A global hub for outstanding statistics research, teaching and advice Research Groups We feel enormous pride in the quality and the diversity of our research.

February 19, 2026

PAIR Facets
Website
Python
Visualization
Data Analysis

Visualizations for machine learning datasets. Contribute to PAIR-code/facets development by creating an account on GitHub.

July 7, 2017

PBIL Lyon R Teaching
Website
R
Statistics
Tutorial
French

On trouve ici des cours, exercices, TD avec le logiciel R, pour l’enseignement de la statistique et de l’analyse des données pour des biologistes.

January 1, 1999

PDF Drive R Books
Website
R
Books
French

PLOS ONE phyloseq
Paper
R
Microbiome
Statistics

Background The analysis of microbial communities through DNA sequencing brings many challenges: the integration of different types of data with methods from ecology, genetics, phylogenetics, multivariate statistics, visualization and testing. With the increased breadth of experimental designs now be

April 22, 2013

PMC Article
Paper
Other
Medical
AI

Addressing the heterogeneity of both the outcome of a disease and the treatment response to an intervention is a mandatory pathway for regulatory approval of medicines. In randomized clinical trials (RCTs), confirmatory subgroup analyses focus on …

December 17, 2020

PSI Meta-Analysis Course Notes
Paper
Other
Statistics
Meta-analysis

Palmer Penguins useR 2022
Website
R
Data Science
Education
July 23, 2020

PandasGUI
Package
Python
Data Science
Visualization

A GUI for Pandas DataFrames. Contribute to adamerose/PandasGUI development by creating an account on GitHub.

June 12, 2019

Papers with Code LabML
Website
Other
Research
Papers

Parallelize Common Functions via One Magic Function
Website
R
General

The futurize() function transpiles calls to sequential map-reduce functions such as base::lapply(), purrr::map(), foreach::foreach() %do% { … } into concurrent alternatives, providing you with a simple, straightforward path to scalable parallel computing via the future ecosystem doi:10.32614/RJ-2</p

January 1, 2021
Parameterized R Markdown
Blog
R
R Markdown
Automation

Learn the power of parameterized reporting with RMarkdown to effortlessly generate multiple reports, saving hours of manual work.

October 15, 2020

Parametric vs Non-parametric
Website
Other
Statistics
Tutorial

Parcours R MTES
Website
R
Tutorial
French

Découvrir le fonctionnement de R Aborder la dimension modulaire du logiciel S’approprier l’interface graphique du logiciel Être en capacité d’importer dans R un fichier CSV et de réaliser des calculs statistiques simples (somme, moyenne, table des fréquences) Être en capacité d’explorer les données,

April 1, 2017

Patrick Weiss useR 2022
Website
R
Conference
Presentation

Presentation slides for ‘Tidy Finance with R’ at useR!2022.

June 23, 2022

Pattern Recognition and ML
Book
Other
Machine Learning

This leading textbook provides a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as researchers and practitioners. No previous knowledge of pattern recognition or machine learning concept

January 1, 2006

Paul Murrell Talks
Website
R
Visualization
Talks

Name | Last modified | Size | Description | | |—|—|—|—|—| | Parent Directory | - | ||| | 220talk.
March 12, 2003
PeerJ - Practical Data Science
Journal
Other
Data Science
Statistics

Collection of preprints focusing on the practical side of data science workflows and statistical analysis. Curated by Jennifer Bryan and Hadley Wickham.

August 15, 2017

Perceiver Model
Paper
Python
Deep Learning
Transformers

While the Transformer architecture has become the de-facto standard for natural language processing tasks, its applications to computer vision remain limited. In vision, attention is either applied in conjunction with convolutional networks, or used to replace certain components of convolutional net

October 22, 2020

Pharmaceutical Statistics - Meta-analysis
Paper
Other
Statistics
Meta-analysis

Philippe PERET
Website
Other
General

Portfolio and Data Services. Power your business with automated data pipelines and carefully designed dashboards & apps.

Physics Meets ML
Website
Other
Machine Learning
Physics

a virtual hub at the interface of theoretical physics and deep learning.

March 22, 2023

Pierre Alquier
Website
R
Statistics
Packages

regMMD - Robust Regression and Estimation Through MMD Minimization (written with Mathieu Gerber), doc MMDCopula - Estimation of Copula via MMD (written with Alexis Derumigny, Badr-Eddine Chérief-Abdellatif and Jean-David Fermanian), doc ISBF - Iterative Selection of Blocks of Features for regression

January 1, 2019

Pierre Navaro
Website
R
Python
Data Science

Scientific Software Engineer, Institut de Recherche Mathématique de Rennes, France. - pnavaro

January 1, 2026

Play with Docker
Website
Other
Docker
Tutorial

A simple, interactive and fun playground to learn Docker Play with Docker (PWD) is a project hacked by Marcos Liljedhal and Jonathan Leibiusky and sponsored by Docker Inc.

January 1, 2017

Play with Kubernetes
Website
Other
Kubernetes
Tutorial

Learn docker through online trainings in training.play-with-docker.com

January 1, 2018

Plotly Express Guide
Blog
Python
Visualization
Plotly

Plotly ggplot2
Website
R
Visualization
Interactive

Plotly ggplot2 Open Source Graphing Library With ggplotly() by Plotly, you can convert your ggplot2 figures into interactive ones powered by plotly.

February 19, 2026

Pointblank
Package
R
Data Validation

Data quality assessment and metadata reporting for data frames and database tables - rstudio/pointblank

February 24, 2017

Preventive Care for R Packages
Website
R
Packages

A comprehensive guide to R package development using automation to tick checklists for documentation, exception handling, portability, code quality, and dependency management. Learn how to make your R packages sustainable and release-ready.

January 13, 2026

Probabilistic ML Book
Book
Python
Machine Learning
Bayesian

“Probabilistic Machine Learning” - a book series by Kevin Murphy

January 1, 2012

Probabilistic ML Book 2
Book
Python
Machine Learning
Bayesian

Probabilistic Machine Learning: Advanced Topics by Kevin Patrick Murphy.

February 28, 2022

Professional Shiny App
Blog
R
Shiny
Best Practices

Shiny apps are easy to build, but often they are designed and implemented poorly. Learn how to make professional-grade Shiny apps.

October 16, 2022

Programmer en R
Website
R
R programming

Programmer en R Apparence R est un langage de programmation dédié aux statistiques.

July 22, 2010

Project Structure Slides
Website
R
Best Practices
Workflow

class: center, middle, inverse, title-slide # > 🏗
> Project structure ###

Danielle Navarro — layout: true

January 1, 2009
PsyArXiv Meta-Science
Paper
Other
Research
Meta-Science

PsyArXiv Preregistration
Paper
Other
Research
Methods

PySimpleGUI
Package
Python
GUI
Development

Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, …

July 11, 2018

Pylenin - String Formatting
Blog
Python
Programming
Tutorial

Gamatogel merupakan link situs toto togel terpercaya sebagai bandar toto dan slot online terlengkap. Menyediakan pasaran lengkap, akses mudah, dan layanan profesional untuk pemain Indonesia.

January 1, 2026

Python Beginner Errors
Blog
Python
Programming
Tutorial

Python Charts
Website
Python
Visualization
Tutorial

Learn data visualization in Python with PYTHON CHARTS! Create beautiful graphs step-by-step with matplotlib, seaborn and plotly with examples

July 10, 2023

Python Cheat Sheets
Website
Python
Programming
Reference

Cheat Sheets Cheat sheets can be really helpful when you’re trying a set of exercises related to a specific topic, or working on a project.

Python Course Lyon
Website
Python
Programming
French

Python Data Science Handbook
Book
Python
Data Science

For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual… - Selection from Python Data Science Handbook [Book]

November 21, 2016

Python Data Science Handbook
Book
Python
Data Science
Tutorial

Python Data Science Handbook Jake VanderPlas This website contains the full text of the Python Data Science Handbook by Jake VanderPlas; the content is available on GitHub in the form of Jupyter notebooks.

Python Data Visualization
Video
Python
Visualization
Tutorial

Profitez des vidéos et de la musique que vous aimez, mettez en ligne des contenus originaux, et partagez-les avec vos amis, vos proches et le monde entier.

February 22, 2026

Python For Loops
Website
Python
Programming
Tutorial
French
November 1, 2024

Python Kitchen - Free Books
Website
Python
Books
Resources

Here is my personal list of legally free Python books. Warning: Packt free books are highly unreliable, what can be free today can no longer be free tomorrow Th…

February 24, 2026

Python Language Tricks
Blog
Python
Programming
Best Practices

If you think you mastered the language, you’ve got to read this

January 26, 2021

Python ML Book 3rd Edition
Book
Python
Machine Learning

The "Python Machine Learning (3rd edition)" book code repository - rasbt/python-machine-learning-book-3rd-edition

June 7, 2019

Python Packages
Book
Python
Packages

An open source book describing modern and efficient workflows for developing and maintaining Python packages!

January 1, 2026

Python Regex Guide
Book
Python
Programming
Regex

Python Speedsheet
Website
Python
Programming
Reference

This site requires JavaScript to work properly.

Python Tuples
Website
Python
Programming
Tutorial
French

Python Tutorial Video
Video
Python
Programming
Tutorial

This Python 3 tutorial course aims to teach everyone the basics of programming computers using Python. The course has no pre-requisites and avoids all but th…

May 2, 2019

Python for Data Analysis
Book
Python
Data Science

Python for Data Analysis is concerned with the nuts and bolts of manipulating, processing, cleaning, and crunching data in Python. It is also a practical, modern introduction to… - Selection from Python for Data Analysis [Book]

October 22, 2012

Python for Finance
Book
Python
Finance
Data Science

Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems [Géron, Aurélien] on Amazon.com. FREE shipping on qualifying offers. Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelli

May 9, 2017

Python from the Very Beginning
Website
Python
Programming
Tutorial

QIIME Tutorials
Website
Other
Microbiome
Tutorial

News and Announcements » | The QIIME tutorials illustrate how to use various features of QIIME.
November 1, 2024
QuantIQ Internship
Website
Other
Medical
Deep Learning
Jobs

Quantmetry Bayesian Segmentation
Blog
Python
Medical
Bayesian
French

Quartaki
Website
R
Quarto
Tutorial

— 6 hour introduction to Quarto —

January 13, 2022

Quarto + Docker
Blog
R
Quarto

In this blog post of the “Quarto Q&A” series you will learn how to publish your Quarto project as a Docker container.

May 7, 2023

Quarto Blog Template
Website
R
Quarto
Template

A clone of schochastics-net with quarto. Emulates the hugo apero theme - schochastics/quarto-schochastics

July 8, 2022

Quarto Blog Writing Guide
Blog
R
Quarto
Tutorial

This blog post is an in-depth guide on how to start blogging with Quarto.

July 24, 2022

Quarto Bottom Up Blog
Website
R
Quarto
Tutorial

Contribute to AlbertRapp/quarto_bottomup_blog development by creating an account on GitHub.

May 31, 2022

Quarto Curious
Website
R
Quarto
Presentation

Quarto Dark Mode
Website
R
Quarto
Tutorial

<- ggplot(diamonds, aes(x = cut, y = price, fill = cut)) + g geom_violin() + labs(title = "Diamond price by cut") Dark Mode Demo Toggle dark and light mode (there’s a switch in the upper right corner) to see the plot switch.

Quarto Demo
Website
R
Quarto
Tutorial

quarto demo with R code. Contribute to jeremy-allen/quarto-demo development by creating an account on GitHub.

June 18, 2022

Quarto Design Mode
Tool
R
Quarto

Quarto Extension to enable DesignMode. Contribute to EmilHvitfeldt/quarto-designmode development by creating an account on GitHub.

November 4, 2022

Quarto Diagrams
Blog
R
Quarto
Diagrams

Inspired by the saying “An apple a day keeps the doctor away”, this project titled “A Quarto tip a day keeps the docs away” is a playful attempt to share Quarto tips for a month leading up to my rstudio::conf(2022) keynote on Quarto.

July 18, 2022

Quarto Document Template
Website
R
Quarto
Template

https://raniere-phd.gitlab.io/quarto-document-template

February 24, 2026

Quarto Shinylive
Website
R
Quarto
Shiny

With Shinylive, you can embed Shiny for Python applications into Quarto documents and run the entire application (including the Python runtime) inside the user’s web browser.

October 25, 2022

Quarto Tip a Day
Website
R
Quarto
Tutorial

a11y fig-alt slide-tone image-alt image aria-label icon [[]{.

July 28, 2022

Quarto with GitHub Pages
Blog
R
Quarto
Deployment

Using GitHub actions to render and publish a Quarto website.

August 8, 2022

Quick-R
Website
R
Statistics
Reference

Learn R programming quickly with this comprehensive directory designed for both current R users and those transitioning from other statistical packages.

July 26, 2024

Quick-R Reference
Website
R
Statistics
Reference

Learn R programming quickly with this comprehensive directory designed for both current R users and those transitioning from other statistical packages.

July 26, 2024

R & Python in RStudio
Video
R
Python
Integration
Webinar

We’ll discuss R’s history of interoperability and the philosophy of Reticulate, the Reticulate-powered features in RStudio 1.2, and talk through a case study of a reticulated Shiny app

February 10, 2023

R + Python: From polyglot to pluralism | Emily Riederer
Blog
R
General

We used to have a language war, then peaceful polyglot co-existence. Now, it’s clear that we’re actively better off learning from each other. A reflection on 2025, posit::conf, what R and python stacks can learn from each other, and the criticality of diversity in open source

December 30, 2025

R Language Manual
Website
R
Programming
Documentation

The R Language Definition

January 2, 2010

R Machine Learning Book
Website
R
Machine Learning
Book

The Hitchhiker’s Guide to Responsible Machine Learning

R Markdown Cookbook
Book
R
R Markdown
Documentation

This book showcases short, practical examples of lesser-known tips and tricks to helps users get the most out of these tools. After reading this book, you will understand how R Markdown documents are transformed from plain text and how you may customize nearly every step of this processing. For exam

February 3, 2026

R Misstastic
Website
R
Statistics
Missing Data

People The community of people and research teams working on missing values is constantly growing but there are some researchers whose work can be considered as key contributions to the community and who provide a lot of material to different groups of interested people. Here we provide the links to

April 4, 2025

R Package from Scratch
Blog
R
Package Development
Tutorial

Anyone who has created their own R package has probably come across Hilary Parker’s awesome blogpost, that walks you through creating your very first R package. The comprehensive detail on everything R packages can be found in Hadley Wickham’s superb book. In this post I am going to walk through som

August 26, 2018

R Packages
Book
R
Package Development

Learn how to create a package, the fundamental unit of shareable, reusable, and reproducible R code.

R Packages Book
Book
R
Package Development

Learn how to create a package, the fundamental unit of shareable, reusable, and reproducible R code.

R Project Conference 2026 (Romania)
Conference
R

Inscription à la conférence R 2026 (Roumanie).

R Psychologist
Website
R
Psychology
Statistics
Visualization

Kristoffer Magnusson’s blog

October 9, 2019

R Psychologist - Longitudinal Analysis
Blog
R
Statistics
Longitudinal
Mixed Models

I often get asked how to fit different multilevel models (or individual growth models, hierarchical linear models or linear mixed-models, etc.) in R. In this…

April 21, 2015

R Screencasts
Website
R
Video
Tutorial

16 May 2022 A great way to learn how to analyze data or improve the skills you have is to watch experienced people do it. It’s handy if you have experienced colleagues around you, but what if your colleagues are too busy to help coach you, you’re still trying to …

May 16, 2022

R Statistics Tutorial
Website
R
Statistics
French

Vous retrouverez ici toutes les lignes de code utilisées dans le livre.

R Toolkit for Databricks
Website
Python
Machine Learning

Collection of utilities that improve using Databricks from R. Primarily functions that wrap specific Databricks APIs (https://docs.databricks.com/api), RStudio connection pane support, quality of life functions to make Databricks simpler to use.

December 1, 2019

R Tutorial Zoonek
Website
R
Programming
Tutorial
French

The French version of this document is no longer maintained: be sure to check the more up-to-date English version.

January 1, 2004

R Universe
Website
R
Packages
Search

R Without Statistics
Book
R
Programming
Tutorial

R Workflow
Blog
R
Workflow
Best Practices

A collection of some R and data-analysis workflow write-ups that have piqued my interest over the past year or so.

September 4, 2017

R as an MCP server
Website
R
General

The mcptools package enables apps like Claude Desktop, Claude Code, and VS Code GitHub Copilot to run R code using the Model Context Protocol (MCP).

R for Data Science
Book
R
Data Science

This book will teach you how to do data science with R: You’ll learn how to get your data into R, get it into the most useful structure, transform it, visualise it and model it. In this book, you will find a practicum of skills for data science. Just as a chemist learns how to clean test tubes and s

January 1, 2017

R for Data Science - Dates
Website
R
Programming
Tutorial

You’re reading the first edition of R4DS; for the latest on this topic see the Dates and times chapter in the second edition. 16.1 Introduction This chapter will show you how to work with dates…

February 18, 2025

R for the Rest of Us Align Axes
Blog
R
Visualization
ggplot2

When you’ve got multiple plots in a report made with R, aligning the axes can be challenging. Here’s how we do it.

July 17, 2022

R in Pharma
Website
R
Pharmaceutical
Community

The conference is a scientifically & industry oriented, collegial event focused on the use of R in the development of pharmaceuticals.

January 1, 2025

R-Causal
Community
R
Causal Inference

A community resource for R covering Causal Inference — R-Causal.

August 21, 2025

R-bloggers - Deploying Shiny with Docker
Blog
R
Docker
Deployment
Shiny

If you haven’t heard of Docker, it is a system that allows projects to be split into discrete units (i.e. containers) that each operate within their own virtual environment. Each container has a blueprint written in its Dockerfile that describes all of the operating parameters including operating sy

February 8, 2019

R-bloggers - Gaussian Mixture
Blog
R
Statistics
Clustering

One of my goals for 2016 is to improve my ability to understand different statistical/machine learning problems. I have an educational background in economics, so I have spent a good deal of time studying and using linear modeling in it’
February 15, 2017
R-bloggers - How to Learn R
Blog
R
Education
Tutorial

Error establishing a database connection.

R-bloggers - Image Recognition
Blog
R
Computer Vision
Shiny

Imagine you could: Take a picture with your phone of a bird in your backyard. Upload the foto to an app. The app tells you what kind of bird it is. In this tutorial, you will learn how to quickly build an app that does just that – using
March 16, 2021
R-bloggers - Project Structure
Blog
R
Best Practices
Project Management

Structuring R projects is a necessary evil: nobody likes doing it, but everybody enjoys a well-structured, efficient project. This post takes you through some of the key principles of structuring a project well. The post Structuring R projects appeared first on Doodling in Data.

August 9, 2018

R-bloggers - ggplot2 Functions
Blog
R
Visualization
Automation

Introduction Making Multiple Plots on the Same Subject Preparing the Data Writing Functions to Generate Multiple Plots Making Custom Plot Themes Updating Plot Themes Introduction There are often situations when you need to perform repeti
July 8, 2020
R-help Mailing List
Forum
R
Community
Support

[R] Adding Nested Random Effects to MCMCglmm Marian L.

January 1, 2013

RAPS Method Explained
Blog
R
Prediction Intervals

Website - Youtube - About - Talks - Books - Packages - RSS Reproducibility with Docker and Github Actions for the average R enjoyer R proramming Published November 19, 2022 Permanently moved.

November 19, 2022

RConsortium/pharma-skills
Repository
R
Pharma
Skills

Skills pharma R par R Consortium.

RFlow Biostatistics
Website
R
Statistics
Workflow

R Workflow for Reproducible Data Analysis and Reporting

January 30, 2026

RFlow Updated
Website
R
Statistics
Workflow

R Workflow for Reproducible Data Analysis and Reporting

January 30, 2026

RIP Tutorial
Website
Other
Programming
Tutorial

Over 1000 topics to learn about any programming languages/software such as C#, Dapper, Entity Framework, SQL, and more!

January 1, 2023

RInterface
Website
R
Shiny
Consulting

Interested in our work? Want to become a Shiny wizard! Want to test ou tools? Want to know more about us? RinteRface aims at bringing the most famous open source HTML templates to R This 500+ full color pages book will give you all tools to become a Shiny UI master.

October 1, 2017

RPubs
Website
R
Publishing
Community

Easy web publishing from R Write R Markdown documents in RStudio.

February 24, 2026

RStudio - Translating Shiny
Blog
R
Shiny
i18n

Translation capabilities in Shiny apps can help data scientists communicate with an international audience. Nicola Rennie from Jumping Rivers shares her experience developing multilingual Shiny apps.

October 17, 2022

RStudio Conf 2022 Program
Website
R
Conference
Schedule

rstudio::conf(2022, "program"). Contribute to rstudio/rstudio-conf-2022-program development by creating an account on GitHub.

May 20, 2022

RStudio Conf 2022 Talks
Website
R
Conference
Presentations

Materials for rstudio::conf. Contribute to rstudio/rstudio-conf development by creating an account on GitHub.

January 18, 2017

RStudio Conference 2022 Schedule
Website
R
Conference
Schedule

A polyglot community of innovators and transformers. Learn, grow, and connect with a global community of data scientists at our annual data science conference.

February 6, 2026

RStudio Education - Expert
Website
R
Education
Tutorial

Learning some topics in depth will both help you develop better code and share it more effectively with others.

January 1, 2022

RStudio Education - Intermediate
Website
R
Education
Tutorial

Here are some common areas that people who already have some experience in R find particularly rewarding to learn.

January 1, 2022

RStudio Package Development
Website
R
Package Development
IDE

Overview R packages are an ideal way to package and distribute R code and data for re-use by others. The RStudio IDE includes a variety of tools that make developing R packages easier and more prod…

September 16, 2025

RStudio Python Solutions
Website
R
Python
Integration
RStudio

RStudio R Markdown Tips 1
Blog
R
R Markdown
IDE

In this series, we walk through lesser-known tips and tricks to help you work more effectively and efficiently in R Markdown. This first post focuses on working with R Markdown in the RStudio IDE.

November 22, 2021

RStudio R Markdown Tips 2
Blog
R
R Markdown
Best Practices

In this series, we show you lesser-known tips and tricks to help you work more effectively and efficiently in R Markdown. This second post focuses on cleaning up your R Markdown code.

January 6, 2022

RStudio R Markdown Tips 3
Blog
R
R Markdown
Productivity

In this series, we walk through lesser-known tips and tricks to help you work more effectively and efficiently in R Markdown. This third post focuses on features that save you time and trouble.

May 18, 2022

RStudio Shortcuts
Blog
R
IDE
Productivity

There are so many RStudio shortcuts out there but these are my TOP5 that I regularly use 😊 I love them because they usually make your life easier.

October 10, 2022

RStudio Tips and Tricks
Blog
R
IDE
R Markdown

RStudio Useful Packages
Website
R
Packages
Resources

Recommended Packages Many useful R function come in packages, free libraries of code written by R’s active user community. To install an R package, open an R session and type at the command line in…

April 8, 2025

RStudio Webinars
Community
R
Education
Video

A community resource for R covering Education and Video — RStudio Webinars.

July 30, 2014

RStudio vetiver Announcement
Blog
R
Python
MLOps
Deployment

We are thrilled to announce the release of vetiver, a framework for MLOps tasks in R and Python. Use vetiver to version, share, deploy, and monitor a trained model.

June 9, 2022

Rcheology Shiny App
App
R
Shiny

Reddit - Model in Production
Blog
Python
Machine Learning
Deployment

FINALLY Deployed a Model to production, it only took 11 Months!!!!! I’ve been programming in python for about 2 years now, and I wanted to learn how to deploy a machine learning model in a production system.

February 8, 2021

RegExr
Website
Other
Programming
Regex

RegExr is an online tool to learn, build, & test Regular Expressions (RegEx / RegExp).

October 29, 2021

Regex Cheatsheet Python
Website
Python
Programming
Regex

Pricing Blog Tutorial Login/Signup {{value.

January 1, 2013

Regex for R Programmers
Blog
R
Programming
Regex

Regular expressions. How they can be cruel! Well we’re here to make them a tad easier. To do so we’re going to make use of the {stringr} package install.packages("stringr") library("stringr") We’re going to use the str_detect() and str_subset() functions. In particular the latter. These have the syn

April 12, 2018

Regex101
Website
Other
Programming
Regex

Regular expression tester with syntax highlighting, explanation, cheat sheet for PHP/PCRE, Python, GO, JavaScript, Java, C#/.NET, Rust.

January 1, 2000

Regression Fire and Things
Blog
R
Statistics
Causality

It isn’t my job to disappoint people, but I’m good at it.

June 15, 2021

Remi Bacha - Data Pre-processing
Website
R
Data Manipulation
Tutorial

Dans tout projet de Data Science, une étape INDISPENSABLE s’impose : la préparation des données.

June 11, 2018

Rencontres R
Website
R
Conference
French

Site des Rencontres R francophones.

ReparatorAI Streamlit
Website
Python
Streamlit
App

You need to enable JavaScript to run this app.

Replicate Cog
Website
Python
MLOps
Deployment

Containers for machine learning. Contribute to replicate/cog development by creating an account on GitHub.

February 26, 2021

Reproducibility with R
Book
R
Reproducibility
Tutorial

An R reproducibility toolkit for the practical researcher.

January 1, 2025

Reproducible Workflows
Book
Other
Data Science
Reproducibility

Retrieval-Augmented Generation (RAG) Workflows
Website
R
General

Provides tools for implementing Retrieval-Augmented Generation (RAG) workflows with Large Language Models (LLM). Includes functions for document processing, text chunking, embedding generation, storage management, and content retrieval. Supports various document types and embedding providers (Ollama

January 1, 2023

Risk Ratio vs Odds Ratio
Blog
R
Causal Inference

Anders Huitfeldt writes: Thank you so much for discussing my preprint on effect measures (“Count the living or the dead?”) on your blog! I really appreciate getting as many eyes as possible on this work; having it highlighted on by you is the kind of thing that can really make the snowball start rol

April 2, 2023

Robert Gower
Website
Other
Research
Machine Learning

Optimizer in Machine Learning

April 20, 2016

Robert Sapolsky - Human Behavior
Video
Other
Biology
Psychology

Présentation Presse Droits d’auteur Nous contacter Créateurs Publicité Développeurs Résilier vos abonnements Conditions d’utilisation Confidentialité Règles et sécurité Premiers pas sur YouTube Tester de nouvelles fonctionnalités © 2026 Google LLC.

February 22, 2026

RoggeOhta/awesome-codex-cli
Repository
Other
AI
Codex
CLI
Resources

Liste curated de ressources pour Codex CLI.

Row-Oriented Workflows
Website
R
Data Manipulation
Tutorial

Row-oriented workflows in R with the tidyverse. Contribute to jennybc/row-oriented-workflows development by creating an account on GitHub.

April 11, 2018

Rust Performance
Website
Other
Programming
Rust

This guide covers timeless ideas that are helpful to keep in mind while working with systems where performance matters.

February 4, 2015

Rzine
Magazine
R
Community

RzineArticles de méthodes pour les Sciences Humaines et Sociales ISSN 2743-8791 - Revue de documents computationnels

October 8, 2025

SNB 2022 Conference
Website
Other
Biometry
French

SSPCloud
Website
R
General

STAT 545
Website
R
Data Science
Course

STAT 545: Data wrangling, exploration, and analysis with R.

March 12, 2019

STHDA
Website
R
Statistics
Tutorial
French

Statistical tools for data analysis and visualization

STT4230
Website
R
Statistics
French

Ce site web contient les notes du cours STT-4230 / STT-6230 R pour scientifique, offert par le Département de mathématiques et de statistique de l’Université Laval (Québec, Canada).

February 3, 2021

SadTalker - Real-time ASR Streaming App
Blog
Python
Speech
Deep Learning
Tutorial

Tutoriel app streaming speech-to-text temps réel sur Hugging Face.

Samantha Csik - Quarto Blogs
Blog
R
Quarto
Tutorial

Got a Quarto website, but no blog? We can fix that!

October 24, 2022

Science Direct Food Study
Paper
Other
Food Science
Research

Scrapera
Package
Python
Web Scraping

A universal package of scraper scripts for humans. Contribute to DarshanDeshpande/Scrapera development by creating an account on GitHub.

January 23, 2021

SeaLion
Package
Python
Machine Learning

The first machine learning framework that encourages learning ML concepts instead of memorizing class functions. - GitHub - anish-lakkapragada/SeaLion: The first machine learning framework that en…

January 24, 2021

Semantic Search for Photos
Blog
Python
Computer Vision
NLP

Weights & Biases, developer tools for machine learning

July 7, 2021

Semi-automating 200 Pull Requests with Claude Code
Blog
Other
General

We’re working on the next dplyr release.

January 9, 2026

Settlers RL Project
Website
Python
Reinforcement Learning
Games

In recent years RL has attracted a lot of attention due to the extremely impressive results that have been achieved in games such as Go As a way to teach myself about RL, a couple of years ago I built a simulator and trained an agent I ended up deciding that an interesting game to try would be "Sett

January 1, 2019

Settlers of Catan RL
Website
Python
Reinforcement Learning
Games

Learning to play Settlers of Catan with Deep RL - custom training environment and implementation of PPO - henrycharlesworth/settlers_of_catan_RL

January 7, 2021

Shiny
Website
R
General

Introduction g6R can be easily integrated into Shiny applications using the g6_output() and render_g6() functions: library(shiny) library(g6R) library(bslib) nodes <- data.

Shiny Advanced Tips
Video
R
Shiny
Tutorial

Cette vidéo vous présente comment construire une application shiny à l’aide du package golem !Nous décrivons les différents fichiers de votre package (car ou…

November 20, 2019

Shiny Articles
Website
R
Shiny
Documentation

Shiny is a package that makes it easy to create interactive web apps using R and Python.

Shiny Display Issues
Forum
R
Shiny
Support

It sounds like the output value simply isn’t being received by the browser. One thing you might want to try is to put this at the top of your app, and then check what shows up in your logs: options(shiny.trace = TRUE) It will record all the messages sent between the R process and the browser. If you

February 19, 2019

Shiny Gallery
Website
R
Shiny
Examples

Shiny is a package that makes it easy to create interactive web apps using R and Python.

April 5, 2019

Shiny GitHub Issue
Forum
R
Shiny
Support

I’ve tried modifying a shiny app from the demo, and also copied directly the Hello Shiny app into two files. I can get the UI from Hello, but no graph. From my modification of another CLT app (tgou…

October 3, 2013

Shiny Google Group
Forum
R
Shiny
Community
February 19, 2026

Shiny Layout Guide
Website
R
Shiny
Tutorial

Shiny Metrics
Tool
R
Shiny

:straight_ruler: Analytics and telemetry for Shiny applications. - GitHub - devOpifex/shinymetrics: :straight_ruler: Analytics and telemetry for Shiny applications.

June 21, 2023

Shiny Modules
Video
R
Shiny
Tutorial

A quick demonstration of our latest project, the dashboard-builder. Create R-shiny dashboards without writing any R-code. Learn more during our session at rs…

July 10, 2022

Shiny Reference
Website
R
Shiny
Documentation

Shiny is a package that makes it easy to create interactive web apps using R and Python.

Shiny Server Error Logs
Website
R
Shiny
Deployment

Shiny Server Pro Admin Guide Getting Started Shiny Server enables users to host and manage Shiny applications on the Internet.

May 1, 2024

Shiny Server Troubleshooting
Website
R
Shiny
Troubleshooting

Shiny Widget Gallery
Website
R
Shiny
Widgets

Shiny and Arrow
Blog
R
Shiny
Big Data

A match made in high-performance-web-application heaven.

June 27, 2022

Shiny in Production
Book
R
Shiny
Production

This document is full of supplemental resources and content from the Shiny in Production Workshop delievered at rstudio::conf 2019.

January 15, 2019

Shiny in Production
Blog
R
Shiny
Production

In this post, we explore possible challenges to putting Shiny in production and how to overcome them.

April 21, 2022

Shiny in Production Highlights
Blog
R
Shiny

Last week, we were very excited to host our first Shiny in Production conference! Attendees gathered in The Catalyst in Newcastle for two days of workshops and talks focusing on all things related to Shiny, building dashboards, and cool things you can do in R. On day one, we ran three workshops: Jac

October 13, 2022

Shiny in Production Update
Blog
R
Shiny
Production

The organisation for Shiny in Production is well under way - our list of speakers is now up on the conference website, and registration is open, with Early Bird tickets available until July 31st! Read on for more details.

June 14, 2022

Shiny phyloseq
Website
R
Shiny
Microbiome

An interactive web application for demonstrating and using phyloseq. - joey711/shiny-phyloseq

April 29, 2014

ShinyProxy
Website
R
Shiny
Deployment

ShinyProxy What is ShinyProxy? ShinyProxy is your favourite way to deploy data science apps in an enterprise context (Shiny, Dash, Streamlit, Jupyter notebooks, IDEs and more).

January 1, 2026

Shivon Zilis
Website
Other
AI
Resources

Best US online casinos for 2025—compare bonuses, payouts, crypto, and safety. Play real-money slots at trusted sites. 21+.

December 8, 2025

Silvia Canelón
Blog
R
Data Science

Researcher, educator, and journalist with data science expertise.

January 1, 2024

Simons Institute - Causality
Website
Other
Causality
Statistics

This program will bring together theoretical and applied researchers with the aim of understanding the complexity, optimization, and approximation questions underlying causal inference and discovery.

May 13, 2022

Simply Statistics
Blog
R
Statistics
Data Science

Many, including prominent scientists, seem to misunderstand the true cost of biomedical research and the fact that universities subsidize it beyond what they receive from the NIH.

September 1, 2011

Spatial Data Science
Book
R
Spatial Statistics

A book for Spatial Statistics for Data Science with R.

January 1, 2019

SqueezeNet Paper
Paper
Python
Computer Vision
Deep Learning

StackOverflow gt Formatting
Website
R
Tables
gt

The gt package lets users easily format cells based on conditional statements about the rows. I’m looking for a way to format each cell based on the value in the cell. Here’s what I mean. In the ta…

September 17, 2020

Stanford CS Cheatsheets
Website
Python
Machine Learning
Cheatsheet
French

Enseignement Actuel Mon frère jumeau Afshine et moi avons eu la chance d’enseigner le cours CME 295: Transformers & Large Language Models à Stanford depuis le printemps 2025.

January 1, 2025

Stanford CS Cheatsheets
Website
Other
Machine Learning
Cheatsheet

Teaching Current My twin brother Afshine and I have been lucky to teach the CME 295: Transformers & Large Language Models course at Stanford since Spring 2025.

January 1, 2025

Stanford CS229
Course
Other
Machine Learning

Course Description This course provides a broad introduction to machine learning and statistical pattern recognition.

January 1, 2021

Stanford CS25
Course
Other
Deep Learning
Transformers

CS25 has become one of Stanford’s hottest and most seminar courses, featuring top researchers at the forefront of Transformers research such as Geoffrey Hinton, Ashish Vaswani, and Andrej Karpathy. Our class has an incredibly popular reception within and outside Stanford, and millions of total views

January 1, 2024

Stanford DCL
Website
R
Data Science
Course

A practical introduction to creating effective visualizations using ggplot2 A data science project workflow using RStudio and Make An introduction to geospatial data manipulation and visualization using R and Mapbox A collection of readings on data wrangling using the tidyverse A practical introduct

January 1, 2023

Stanford Engineering
Video
Other
Engineering
Education

The Stanford School of Engineering has been at the forefront of innovation for nearly a century, creating pivotal technologies that have transformed the worlds of information technology, communications, medicine, energy, business and beyond. The faculty, students and alumni of Stanford Engineering h

February 22, 2026

Stanford ML Playlist
Video
Other
Machine Learning

Partagez vos vidéos avec vos amis, vos proches et le monde entier

February 22, 2026

Stanford NLP Seminar
Website
Other
NLP
Seminar

Performing groundbreaking Natural Language Processing research since 1999.

January 1, 2024

Stat4decision - Data Sources
Blog
Other
Data
Resources
French

Lorsque vous essayez de tester des modèles, il est complexe de trouver des jeux de données intéressants. Dans cet article, nous faisons un petit tour de quelques sites vous permettant de vous lancer…

December 16, 2019

State of the R
Community
R
Resources

A community resource for R covering Community — State of the R.

February 18, 2026

Statistical Inferences
Book
Other
Statistics

This open educational resource contains information to improve statistical inferences, design better experiments, and report scientific research more transparently.

January 1, 2022

Statistical Inferences
Book
R
Statistics

This open educational resource contains information to improve statistical inferences, design better experiments, and report scientific research more transparently.

January 1, 2022

Statistical Learning with R
Community
R
Machine Learning
Statistics

A community resource for R covering Machine Learning and Statistics — Statistical Learning with R.

November 17, 2025

Statistical Rethinking 2022
Website
R
Statistics
Bayesian
Course

Statistical Rethinking course winter 2022. Contribute to rmcelreath/stat_rethinking_2022 development by creating an account on GitHub.

October 8, 2021

Statistics Globe
Website
R
Programming
Tutorial

Introduction to the R programming language for beginners - What is R programming? - Pros & cons - Data manipulation - Graphics in R

December 12, 2023

Statistics by Jim
Blog
Other
Statistics
Hypothesis Testing

In hypothesis tests, use significance levels and p-values to determines statistical significance. Learn how these tools work.

April 15, 2017

Statistics with R
Book
R
Statistics
Tutorial

An Introduction to Bayesian Thinking

June 15, 2022

Statomics
Website
R
Statistics
Bioinformatics

The Statistical Omics Group, headed by Prof.

Statsoft Non-parametric
Website
Other
Statistics
French

StyleGAN Paper
Paper
Python
Computer Vision
GANs

Evaluating generative adversarial networks (GANs) is inherently challenging. In this paper, we revisit several representative sample-based evaluation metrics for GANs, and address the problem of how to evaluate the evaluation metrics. We start with a few necessary conditions for metrics to produce m

June 19, 2018

StyleGAN2 Paper
Paper
Python
Computer Vision
GANs

Swirl Stats
Website
R
Education
Interactive

:computer: swirl’s official website

System Dependencies for R
Blog
R
Dependencies
DevOps

Locking down R package dependencies and versions is a solved problem, thanks to the easy-to-use renv package. System dependencies — those Linux packages that

October 25, 2020

Sébastien Lédien
Website
R
Statistics
Research

Site Description Here

July 20, 2016

TMB Package
Website
R
Optimization
Statistics

This book contains both practical guides on exploring missing data, as well as some of the deeper details of how naniar works to help you better explore your missing data. A large component of this book are the exercises that accompany each section in each chapter.

April 7, 2022

TabArena leaderboard
Website
Other
Machine Learning
Tabular
Benchmark

Leaderboard TabArena (données tabulaires).

Targets Walkthrough
Book
R
Workflow
Reproducibility
January 1, 2025

TensorFlow Playground
Tool
Python
Neural Networks

Tinker with a real neural network right here in your browser.

March 1, 2014

TensorFlow Playlist
Video
Python
Deep Learning
TensorFlow

More materials including practicals and exercises here: https://github.com/cwkx/materials

February 22, 2026

Testing for Data Science
Blog
Python
Testing
Best Practices

In my work, writing tests serves three purposes: making sure things work, documenting my understanding, preventing future errors. When I was starting out with testing, I had a hard time understanding what I should be writing tests for. As a beginner, I just assumed my code worked–I was staring right

December 22, 2021

The Algorithms
Community
Other
Algorithms
Programming

A community resource covering Algorithms and Programming — The Algorithms.

February 23, 2026

The Data Thread
Blog
Other
Data Science
Newsletter

The R in Spark
Website
R
Big Data
Spark

The Complete Guide to Large-Scale Analysis and Modeling.

The Turing Way
Book
Other
Reproducibility

The Vibe Companion - Une interface web pour piloter Claude Code - Korben
Blog
Other
General

Claude Code, c’est super puissant… mais faut avouer que dans un terminal, quand l’IA commence à enchaîner les appels d’outils dans tous les sens, on se …

February 10, 2026

Thibault Laurent R Course
Website
R
Programming
French

Ce document a été généré directement depuis RStudio en utilisant l’outil Markdown.

November 14, 2022

ThinkR - Create Package
Blog
R
Package Development
French

Dans ces quelques lignes je vais vous expliquer comment concevoir votre propre package R. Ne partez pas ! Il n’y a pas d’appréhension à avoir, c’est

November 28, 2019

ThinkR - Dockeriser Shiny
Blog
R
Docker
Deployment
Shiny

Retour sur l’intervention de Vincent aux 6e Rencontres R d’Anglet : "Encapsuler une application R avec Docker".

July 10, 2023

ThinkR Shiny Docker renv
Blog
R
Shiny
Docker
French

La version 0.3.3 de golem est disponible sur le CRAN, elle propose une nouvelle approche de construction d’images docker pour le déploiement de vos

July 27, 2022

ThinkR Shiny Package
Blog
R
Shiny
Package Development
French

The R task Force - R experts for all your needs

November 14, 2021

ThinkR Shiny Template
Blog
R
Shiny
Production
French

The R task Force - R experts for all your needs

August 28, 2019

ThinkR golem Tutorial
Blog
R
Shiny
Tutorial
French

The R task Force - R experts for all your needs

October 10, 2023

Tiago Ramalho
Website
Other
Research
Physics

Fine-tune neural translation models with mBART Jun 2020 by Tiago Ramalho mBART is another transformer model pretrained on so much data that no mortal would dare try to reproduce.

January 1, 2021

Tidy Modeling with R
Book
R
Machine Learning
tidymodels

The tidymodels framework is a collection of R packages for modeling and machine learning using tidyverse principles. This book provides a thorough introduction to how to use tidymodels, and an outline of good methodology and statistical practice for phases of the modeling process.

September 6, 2023

Tidy Tuesday tabyl
Website
R
tidyverse
Tutorial

class: center, inverse, middle # Do you know the [{janitor}](https://github.

Tidymodels Introduction
Tutorial
R
Machine Learning

Recently, I had the opportunity to showcase tidymodels in workshops and talks. Because of my vantage point as a user, I figured it would be valuable to share what I have learned so far. Let’s begin by framing where tidymodels fits in our analysis projects. The diagram above is based on the R for Dat

June 19, 2019

Tidyverse Booster
Website
R
tidyverse
Course

Transform yourself from a beginner to an advanced Tidyverse user with the help of this PDF-book. The book contains a collection of the most fascinating and useful Tidyverse tricks. I have been gathering all Tidyverse tricks I could find since June 2022 and compiled them into this singular resource.

October 16, 2023

Tidyverse Tips
Blog
R
tidyverse
Tips

Tidy notes I took from Dave Robinson’s screencasts #TidyTuesday

June 1, 2022

Tidyverse.org
Website
R
Tidyverse
Documentation

R packages for data science The tidyverse is an opinionated collection of R packages designed for data science.

Top Python Libraries of 2025 (11th Edition)
Community
Other
General

Top Python Libraries of 2025 (11th Edition) We tried really hard not to make this an AI-only list.

December 18, 2025

Transformers - Speech-to-Text
Website
Python
Deep Learning
Speech
Transformers

Doc Hugging Face Transformers pour modèles speech-to-text.

Transformers School
Website
Python
Deep Learning
Transformers

I procrastinated a deep dive into transformers for a few years.

April 3, 2018

Transformers Tutorials
Community
Python
Deep Learning
Transformers

A community resource for Python covering Deep Learning and Transformers — Transformers Tutorials.

August 31, 2020

Transformers contributing with Codex
Blog
Python
Deep Learning
Transformers
AI

Contribuer à Transformers avec Codex AI.

Transformers to MLX
Blog
Python
Deep Learning
MLX
Transformers

Convertir Transformers vers MLX (Apple Silicon).

Treatment Timelines
Blog
R
Visualization
Medical

An R code walkthrough for treatment timelines or ‘swimmer’ plots. These can help visualize treatment or measurement patterns, time-varying covariates, outcomes, and loss to follow-up in longitudinal data settings.

June 8, 2022

Trustworthy ML
Website
Other
Machine Learning
Ethics

As machine learning (ML) systems are increasingly being deployed in real-world applications, it is critical to ensure that these systems are behaving responsibly and are trustworthy.

February 18, 2026

Try Git
Website
Other
Git
Interactive

At the heart of GitHub is an open-source version control system (VCS) called Git. Git is responsible for everything GitHub-related that happens locally on your computer.

January 1, 2026

Twitter - Colin Fay
Website
R
Tutorial

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January 1, 2026

Twitter CV Resources
Website
Python
Computer Vision
Twitter

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January 1, 2026

Twitter Christoph Molnar
Website
Other
Machine Learning
Twitter

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January 1, 2026

Twitter Container Tutorial
Website
Other
Docker
Tutorial

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January 1, 2026

Twitter Daliana Liu
Website
Other
Data Science
Twitter

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January 1, 2026

Twitter Data Question
Website
Other
Data Science
Twitter

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January 1, 2026

Twitter Data Question
Website
Other
Data

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January 1, 2026

Twitter Easlo
Website
Other
Productivity
Twitter

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January 1, 2026

Twitter Easlo Resources
Website
Other
Resources
Twitter

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January 1, 2026

Twitter Ethan Mollick
Website
Other
AI
Education

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January 1, 2026

Twitter IML
Website
Other
Machine Learning
Interpretability

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January 1, 2026

Twitter IML Book
Website
Other
Machine Learning
Interpretability

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January 1, 2026

Twitter Juliano Netto
Website
Other
Data Science
Twitter

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January 1, 2026

Twitter ML Papers
Website
Other
Machine Learning
Twitter

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January 1, 2026

Twitter ML Resources
Website
Other
Machine Learning
Twitter

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January 1, 2026

Twitter ML Thread
Website
Other
Machine Learning
Twitter

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January 1, 2026

Twitter ML Video
Website
Other
Computer Vision
Twitter

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January 1, 2026

Twitter Mark Tenenholtz
Website
Other
Computer Vision
Twitter

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January 1, 2026

Twitter Olivier Gimenez
Website
R
Statistics
Twitter

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January 1, 2026

Twitter OpenAI
Website
Other
AI
Twitter

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January 1, 2026

Twitter Piping Hot Data
Website
R
Data Science
Twitter

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January 1, 2026

Twitter Starfall Docs
Website
Other
Documentation
Twitter

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January 1, 2026

Twitter Suzan
Website
Other
Data Science
Twitter

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January 1, 2026

Twitter Thread on Models
Website
Other
Machine Learning
Discussion

@Emil_Hvitfeldt: Are you using Quarto to create slides? Do you want to share your slides easily? Do you have minimal Github knowledge? If you answered yes to all 3 questions then read along in this 3……

Twitter Vinay
Website
Other
AI
Twitter

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January 1, 2026

Twitter Women in Stat
Website
Other
Statistics
Community

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January 1, 2026

UMass Discriminant Analysis
Website
R
Statistics
Multivariate

Udemy - ML Model Deployment
Course
Python
Machine Learning
Deployment

Welcome to Deployment of Machine Learning Models, the most comprehensive machine learning deployments online course available to date. This course will show you how to take your machine learning models from the research environment to a fully integrated production environment<str

September 21, 2025
Udemy - NLP in Python
Course
Python
NLP
Machine Learning

Ever wondered how AI technologies like OpenAI ChatGPT, GPT-4, DALL-E, Midjourney, and Stable Diffusion really work? In this course, you will learn the foundations of these groundbreaking applicat

February 2, 2026
Udemy - NLP with BERT
Course
Python
NLP
Deep Learning

Welcome to Production-Grade ML Model Deployment with FastAPI, AWS, Docker, and NGINX!

Unlock the power of seamless ML model deployment with our comprehensive course, Production-Grade ML Model Deployment with FastAPI, AWS, Docker, and NGINX. This course is designed

October 5, 2025
Understanding Statistics
Website
Other
Statistics
Tutorial

Understanding statistics through interactive visualizations Statistical concepts can be difficult to understand from words and equations alone but understanding can come more easily if one gets to play with some numbers.

June 7, 2015

Undo Almost Anything with Git
Blog
Other
Version Control

One of the most useful features of any version control system is the ability to "undo" your mistakes. In Git, "undo" can mean many slightly different things.

June 8, 2015

Unleash Shiny
Book
R
Shiny
Advanced

A book about deeply customizing Shiny app for production.

March 14, 2022

Unleash Shiny reactR
Website
R
Shiny
React

React is an open-source library designed to quickly develop user interfaces or UI components, on the front end. It has been developed by Facebook and the community (more than 1500 contributors)…

March 14, 2022

Utiliser Shiny dans Quarto pour l’interactivité
Website
R
Statistics

Apprenez à intégrer des applications Shiny interactives directement dans vos documents Quarto. Ce tutoriel aborde la configuration de l’extension Shinylive, la création d’une application Shiny autonome et la personnalisation des options du viewer.

March 8, 2025

VERT.sh — Free, fast, and awesome file converter
Website
Other
Development

With VERT, you can quickly convert any image, video, audio, and document file. No ads, no tracking, open source, and all processing (other than video) is done on your device.

January 1, 2026

VS Code Extensions
Blog
Other
IDE
Productivity

Visual Studio Code is one of the most popular code editors used by software developers. While it has many great features built-in, there are a lot of extensions you can install to increase your productivity. We just published a video on the freeCode…

March 21, 2022

VS Code ML Project Setup
Blog
Python
Machine Learning
Tools

Learn Azure ML and machine learning with Bea Stollnitz.

October 14, 2022

Variance Explained
Blog
R
Statistics
Data Science

Blog on R, statistics, and education

July 21, 2021

VectifyAI/PageIndex
Repository
Other
AI
RAG
Indexing

PageIndex par VectifyAI (indexation pour RAG).

Voice Cloning with Qwen3-TTS - a Hugging Face Space by dattazigzag
Website
Python
Machine Learning

Clone voices and generate speech with Qwen3-TTS

January 27, 2026

WILLOW Lab
Website
Other
Computer Vision
Research

Willow team Willow is a joint team between Inria Paris, the computer science department of ENS Paris, and CNRS.

January 1, 2026

Wave Data Lab
Website
Python
Data Science
Tutorial

We work on open-source data projects and do education, consulting, and training in machine learning and statistics.

We Don’t Talk About Quarto
Blog
R
Quarto
Tutorial

We don’t talk about Quarto Until now! By Alison Hill in rmarkdown April 4, 2022 Thumbnail image from the Official Disney Fan Club website Background Early last year, I was busily checking Quarto, and totally terrified of checking Twitter.

April 4, 2022

Web Scraping London Marathon
Blog
R
Web Scraping

Web Scraping with Python
Blog
Python
Web Scraping
Tutorial

WebDAM
Website
Other
Database
Web

The page proposes links to the class material associated to the book Web Data Management, published by Cambdrige University Press in 2011.

January 1, 2011

Weights & Biases
Website
Python
MLOps
Experiment Tracking

Learn why thousands of companies rely on W&B as their system of record for training AI models and developing AI applications with confidence.

December 5, 2025

Weights & Biases ML News
Newsletter
Python
Machine Learning

Find ML News articles & tutorials from leading machine learning practitioners. Fully Connected: An ML community from Weights & Biases.

Welcome to the BMad Method
Website
Other
Machine Learning

AI-driven development framework with specialized agents, guided workflows, and intelligent planning

August 3, 2008

Wes McKinney
Website
Python
Data Science
pandas

I’m an entrepreneur and software developer focusing on analytical computing.

January 12, 2017

What They Forgot to Teach You
Website
R
Workflow
Best Practices

What They Forgot to Teach You About R The stuff you need to know about R, besides data analysis.

January 1, 2018

What the Diff AI
Website
Other
AI
Tools

The AI powered GitHub and Gitlab app that explains the changes within your pull requests in plain english

When Not in Rome
Blog
R
Best Practices
Tutorial

Winners of the Closeread Prize - Data-Driven Scrollytelling with Quarto - Posit
Blog
R
General

Announcing the Closeread Prize winners! Prepare to be amazed by these stunning scrollytelling experiences created in Quarto.

February 24, 2025

Workflow Maintenance
Website
R
Workflow
Best Practices

Links: https://rstd.io/jenny-latinr Delivered at * Latin-R, http://latin-r.com, Buenos Aires 04-05 Sept 2018 * 10th Conference of the IASC-AR…

September 4, 2018

Wright MA Book
Book
Other
Statistics

| | High-Dimensional Data Analysis with Low-Dimensional Models: Principles, Computation, and Applications | Basic Information The book covers new mathematical (statistical, geometrical, computational) principles for high-dimensional data analysis, with scalable optimization methods and their appli
April 22, 2021
Write the Docs Guide
Website
Other
Documentation
Best Practices

As a software developer or engineer, there is a magical feeling that comes from releasing open-source code. The feeling is a mix of terror and excitement. You’re eager to tell the world about your …

August 23, 2010

Writing R in VS Code
Blog
R
Developer Tools

This article will be updated to reflect the latest languageserver features.

December 11, 2019

XLSTAT Test Choice Guide
Website
Other
Statistics
Reference
French

Guide pour choisir un test statistique approprié en fonction de la situation Nous avons établi la grille ci-dessous pour vous guider dans le choix d’un test approprié en fonction de votre problématique et vos données. Le guide propose une formulation de l’hypothèse nulle et un exemple pour chaque si

January 1, 2023

Xavier Dupré
Website
Python
Education
French

Yann LeCun - Collège de France
Video
Other
Deep Learning
French

12 fév 2016 14:30 à 15:30 Cours Pourquoi l’apprentissage profond ? Yann LeCun L’apprentissage profond 12 fév 2016 14:30 à 15:30 Partager Facebook LinkedIn Bluesky Threads Copier le lien Flux RSS Audiovisuel Vendredi 12 février 2016 Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot En libre acc

August 28, 2015

Yichuan Sun
Website
Other
Computer Vision
Research

Yihui Xie - xaringan
Blog
R
Presentations
Tutorial

Last year I wrote an R package with a weird name “xaringan”. Although I have documented it, I have never explained why I preferred the underlying HTML5 presentation framework remark.js …

August 29, 2017

Yihui Xie blogdown
Website
R
Blogdown
Tutorial

This afternoon I will give a talk at the useR! 2022 conference on blogdown. Since I need to show a few live demos, I thought I’d better pre-record it just in case, which I did yesterday. If …

June 22, 2022

Yohan Mansiaux
Blog
R
Data Science

Bot twitter Bot twitter sur l’ouverture du pont Chaban Delmas à Bordeaux Site web perso Code source du site Application isochrones Calcul d’isochrones et observations des équipements publics à proximité Nettoyage résultats électoraux Passage des données data.

August 11, 2022

You.com Code
Website
Other
AI
Code Assistant

Leverage a personal AI search agent & customized recommendations with You.com’s AI chatbot. Converse naturally and discover the power of AI. Chat now!

April 17, 2024

Yury Zablotski - Mixed Models
Blog
R
Statistics
Mixed Models

Z.ai - Free AI Chatbot & Agent powered by GLM-5 & GLM-4.7
Website
Other
Machine Learning

Meet Z.ai, your free AI-powered assistant. Build websites, create slides, analyze data, and get instant answers. Fast, smart, and reliable, powered by GLM-5.

Zensical
Website
Other
Development

Adaptive systems for evolving ideas – Zensical creates scalable Open Source systems for technical writing that always keep you in the flow

January 1, 2025

Zero Setup Workshops
Website
R
Education
Workshops

Materials for rstudio::conf. Contribute to rstudio/rstudio-conf development by creating an account on GitHub.

January 18, 2017

ZeroClaw Hub
Website
Other
Machine Learning

Premium, 100% Rust-based agent automation platform and visual control plane for the ZeroClaw Core Engine.

Zev Ross Shiny Tutorial
Blog
R
Shiny
Tutorial

Shiny enables you to write powerful interactive web applications entirely in R. Using R you create a user interface and server and Shiny compiles your code into the HTML, CSS and JavaScript needed …

April 19, 2016

abcdR ThinkR
Website
R
Resources
French

abcdR ThinkR
Website
R
Resources
Tutorial
French

addyosmani/agent-skills
Repository
Other
AI
Skills
Agents

Collection de skills d’agents par Addy Osmani.

afia.asso.fr
Website
Other
General

L’objet de l’AFIA est de promouvoir et de favoriser le développement de l’IA en France. A ce titre, si vous organisez un événement en France (conférence, atelier, école d’été), sur un ou plusieurs jours, lié à l’IA, vous êtes… Lire la suite

March 30, 2023

agentskills.io
Website
Other
AI
Skills
Resources

Site d’indexation des agent skills.

ahundt/ai-session-search
Repository
Other
AI
Search
Session

Recherche dans sessions AI.

ai-10-usd all-the-rest
Website
Other
AI
Pricing

Liste de modèles AI à 10 USD (all-the-rest).

ai-declaration.md
Website
Other
AI
Ethics
Statement

Déclaration AI (ai-declaration.md) v0.1.2.

ai.googleblog
Website
Other
Machine Learning

Posted by Sharan Narang and Aakanksha Chowdhery, Software Engineers, Google Research In recent years, large neural networks trained for language un…

April 4, 2022

aipractitioner - LLMs in causal discovery
Blog
Other
AI
Causality
LLM

Plongée LLMs en causal discovery.

aitransformer - AI model monitoring
Blog
Other
AI
MLOps
Monitoring

Stratégies de monitoring de modèles AI.

alibaba/OpenSandbox
Repository
Python
AI
Sandbox
Agents

Sandbox open-source Alibaba pour agents.

altdoc etiennebacher
Website
R
Documentation
Tools

altdoc — outil de doc R par Etienne Bacher.

amazon
Book
Other
General

Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems [Géron, Aurélien] on Amazon.com. FREE shipping on qualifying offers. Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelli

May 9, 2017

andrewheiss
Website
Other
Bayesian

Learn how to use R, {brms}, and {marginaleffects} to analyze conjoint data and find causal and descriptive quantities of interest, both frequentistly and Bayesianly

July 25, 2023

andrewheiss
Website
Other
General

Define what marginal effects even are, and then explore the subtle differences between average marginal effects, marginal effects at the mean, and marginal effects at representative values with the marginaleffects and emmeans R packages

May 20, 2022

apprendre-python
Website
Python
General

appsilon
Website
R
Shiny

appsilon
Website
R
Shiny

appsilon
Website
R
Shiny

apreshill.github.io
Website
Other
Machine Learning

class: center, middle, inverse, title-slide # Lab 06: CS631 ## Making Slides in the Tada!-verse ### Alison Hill — class: center, middle, inverse # First: ## Slides with xaringan – # Second: ## Sites with blogdown — background-image: url("https://media.

May 15, 2018

apreshill.github.io
Website
Other
Machine Learning

This is the site for sharing our Data Visualization Labs for CS631 at Oregon Health & Science University.

arXiv 2211.0200
Paper
Other
Machine Learning

In this paper we address the question if, for points P, Q in P^2, I(P)^m star I(Q)^n=I(P star Q)^{m+n-1} and we obtain different results according to the number of zero coordinates in P and Q. Successively, we use our results to define the so called Hadamard fat grids, whic

November 1, 2022

arelbundock
Website
Other
Machine Learning

artificialanalysis - models leaderboard
Website
Other
AI
Benchmark
Models

Leaderboard de modèles AI par Artificial Analysis.

arxiv
Paper
Other
General

Language models (LMs) are becoming the foundation for almost all major language technologies, but their capabilities, limitations, and risks are not well understood. We present Holistic Evaluation of Language Models (HELM) to improve the transparency of language models. First, we taxonomize the vast

November 16, 2022

arxiv
Paper
Other
General

Randomized Controlled Trials (RCTs) may suffer from limited scope. In particular, samples may be unrepresentative: some RCTs over- or under- sample individuals with certain characteristics compared to the target population, for which one wants conclusions on treatment effectiveness. Re-weighting tri

August 16, 2022

arxiv
Paper
Other
General

In the past few years we have seen the meteoric appearance of dozens of foundation models of the Transformer family, all of which have memorable and sometimes funny, but not self-explanatory, names. The goal of this paper is to offer a somewhat comprehensive but simple catalog and classification of

February 12, 2023

arxiv
Paper
Other
General

Interpretability in machine learning (ML) is crucial for high stakes decisions and troubleshooting. In this work, we provide fundamental principles for interpretable ML, and dispel common misunderstandings that dilute the importance of this crucial topic. We also identify 10 technical challenge area

March 20, 2021

arxiv
Paper
Other
General

As machine learning systems become ubiquitous, there has been a surge of interest in interpretable machine learning: systems that provide explanation for their outputs. These explanations are often used to qualitatively assess other criteria such as safety or non-discrimination. However, despite the

February 28, 2017

arxiv
Paper
Other
General

Machine-learning models have demonstrated great success in learning complex patterns that enable them to make predictions about unobserved data. In addition to using models for prediction, the ability to interpret what a model has learned is receiving an increasing amount of attention. However, this

January 14, 2019

arxiv
Paper
Other
General

Inspired by the Kolmogorov-Arnold representation theorem, we propose Kolmogorov-Arnold Networks (KANs) as promising alternatives to Multi-Layer Perceptrons (MLPs). While MLPs have fixed activation functions on nodes ("neurons"), KANs have learnable activation functions on edges ("weights"). KANs hav

April 30, 2024

astral.sh
Website
Other
General

uv is an extremely fast Python package installer and resolver, designed as a drop-in alternative to pip and pip-tools.

February 15, 2024

awesome-copilot - README.hooks
Repository
Other
AI
Hooks
Documentation

Doc awesome-copilot sur les hooks.

awesome-copilot - azure-cloud-development plugin
Repository
Other
Azure
Cloud
AI

Plugin Copilot pour dev cloud Azure.

awesome-copilot - azure-devops-pipelines instructions
Repository
Other
Azure DevOps
AI
Instructions

Instructions Copilot pour Azure DevOps Pipelines.

awesome-copilot - containerization-docker-best-practices
Repository
Other
Docker
Best Practices
AI

Instructions Copilot pour Docker best practices.

awesome-copilot - context7 instructions
Repository
Other
AI
Context7
Instructions

Instructions Copilot pour Context7.

awesome-copilot - power-bi-custom-visuals-development
Repository
Other
Power BI
Custom Visuals
AI

Instructions Copilot pour dev de visuels Power BI custom.

awesome-copilot - power-bi-data-modeling-best-practices
Repository
Other
Power BI
Data Modeling
AI

Instructions Copilot pour modélisation de données Power BI.

awesome-copilot - power-bi-dax-best-practices
Repository
Other
Power BI
DAX
AI

Instructions Copilot pour DAX Power BI.

awesome-copilot - power-bi-devops-alm-best-practices
Repository
Other
Power BI
DevOps
AI

Instructions Copilot pour ALM / DevOps Power BI.

awesome-copilot - power-bi-report-design-best-practices
Repository
Other
Power BI
Report Design
AI

Instructions Copilot pour la conception de rapports Power BI.

awesome-copilot - rust instructions
Repository
Other
Rust
AI
Instructions

Instructions Copilot pour Rust.

awesome-copilot - session-auto-commit hook
Repository
Other
AI
Git
Hooks

Hook d’auto-commit de session pour Copilot.

awesome-copilot.github.com
Community
Other
AI
GitHub Copilot
Resources

Liste curated de ressources GitHub Copilot.

awesome-pi.site
Website
Other
AI
CLI
Resources

Liste curated de ressources pour pi coding-agent.

awesomeclaude.ai
Community
Other
AI
Claude
Resources

Liste curated de ressources Claude / Claude Code.

b-rodrigues.github.io
Website
Other
Machine Learning

bachl.github.io
Website
Other
General

Workshop Data Simulation with Monte Carlo Methods Dr.

bayesianspectacles
Website
Other
Bayesian

Bayesian Thinking for Toddlers: The Cartoon For better or for worse, it appears that my most appreciated work is the children’s book Bayesian Thinking for Toddlers (the intro post is here and an exegesis is here).

February 4, 2026

bcirwis2021.github.io
Website
Other
Machine Learning

Bayesian Causal Inference for Real World Interactive Systems

January 1, 1997

benzi.fly.dev
Website
Other
Tools
Misc

Outil benzi (fly.dev).

biinsight - agentic AI in Power BI & Fabric pt 2
Blog
Other
Power BI
Fabric
AI

Partie 2 agentic AI dans Power BI / Fabric (Copilot + MCP).

biostatquest.com
Website
Other
Biostatistics
Q&A

Site Q&A biostatistiques.

bjarkehautop/reftip
Website
R
References
Tutorial

reftip — package R pour références.

blankuzr/R-Skills - r-package-dev SKILL.md
Repository
R
Claude
Skills

Skill Claude pour dev package R (blankuzr).

blockr-org.github.io
Website
Other
Machine Learning

blockr.cloud — Csr
Website
R
Shiny

blog.ml.cmu.edu
Website
Other
Machine Learning

The objectives machine learning models optimize for do not always reflect the actual desiderata of the task at hand. Interpretability in models allows us to evaluate their decisions and obtain information that the objective alone cannot confer. Interpretability takes many forms and can be difficult

August 31, 2020

bookdown
Book
Other
General

bookdown-to-quarto/CONVERSION_GUIDE.md at main · topepo/bookdown-to-quarto
Repository
Other
General

some tools based on two conversions using claude. Contribute to topepo/bookdown-to-quarto development by creating an account on GitHub.

February 15, 2026

boristane - how I use Claude Code
Blog
Other
AI
Workflow
Claude

Workflow opinionated d’usage de Claude Code par Boris Tane.

bortzmeyer
Website
Other
General

Ce blog n’a d’autre prétention que de me permettre de mettre à la disposition de tous des petits textes que j’écris.

November 6, 2025

bougioukas-medstats-r.netlify.app
Website
Other
General

Practical Statistics in Medicine with R 1st Edition Preface Whom is this textbook for? This textbook is based on my notes from a series of lectures given for a few years at the Aristotle University of Thessaloniki, Greece.

October 5, 2023

bristolmyerssquibb.github.io — Dplyr.Html
Website
R
Shiny

build.nvidia.com models
Website
Other
AI
NVIDIA
Models

Catalogue de modèles NVIDIA NIM / build.

calculatingempires.net
Website
Other
General

Explore how technical and social structures co-evolved over five centuries in this large-scale research visualization.

January 1, 2023

calicarpa
Website
Other
General

Artificial intelligence creates fantastic opportunities that can drastically increase the added value of your business.

January 1, 2025

cambridge
Website
Other
General

Cambridge Core - Applied Linguistics - The Language of Fake News

March 24, 2023

caret vs tidymodels
Blog
R
Machine Learning
Comparison

cc-pricing.all-the.rest
Website
Other
AI
Pricing

Comparateur de prix de modèles AI / endpoints Claude-Compatibles, tri par requêtes.

cducloux.quarto.pub
Website
Other
Machine Learning

claude-code-best-practice
Repository
Other
AI
Claude
Best Practices

Recueil de bonnes pratiques pour Claude Code.

cleanrmd
Package
R
R Markdown
Themes

Classy light-weight R Markdown themes.

May 19, 2023

clementc.github.io
Website
Other
General

My summary of the PyData Paris 2024 conference, held in late September

October 23, 2024

closeread.dev
Website
Other
General

Closeread Closeread is a custom format for Quarto that enables scrollytelling features for HTML documents.

cloud.google
Website
Other
Machine Learning

Editor’s Note: This post is part of our Next ’23 series sharing the latest Google Maps Platform news from the global exhibition of inspiration, innovation, and education.

August 28, 2023

coctostan/pi-hashline-readmap
Repository
Other
AI
pi
Tools

Hashline readmap pour pi coding-agent.

codegraphcontext
Website
Other
AI
Code Search
Context

Outil de contexte code-graph pour agents AI.

codewiki.google
Repository
R
Shiny

Code Wiki provides automatically generated, up-to-date documentation for your code. Stop wasting time on manual docs and explore codebase insights, API references, and architecture overviews instantly.

February 18, 2026

codingame
Website
Python
Machine Learning
November 1, 2024

codyhouse.co
Website
Other
General

A collection of practical, one-minute CSS tutorials.

November 23, 2022

colah.github.io
Website
Other
General

Neural Networks, Manifolds, and Topology Posted on April 6, 2014 topology, neural networks, deep learning, manifold hypothesisRecently, there’s been a great deal of excitement and interest in deep neural networks because they’ve achieved breakthrough results in areas such as computer vision.

April 6, 2014

colah.github.io
Website
Other
General

Writing rough notes allows me share more content, since polishing takes lots of time.

March 1, 2014

colauttilab.github.io
Website
Other
Machine Learning

colinfay.me
Website
Other
Machine Learning

Find all my posts about webR here. Note: the first post of this series explaining roughly what webR is, I won’t introduce it again here. Note 2: webR and the tools I’ve been writing are moving fast and if you’re reading this from the future, some of the things here might be obsolete.In this post, I’

July 25, 2023

conductorquantum - Coda MCP
Blog
Other
AI
MCP
Quantum

MCP Coda pour outils quantiques AI.

confiance.ai
Website
Other
Machine Learning

A worlwide pioneer Launched in 2021, and funded by France 2030, Confiance.

January 27, 2026

consensus.app
Website
Other
General

Consensus is an AI academic search engine for peer-reviewed literature—your research OS for finding, organizing, and analyzing science 10x faster.

May 6, 2005

cosimameyer
Website
Other
General

Let’s talk about version control and collaboration today and one of its powerful tools: git ✨ Using Git can be a lifesaver (and it has often been one in the past for me 🙏).

September 20, 2022

cursor
Website
Other
General

Built to make you extraordinarily productive, Cursor is the best way to build software with AI.

February 18, 2026

data-goblin/power-bi-agentic-development
Repository
Other
Power BI
AI
Agents

Développement agentic Power BI.

data.ina.fr
Website
French
Data
Media

Données INA (Institut National de l’Audiovisuel).

datamares.netlify.app
Website
Other
General

datarevenue
Website
Other
General

davidpicard.github.io
Website
Other
General

Research My research interests include machine learning for computer vision.

November 1, 2018

deepwiki.com
Website
Other
AI
Knowledge Base
Code

Wiki deep / contextuelle pour code.

dein.fr - plan and checkout
Blog
French
AI
Workflow
Plan

Workflow ‘write-and-checkout the plan’ (dein.fr).

deps
Package
R
Package Management
Dependencies

Dependency Management with roxygen-style Comments. Contribute to analythium/deps development by creating an account on GitHub.

July 23, 2022

designer
Package
R
Shiny
UI Builder

Prototype UI for Shiny Apps. Contribute to ashbaldry/designer development by creating an account on GitHub.

January 18, 2022

development Projects - Open Source Self-Hosted Apps
Website
Other
Development

Discover 6 open source development projects that you can self-host.

January 1, 2026

dgadacha/wax
Website
Other
Tools
UI

Wax — outil/UI par dgadacha.

do4ds
Website
Other
General

DevOps for Data Science Welcome! In this book, you’ll learn about DevOps conventions, tools, and practices that can be useful to you as a data scientist.

docker/awesome-compose - postgresql-pgadmin
Repository
Other
Docker
PostgreSQL

Compose officiel PostgreSQL + pgAdmin.

docs.astral.sh
Website
Other
General

An extremely fast Python linter and code formatter, written in Rust.

docs.github
Repository
Other
General

Learn how to install Copilot CLI so that you can use Copilot directly from the command line.

January 1, 2026

docs.kedro
Website
Other
Machine Learning

A toolbox for production-ready data science Get started Introduction to Kedro Learn what Kedro is, why it exists, and how it can help.

January 1, 2002

docs.langchain.com — Overview
Website
Python
Machine Learning

Gain control with LangGraph to design agents that reliably handle complex tasks

February 17, 2026

docs.sk8.inrae.fr
Website
Other
Machine Learning

2 Faire une demande d’hébergement 2.

dplyr Tutorial
Website
R
Data Manipulation
Tutorial

dplyr tutorial What is dplyr? dplyr is a powerful R-package to transform and summarize tabular data with rows and columns.

drake
Package
R
Workflow
Reproducibility

A general-purpose computational engine for data analysis, drake rebuilds intermediate data objects when their dependencies change, and it skips work when the results are already up to date. Not every execution starts from scratch, there is native support for parallel and distributed computing, and c

July 13, 2011

drmowinckels.io - dotfiles coding agents
Blog
R
Dotfiles
AI

Dotfiles pour coding-agents par Athaea MOWinckels.

dropbox
Book
Other
General
January 1, 2022

dynalist.io
Website
Other
General

Dynalist lets you organize your ideas and tasks in simple lists. It’s powerful, yet easy to use. Try the live demo now, no need to sign up.

easystats - Bayes Factors
Website
R
Statistics
Bayesian

This vignette can be referred to by citing the following: Makowski, D.

December 9, 2020

easystats Blog
Blog
R
Statistics

Happy birthday easystats! A retrospective Jan 27, 2022 Happy birthday easystats! Two years ago, which feels like yesterday, we celebrated the easystats project’s first anniversary.

January 27, 2022

easystats Resources
Website
R
Statistics

Learn R Here are some links to get started with R: R for Datascience YaRrr! The Pirate’s Guide to R Yan Holtz’s tutorials The Tidynomicon: A Brief Introduction to R for Python Programmers Quick-R EdX courses LearnR Youtube Channel Stay tuned Here are some links of blogs and such to keep in touch wit

January 1, 2022

eitsupi/arf
Repository
R
CLI
Tools

arf — outil CLI R par eitsupi.

ellakaye.co.uk
Website
Other
General

The personal website of Ella Kaye

emantzoo/excel2r
Repository
R
Excel
Migration

Outil de conversion Excel -> R.

emilhvitfeldt - ast-grep + Claude Code
Blog
R
Tools
AI

Usage d’ast-grep avec Claude Code côté R.

emilhvitfeldt.github.io
Website
Other
Machine Learning

ISLR tidymodels labs 1 Introduction This book aims to be a complement to the 2nd edition An Introduction to Statistical Learning book with translations of the labs into using the tidymodels set of packages.

September 24, 2023

emilhvitfeldt.github.io
Website
Other
Reproducibility

Having fun with iFrames In Quarto Presentations one way to add something extra is to use Slide Backgrounds Images and videos are good for some added flair, and they automatically fill the background Using html elements and javascript to make an animated background, is almost impossible to get right

emilhvitfeldt.github.io
Website
Other
Machine Learning

library(MASS) # For Boston data set library(tidymodels) library(ISLR) 3 Linear Regression This lab will go over how to perform linear regression.

engram
Repository
Other
AI
Memory

Mémoire pour agents IA.

entire.io
Website
Other
AI
Codebase
Context

Service Entire (contexte codebase pour AI).

equatiomatic
Package
R
R Markdown
Equations

evalsp23.classes.andrewheiss
Website
Other
General

Combine research design, causal inference, and econometric tools to measure the effects of social programs

May 2, 2023

f/prompts.chat
Repository
Other
AI
Prompts

Collection / partage de prompts.

fable
Package
R
Time Series
Forecasting

Provides a collection of commonly used univariate and multivariate time series forecasting models including automatically selected exponential smoothing (ETS) and autoregressive integrated moving average (ARIMA) models. These models work within the fable framework provided by the fabletools package,

January 1, 2010

fastverse
Website
R
Performance
Packages

fireducks-dev.github.io
Website
Other
General

Evaluation of a few benchmarks using FireDucks

February 4, 2025

fischerf/aar
Website
R
Tools

Outil aar par fischerf.

flexdashboard
Website
R
Shiny
Dashboards

Format for converting an R Markdown document to a grid oriented dashboard. The dashboard flexibly adapts the size of it’s components to the containing web page.

May 17, 2016

fr.vittascience
Website
Other
General

Une plateforme intuitive pour apprendre à coder, découvrir les sciences et s’initier à l’intelligence artificielle (IA) avec Arduino, Python, micro:bit et plus.

January 1, 2026

francoismichonneau.net
Website
Other
General

Hire me I’m looking for my next role, if you are (or know someone who is) recruiting, you will find below my resume, a short “About me”, and a longer version of my skills and accomplishments.

July 4, 2024

fromsmash
Website
Other
General

Smash is a fast, secure, smooth and sustainable service to transfer your (extra) large files. Use it for free or unlock enhanced features with premium plans.

January 1, 2026

gary149/llama-agent
Repository
Python
AI
Agents
Llama

Agent Llama par gary149.

geocompx
Website
Other
General

Welcome to geocompx! Here you will find content, including books and beyond, on reproducible geographic data analysis, modeling, and visualization with open source software.

January 1, 2016

geosam
Website
Other
General

Geospatial Image Segmentation with SAM3 in R

ggeasy
Package
R
ggplot2
Visualization

Provides a series of aliases to commonly used but difficult to remember ggplot2 sequences.

January 1, 2025

ggilles.dev
Blog
Other
Data

Blog personnel ggilles.

ggplot2 Book
Book
R
Visualization

ggplot2: Elegant Graphics for Data Analysis (3e) Welcome This is the on-line version of work-in-progress 3rd edition of “ggplot2: elegant graphics for data analysis” published by Springer.

ggplot2 Extensions
Blog
R
Visualization
ggplot2

For everything from styling text and customizing color palettes to creating your own geoms, these ggplot2 add-ons deserve a place in your R data visualization toolkit. Plus, a bonus list of packages to explore on your own.

October 24, 2022

ggplot2 Extensions JSM
Website
R
Visualization
ggplot2

Let f(x, y) be the pdf of a random vector <X, Y> in R^2.

July 8, 2022

ggplot2 Size Dimensions
Blog
R
Visualization
ggplot2

What’s complicated about size and resolution ? Have you ever tried to reproduce a plot like the first one and make minor changes on the size or resolution and end up with something like the second plot ?

December 20, 2020

ggplot2 Theme Cheatsheet
Website
R
Visualization
Reference

ggplot2 plotting related files. Contribute to claragranell/ggplot2 development by creating an account on GitHub.

November 9, 2021

ggplot2 Theme Elements
Website
R
Visualization
Reference

Inspired by Henry Wang❜s ❝ggplot2 Theme Elements Demonstration❞, I created one for myself displaying all of the elements I frequently use and always google. Feel free to download and use it as well!

May 19, 2020

ggplot2 Tutorial
Website
R
Visualization
Tutorial

R Language Tutorials for Advanced Statistics

February 24, 2026

ggsql
Website
R
General

ggsql is still in early development and all functionality are subject to change A declarative visualization language that extends SQL with powerful data visualization capabilities.

January 1, 2023

ggstatsplot
Package
R
Visualization
Statistics

Extension of ‘ggplot2’, ‘ggstatsplot’ creates graphics with details from statistical tests included in the plots themselves. It provides an easier syntax to generate information-rich plots for statistical analysis of continuous (violin plots, scatterplots, histograms, dot plots, dot-and-whisker plot

February 6, 2026

ggsurvfit
Package
R
Visualization
Survival Analysis

Ease the creation of time-to-event (i.e. survival) endpoint figures. The modular functions create figures ready for publication. Each of the functions that add to or modify the figure are written as proper ggplot2 geoms or stat methods, allowing the functions from this package to be combined with an

January 1, 2018

ggsurvfit Package
Documentation
R
Survival Analysis

github
Repository
Other
General

:ferris_wheel: A playground of enhancements and extensions for xaringan slides. - gadenbuie/xaringanExtra

November 8, 2019

github
Repository
R
General

Materials for rstudio::conf. Contribute to rstudio/rstudio-conf development by creating an account on GitHub.

January 18, 2017

github
Repository
Other
Machine Learning

Contribute to jbkunst/klassets development by creating an account on GitHub.

May 20, 2022

github
Repository
Other
Machine Learning

A curated list of awesome posts, videos, and articles on leading a data team (small and large) - ronikobrosly/awesome-data-leadership

March 22, 2022

github
Repository
Other
Machine Learning

Code of the NVIDIA winning solution to the 2nd OGB-LSC at the NeurIPS 2022 challenge with dataset PCQM4Mv2 - jfpuget/NVIDIA-PCQM4Mv2

November 4, 2022

github
Repository
Other
Reproducibility

Code and content for andrewheiss.com. Contribute to andrewheiss/ath-quarto development by creating an account on GitHub.

November 28, 2022

github
Repository
Other
General

The hub for EleutherAI’s work on interpretability and learning dynamics - EleutherAI/pythia

December 25, 2021

github
Repository
Other
General

GPT RStudio addins that enable GPT assisted coding, writing & analysis - MichelNivard/gptstudio

December 24, 2022

github
Repository
Other
General

gpttools extends gptstudio for package development to help you document code, write tests, or even explain code - JamesHWade/gpttools

December 27, 2022

github
Repository
Other
General

⚡️⚡️⚡️ Self-hosted collaborative bookmark manager to collect, read, annotate, and fully preserve what matters, all in one place. - linkwarden/linkwarden

April 9, 2022

github
Repository
Other
General

More efficient tidyverse code, using polars in the background - etiennebacher/tidypolars

June 2, 2023

github
Repository
Other
General

An Open-source Toolkit for LLM Development. Contribute to Alpha-VLLM/LLaMA2-Accessory development by creating an account on GitHub.

July 21, 2023

github
Repository
Other
General

A curated list of awesome work on causal inference, particularly in machine learning. - matthewvowels1/Awesome-Causal-Inference

May 16, 2020

github
Repository
Other
General

A list of cool features of Git and GitHub. Contribute to tiimgreen/github-cheat-sheet development by creating an account on GitHub.

April 12, 2014

github
Repository
Other
General

The definitive list of lists (of lists) curated on GitHub and elsewhere - jnv/lists

November 14, 2013

github
Repository
Other
General

A curated list of awesome tools, resources and workflow tips making an awesome development environment. - jondot/awesome-devenv

July 10, 2014

github
Repository
Other
Machine Learning

🐶 (Re)constructing R computational environments. Contribute to gesistsa/rang development by creating an account on GitHub.

January 14, 2023

github
Repository
Other
General

Awesome-LLM: a curated list of Large Language Model - Hannibal046/Awesome-LLM

February 17, 2023

github
Repository
Other
General

moodymudskipper has 113 repositories available. Follow their code on GitHub.

January 1, 2026

github
Repository
R
General

Lab de @InseeFr. InseeFrLab has 283 repositories available. Follow their code on GitHub.

February 24, 2026

github
Repository
R
Shiny

Demonstration of using a JavaScript ServiceWorker to communicate with a running Shiny/httpuv session in webR. - georgestagg/shiny-standalone-webr-demo

June 28, 2023

github
Repository
Other
Machine Learning

Home of StarCoder: fine-tuning & inference! Contribute to bigcode-project/starcoder development by creating an account on GitHub.

April 24, 2023

github
Repository
Other
General

Contribute to mshumer/gpt-prompt-engineer development by creating an account on GitHub.

July 4, 2023

github
Repository
Other
Machine Learning

🐢 Open-Source Evaluation & Testing library for LLM Agents - Giskard-AI/giskard-oss

March 6, 2022

github
Repository
Other
General

Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls) - ShishirPatil/gorilla

May 19, 2023

github
Repository
Other
Machine Learning

Contribute to tangandhara/stravaDashboard development by creating an account on GitHub.

May 31, 2024

github
Repository
Other
Machine Learning

Contribute to labsyspharm/smallmoleculesuite development by creating an account on GitHub.

April 15, 2019

github
Repository
Other
General

Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. - ollama/ollama

June 26, 2023

github
Repository
Other
General

There can be more than Notion and Miro. AFFiNE(pronounced [ə‘fain]) is a next-gen knowledge base that brings planning, sorting and creating all together. Privacy first, open-source, customizable an…

July 31, 2022

github
Repository
Other
General

PyGWalker: Turn your dataframe into an interactive UI for visual analysis - Kanaries/pygwalker

February 16, 2023

github
Repository
Other
Reproducibility

Development environment for Quarto PDF reports. Contribute to ketchbrookanalytics/quarto-pdf-dev development by creating an account on GitHub.

March 29, 2024

github
Repository
Other
Machine Learning

Python interactive dashboards for learning data science - GeostatsGuy/DataScienceInteractivePython

March 26, 2024

github
Repository
Other
Machine Learning

Python interactive dashboards for learning data science - GeostatsGuy/DataScienceInteractivePython

March 26, 2024

github
Repository
Other
General

A lightweight version of R Markdown (without using Pandoc or knitr) - yihui/litedown

March 12, 2024

github
Repository
Other
Machine Learning

Turns Data and AI algorithms into production-ready web applications in no time. - Avaiga/taipy

February 18, 2022

github
Repository
Other
General

🙌 OpenHands: AI-Driven Development. Contribute to OpenHands/OpenHands development by creating an account on GitHub.

March 13, 2024

github
Repository
Other
General

Flexible filter for Shiny. Contribute to the-y-company/flexfilter development by creating an account on GitHub.

April 21, 2024

github
Repository
Other
Machine Learning

github
Repository
Other
Machine Learning

simple bibtex generator for any text with cite{}. Contribute to advaitgosai/autocite development by creating an account on GitHub.

July 13, 2024

github
Repository
R
Shiny

End-to-End Workflow with Posit Team presentation, August 2024: Using pins for Shiny with ever-changing data - posit-marketing/shiny-calendar

August 28, 2024

github
Repository
Other
General

Interactive timeline visualization of hierarchical items. - padamson/stratvis

December 4, 2016

github
Repository
Other
General

How to open an R Shiny modal popup from a hyperlink in a datatable - epi-interactive/Datatable_Overlay

April 29, 2019

github
Repository
Other
General

Github README profile. Contribute to ddotta/ddotta development by creating an account on GitHub.

October 26, 2022

github
Repository
Other
General

Prompt, run, edit, and deploy full-stack web applications using any LLM you want! - stackblitz-labs/bolt.diy

October 13, 2024

github/awesome-copilot
Repository
Other
AI
GitHub Copilot
Resources

Collection communautaire d’instructions, prompts et hooks pour GitHub Copilot.

githubnext
Website
Other
General

GitHub Next investigates the future of software development

July 18, 2024

glittr
Website
Other
General

Git repositories with educational materials for the computational life sciences

February 24, 2026

golem
Package
R
Shiny
Package Development

An opinionated framework for building a production-ready Shiny application. This package contains a series of tools for building a robust Shiny application from start to finish.

May 30, 2025

golem Demo
Video
R
Shiny
Tutorial

In this webinar originally broadcast on June 6, 2019 in partnership with RStudio Community, Colin Fay from ThinkR shares many excellent insights and practica…

June 9, 2019

golem Example
Website
R
Shiny
Example

An example app for illustrating golem features. Contribute to ColinFay/golemexample development by creating an account on GitHub.

July 1, 2019

golem Wiki
Website
R
Shiny
Documentation

A Framework for Building Robust Shiny Apps . Contribute to ThinkR-open/golem development by creating an account on GitHub.

April 1, 2022

golemverse
Website
R
Shiny
Community

Welcome to the golemverse!

August 28, 2024

good-practices.etiennebacher
Website
Other
General

Cleaning data can take hundreds or thousands of lines.

March 16, 2023

goose-docs
Website
Other
AI
Agents
Documentation

Docs de Goose (coding agent AI).

gpt4all.io
Website
Other
Machine Learning

Run open-source AI models locally on your device. GPT4All delivers private, high-performance AI with no cloud required—your data stays on your machine.

January 1, 2026

gram-lang
Website
Other
Tools
Domain Language

Site officiel de gram-lang, DSL pour recettes et textes structurés bilingues.

gspmalloy
Website
Other
General

gt Tables Gallery
Documentation
R
Reporting

::session_info("installed") sessioninfo## ─ Session info ─────────────────────────────────────────────────────────────── ## setting value ## version R version 4.

December 8, 2024

gtsummary
Package
R
Tables
Statistics

Creates presentation-ready tables summarizing data sets, regression models, and more. The code to create the tables is concise and highly customizable. Data frames can be summarized with any function, e.g. mean(), median(), even user-written functions. Regression models are summarized and include th

December 5, 2025

hfviewer.com
Website
Other
Hugging Face
Tools
View

Viewer pour Hugging Face (hfviewer).

hsph.harvard.edu
Book
Other
Bayesian

Miguel Hernan Kolokotrones Professor of Biostatistics and Epidemiology Epidemiology, Harvard T.

February 23, 2026

htmlwidgets Plotly
Website
R
Visualization
Interactive

Plotly allows you to easily translate your ggplot2 graphics to an interactive web-based version, and also provides bindings to the plotly.

January 1, 2014

huggingbay.xyz
Website
Other
Hugging Face
Models
Search

Recherche modèles Hugging Face (huggingbay).

huggingface.co
Website
Python
Machine Learning

Discover amazing ML apps made by the community

November 16, 2022

huggingface.co
Website
Python
Machine Learning

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

December 15, 2025

huggingface.co
Website
Python
Machine Learning

Discover amazing ML apps made by the community

August 22, 2023

huggingface.co
Website
Python
General

Making the community’s best AI chat models available to everyone

January 1, 2025

huggingface.co
Website
Python
General

huggingface.co
Website
Python
Machine Learning

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

October 24, 2023

huggingface.co
Website
Python
Machine Learning

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

September 14, 2025

huggingfaceR
Package
R
NLP
Hugging Face

Hugging Face state-of-the-art models in R. Contribute to farach/huggingfaceR development by creating an account on GitHub.

May 24, 2022

humanstatement.org
Website
Other
Ethics
AI
Statement

Site de la déclaration human-AI / human statement.

hutchdatascience
Website
Other
Machine Learning

There are a number of learners in the Intro to R course I’m teaching at Fred Hutch that are coming to R from SAS.

October 17, 2024

hypebright.nl
Website
R
Shiny

Learn how to build a serverless Shiny app with webR: a package that allows you to run R completely on the user’s machine without an R server

July 25, 2023

hyperverse-r
Repository
Other
General

A modular R ecosystem for building modern web applications, the web way. - hyperverse-r

February 24, 2026

in the Public Sector
Website
R
Shiny

Shiny and Quarto help R and Python users build powerful, interactive web apps and high-quality documents.

January 1, 2024

indiedown.cynkra
Website
Other
Machine Learning

indiedown makes it easy to generate a customized R Markdown PDF template that follow the principles of your corporate design.

indrajeetpatil.github.io
Website
Other
General

Learn how to apply the DRY (Don’t Repeat Yourself) principle to R package development. Covers documentation, vignette setup, unit testing, data management, dependency management, and exception handling to make your R packages more maintainable.

January 13, 2026

indrajeetpatil.github.io
Website
Other
General

indrajeetpatil.github.io
Website
Other
General

Learn how to apply the DRY (Don’t Repeat Yourself) principle to R package development. Covers documentation, vignette setup, unit testing, data management, dependency management, and exception handling to make your R packages more maintainable.

January 13, 2026

infomaniak
Website
Other
General

Maîtrisez la gouvernance de vos données avec un cloud indépendant. Des solutions hébergées au cœur de l’Europe, conçues pour protéger votre confidentialité.

February 16, 2026

interiorai
Website
Other
Machine Learning

Get interior design ideas using artificial intelligence and virtually stage interiors for real estate listings with different interior styles. Take a picture of a room and instantly redesign it with AI. Upload a photo of your interior and transform it completely. Instantly redesign, furnish, reimagi

December 12, 2022

isaac-flath.tech
Website
Other
Reproducibility

ivanleo - agentic search
Blog
Other
AI
Search

Réflexions sur la recherche agentique.

izwand.com — Knowledge Graph Completion
Website
Other
General

Our new X account is live! Follow @wizwand_team for updates Search any task Feedback Search any task SOTA Knowledge Graph Completion benchmarks and papers with code | Wizwand Our new X account is live! Follow @wizwand_team for updates Home / Tasks Knowledge Graph Completion Benchmarks Dataset Name S

February 22, 2026

jcarroll - targets vs dbt
Blog
R
Data Engineering
targets
dbt

Comparaison {targets} R et dbt pour data engineering.

jchiquet.github.io
Website
Other
General

Welcome Course description The objective of this course is to show students how statistics is used in practice to answer a specific question, by introducing a series of important model-based approaches.

jellydn/my-ai-tools cli.sh
Repository
Other
AI
CLI
Dotfiles

Setup local agentic AI tooling via a single shell script.

jhepc.github.io
Website
Other
Machine Learning

2020 - first place¶ 2020 - second place¶ 2020 - third place¶ 2020 - honorable mention¶ 2019 - first place¶ 2019 - second place¶ 2019 - third place¶ 2019 - Honorable mention¶ 2018 - first place¶ 2018 - second place¶ 2018 - third place¶ 2018 - honorable mention¶ 2015 - first place¶ 2015 - second place

January 1, 2015

jiddualexander
Website
Other
General

0 Skip to Content jiddu alexander R & Shiny SVG input generator Junction profiling Scrollytelling & D3js Fossil CO₂ emissions Traffic accidents in Dutch provinces Global Warming Global and National Greenhouse Gases Emissions Open Menu Close Menu jiddu alexander R & Shiny SVG input generator Junction

July 2, 2010

johnbedwards.io
Website
Other
General

Getting better {tidymodels} performance with {stacks}

December 21, 2022

johnlokerse - opencode + Copilot CLI BYOK
Blog
Other
AI
BYOK
CLI

OpenCode + modèles Go dans Copilot CLI avec BYOK.

jolars/panache
Website
R
Visualization

Package panache (thèmes ggplot).

joss.theoj
Website
Other
General

Reimert et al., (2024). extendr: Frictionless bindings for R and Rust. Journal of Open Source Software, 9(99), 6394, https://doi.org/10.21105/joss.06394

July 1, 2024

jumpingrivers
Website
Other
Reproducibility

Are you an R user considering switching from R Markdown to Quarto? Here are our favourite features that we think R users might benefit from.

December 8, 2022

justice.pappers.fr
Website
Other
General

Données des entreprises Décisions de justice Dépôt d’annonces légales & formalités entreprises Données immobilières Information institutionnelle Données des entreprises internationales Retrouvez toutes vos décisions de justice, textes de loi et commentaires juridiques centralisés au sein de notre pl

January 1, 2003

karanbansal - Claude Code LSP
Blog
Other
AI
LSP
Claude

Intégration LSP pour Claude Code.

kindxiaoming.github.io
Website
Other
Machine Learning
January 1, 2024

klassets
Website
R
Finance
Visualization

Contribute to jbkunst/klassets development by creating an account on GitHub.

May 20, 2022

korben.info
Website
Other
Machine Learning

Vous en avez assez de passer des heures à retranscrire à la main vos vidéos YouTube ? Ou peut-être cherchez-vous un moyen efficace de transformer vos …

November 24, 2024

korben.info - pyinfra
Blog
French
Python
DevOps
Infrastructure

Article Korben sur pyinfra (automatisation infra Python).

lajeunesse.myweb.usf.edu
Website
Other
Machine Learning

Dashboards are great for data snapshots–but what if you need something more agile in R? — Marc J.

August 12, 2022

langchain-ai/deepagent
Repository
Python
AI
Agents
LangChain

Deep agent framework par LangChain.

leafdown
Package
R
Visualization
Maps

leafdown: drilldown functionality for leaflet choropleths - hoga-it/leafdown

May 28, 2020

leafdown Presentation
Website
R
Visualization
Maps

Materials for rstudio::conf. Contribute to rstudio/rstudio-conf development by creating an account on GitHub.

January 18, 2017

learngitbranching.js
Website
Other
General

An interactive Git visualization tool to educate and challenge!

November 9, 2020

leeroopedia
Website
Other
AI
Knowledge Base

Wiki encyclopédique orienté AI / LLM.

legigpt.fr
Website
Other
General

library.bayesia
Book
Other
Bayesian

lihualei71.github.io
Website
Other
Bayesian

cfcausal packagecfcausal_demo.

September 6, 2022

linc.cnil.fr
Website
Other
Data Visualization

L’extension CookieViz offre des fonctionalités similaires au logiciel déjà publié et récompensé au Global Privacy and Data Protection Awards en 2021.

February 19, 2026

livebook.dev
Book
Other
General

Automate code & data workflows with interactive notebooks

January 1, 2026

llama.app
Website
Other
AI
Local
LLM

Site officiel Llama app.

llamaocr
Website
Other
General

The easiest way to turn a document into markdown

llmfight.club
Website
Other
Machine Learning

loopurrr
Website
R
Functional Programming
purrr

Makes learning, teaching and debugging iterator functions from the purrr package easy by translating them into regular for loops.

magicinsert.github.io
Website
Other
General

Magic Insert: Style-Aware Drag-and-Drop

January 1, 2024

makevscodeawesome
Website
Other
General

Make VS Code beautiful. Be productive as hell in it.

January 1, 2021

maturin.rs
Website
Other
Machine Learning

Tutorial In this tutorial we will wrap a version of the guessing game from The Rust Book to run in Python using pyo3.

August 25, 2021

mauriceboe/NOMAD
Repository
Other
Tools
Misc

Projet NOMAD (repository).

mgirlich.github.io
Website
Other
General

ml-science-book
Book
Other
Bayesian

10 Causality Machine learning exploits all available information to make predictions – and there are many ways to predict things.

May 1, 2020

mlcontests.com
Website
Other
Machine Learning
Competition

Agrégateur de compétitions ML.

mlr3 Book
Book
R
Machine Learning
mlr3

modelbased Group Levels
Website
R
Statistics
Mixed Models

How to use Mixed models to Estimate Individuals’ Scores Source:vignettes/estimate_grouplevel.

January 1, 2008

modelscope.ai models
Website
Other
AI
Models
Hub

Hub de modèles ModelScope.

modeltime
Package
R
Time Series
Machine Learning

The time series forecasting framework for use with the tidymodels ecosystem. Models include ARIMA, Exponential Smoothing, and additional time series models from the forecast and prophet packages. Refer to "Forecasting Principles & Practice, Second edition" (https://otexts.com/fpp2/). Refer to "Pro

February 1, 2017

moderndive
Website
Other
Machine Learning

An open-source and fully-reproducible electronic textbook for teaching statistical inference using tidyverse data science tools.

January 29, 2026

morphllm - vscode-multi-agent
Website
Other
AI
VS Code
Agents

Extension VS Code multi-agent par MorphLLM.

nature
Paper
Other
Machine Learning

nature
Paper
Other
Machine Learning

nature
Paper
Other
General

nicedreamzapp/claude-code-local
Repository
Other
AI
Claude
Local

Setup local Claude Code.

nixtla.github.io
Website
Other
General

If you are not redirected, click here.

nrennie.rbind.io
Website
Other
Data Visualization

nrennie.rbind.io
Website
Other
Machine Learning

Typst or LaTeX? Styling PDF documents with Quarto extensions Nicola Rennie, Lancaster University satRdays London, 27 April 2024 Academic background in statistics and operational research.

April 27, 2024

nyko.ai learn-ai-fast
Course
Other
AI

Cours accéléré AI / LLM par nyko.ai.

observablehq
Website
Other
General

When adding JavaScript to your data work, it can be useful to see how it compares with other languages you’ve used before. Here, we show common data wrangling methods (like filtering, sorting, and adding columns) in JavaScript, Python, SQL, R, and Excel. All examples use the mock data below, stored

March 20, 2023

ollama
Website
Other
General

Continue enables you to easily create your own coding assistant directly inside Visual Studio Code and JetBrains with open-source LLMs.

May 31, 2024

ollama-litellm-openwebui compose
Repository
Other
Docker
AI
LLM

Stack docker-compose Ollama + LiteLLM + Open WebUI.

omp.sh
Website
Other
AI
CLI
Tools

OMP — outils AI / coding-agent.

onyx
Repository
Python
AI
RAG
Search

Plateforme RAG / enterprise search open-source.

open-vsx - vscode-flowr
Package
R
VS Code
LSP

Extension VS Code flowr (LSP R) sur open-vsx.

openmed
Repository
Python
AI
Medical
NLP

Pipelines et modèles LLM orientés médical open-source.

openpress.sussex.ac.uk
Website
Other
General

An open textbook for Biological Psychology undergraduate students.

February 20, 2023

openrouter state-of-ai
Website
Other
AI
LLM
Benchmark

Rapport state-of-ai par OpenRouter.

openwebui
Website
Other
General

Run AI on your own terms. Connect any model, extend with code, protect what matters—without compromise.

October 20, 2025

padr
Package
R
Data Manipulation
Time Series

When getting time series data ready for analysis, you might be confronted with the following two challenges: padr aims to make light work of preparing time series data by offering the two main functions thicken and pad.

August 21, 2019

pages.citedrive
Website
Other
General

paperswithcode
Website
Other
General

Your daily dose of AI research from AK

March 13, 2024

pastum.anatolii.nz
Website
Other
General

Pastum (VS Code extension) allows you to quickly transform any text table from your clipboard into a dataframe object in your favorite language — R, Python, Julia, JavaScript or even Markdown.

January 1, 2026

pi.dev
Website
Other
AI
Coding Agent

Site de pi coding-agent.

pierrot.show
Website
Other
Slides
Quarto

Démo / showcase de slides Quarto.

pkg.garrickadenbuie
Website
Other
Machine Learning

Jump to: Quick Intro, Themes, Theme Settings, Fonts, Colors, Adding Custom CSS Quick Intro First, add the xaringan-themer.

pkg.garrickadenbuie
Website
Other
Machine Learning

Give your xaringan slides some style with xaringanthemer. Easy slide and plot themes for xaringan slides.

plantuml
Website
Other
Machine Learning

You can integrate mathematical expressions using AsciiMath format. Useful for demonstration or algorithm details.

February 24, 2026

playground.tensorflow
Website
Python
Bayesian

Tinker with a real neural network right here in your browser.

March 1, 2014

plotnine Gallery
Website
Python
Visualization
ggplot2

poe
Website
Other
General

posit-conf-2024.github.io
Website
R
General

class: center, middle, inverse, title-slide.

August 12, 2024

posit.co
Website
R
Shiny

Meet the winners of the Shiny Contest. With over 100 submissions across a wide range of topics, check out the best Shiny apps we’ve seen this year.

October 22, 2024

posterior - rvar
Package
R
Statistics
Bayesian

This vignette describes the rvar() datatype, a multidimensional, sample-based representation of random variables designed to act as much like base R arrays as possible (e.

July 5, 2024

prepare.sh trends
Website
Other
Jobs
Trends
Data Science

Tendances de prep d’entretien data science (EU, mid).

presentofcoding.substack
Website
Other
General

This is a version of a talk I gave for posit::conf(2024).

October 22, 2024

prettydoc
Package
R
R Markdown
Themes

Creating Pretty Documents From R Markdown

January 1, 2019

productive-r-workflow.com — Webr
Website
R
Tutorial

Bring Quarto to life with {webR} Quarto can be frustrating: you read a report, but cannot interact with it! You’re browser doesn’t speak R,so there is nothing you can change.

prompt
Package
R
CLI
Tools

Dynamic R prompt. Contribute to gaborcsardi/prompt development by creating an account on GitHub.

March 1, 2016

psyteachr.github.io
Website
Other
General

Psychologists from @UofGPsychNeuro advocating open, reproducible methods teaching.

September 1, 2025

pub.demo.posit.team
Website
R
General

Shiny helps R and Python users build powerful, interactive web apps.

January 1, 2012

pudding.cool
Website
Other
General

The Pudding explains ideas with visual essays.

March 1, 2017

purrr
Package
R
Functional Programming

A complete and consistent functional programming toolkit for R.

August 1, 2017

purrr Tutorial
Website
R
Functional Programming
Tutorial

map() This work is licensed under a Creative Commons Attribution-ShareAlike 4.

purrr Workshop
Website
R
Functional Programming
Tutorial

Slides to complement a hands-on workshop on the R package purrr (https://purrr.tidyverse.org)

September 3, 2018

pydevtools
Website
Python
General

I have been writing Python for 14 years next month. When I started, people were still using easy_install to install egg-based packages for Python 2.7 and nobody had heard about Conda yet, much less uv. The Python tool ecosystem has changed since. Many people are confused by the fragmentation in the

December 20, 2024

pynerds
Website
Python
General

Most medium to large programs are organized into modules. This way, it becomes possible to logically separate various parts of a program based on thei

January 20, 2024

pythonds.linogaliana.fr
Website
Python
General

A complete course about data science.

January 11, 2026

pythonds.linogaliana.fr
Website
Python
General

Cette partie du cours introduit le traitement automatique du langage (NLP), un domaine scientifique à la croisée de la linguistique et des statistiques devenu, du fait de l’engouement envers les IA génératives, central dans le domaine de la data science. A travers des exemples littéraires, dcette pa

January 11, 2026

pytogether playground
Website
Python
Community

Playground Python collaboratif.

quantmetry
Website
Other
Machine Learning

quarto-revealjs-editable (site)
Website
R
Quarto
Reveal.js
Slides

Démo site quarto-revealjs-editable.

quickSentiment
Package
R
NLP
Sentiment

Package R pour analyse de sentiment rapide.

r-bloggers
Website
R
Shiny

Abstract I present a method for reactively updating a table of acronyms from a Shiny interactive timeline using renderDataTable and timevis. The method is used in the new Shiny app, stratvis. The stratvis app The stratvis Shiny app provides a rich a…

December 29, 2016

r-causal.github.io
Website
Other
Bayesian

Visual Diagnostic Tools for Causal Inference Here we are going to look at several… Aug 4, 2023 Welcome to the Causal Inference in R Blog! Here you’ll find more information about our packages, book, courses, and other information about causal inference.

August 4, 2023

r-consortium
Website
Other
General

r-lib/Rapp
Package
R
CLI

Package R pour CLI apps (Rapp).

r-mailing-lists.thecoatlessprofessor.com
Community
R
Mailing List

Mirror / archive des mailing-lists R.

r-packages.io
Website
Other
General

Explore the documentation of all R packages available, including functions and datasets

February 24, 2026

r-pkgs
Website
Other
General

r-project-template
Repository
R
Best Practices
Templates

Template de projet R.

r-statistics.co
Website
Other
Machine Learning

R Language Tutorials for Advanced Statistics

February 24, 2026

r-statistics.co - OOP in R
Website
R
OOP
Tutorial

Tutorial OOP en R (S3/S4/R6).

r-wasm.github.io
Website
Other
Machine Learning

A dropdown R or Python console Throughout this presentation, an interactive R console and editor can be invoked by pressing the drop shortcut By default, the drop shortcut is the backtick key: ` Alternatively, click the console button in the bottom left of the slide Set the drop shortcut and button

rOpenSci
Website
R
Community
Open Source

rOpenSci fosters a culture of open and reproducible research using shared data and reusable software.

February 23, 2026

rOpenSci r-universe
Blog
R
Packages

Monday, February 27, 2023 From rOpenSci (https://ropensci.

February 27, 2023

raps-with-r.dev
Website
Other
General

Building reproducible analytical pipelines with R Welcome! How using a few ideas from software engineering can help data scientists, analysts and researchers write reliable code Data scientists, statisticians, analysts, researchers, and many other professionals write a lot of code.

October 3, 2023

reactable
Package
R
Tables
Interactive

Interactive data tables for R, based on the React Table JavaScript library. Provides an HTML widget that can be used in R Markdown or Quarto documents, Shiny applications, or viewed from an R console.

rebeccabarter
Website
Other
General

Purrr is the tidyverse’s answer to apply functions for iteration. It’s one of those packages that you might have heard of, but seemed too complicated to sit down and learn. Starting with map functions, and taking you on a journey that will harness the power of the list, this post will have you purrr

August 19, 2019

regisx001/Worklog
Repository
Other
Productivity
Worklog

Outil de worklog / journal de travail.

renv
Package
R
Package Management
Reproducibility

The renv package helps you create reproducible environments for your R projects.

repoinsider
Website
Other
GitHub
Repository
Tools

Insights / veille sur repositories GitHub.

rex Regex Shortcuts
Website
R
Programming
Regex

Commonly used character classes and regular expressions. These shortcuts are substituted inside rex calls.

riffusion
Website
Other
General
November 1, 2024

rig R Installation
Website
R
Tools
Installation

The R Installation Manager. Contribute to r-lib/rig development by creating an account on GitHub.

October 22, 2025

rinpharma - genAI schedule
Blog
R
Conference
GenAI

Programme genAI de rinpharma 2026.

rlang Data Mask Programming
Website
R
Programming
NSE

Data-masking functions require special programming patterns when used inside other functions. In this topic we’ll review and compare the different patterns that can be used to solve specific problems. If you are a beginner, you might want to start with one of these tutorials: Programming with dplyr

March 1, 2018

rlang Data Masking
Website
R
Programming
NSE

Data-masking is a distinctive feature of R whereby programming is performed directly on a data set, with columns defined as normal objects. # Unmasked programming mean(mtcars\(cyl + mtcars\)am) #> [1] 6.59375 # Referring to columns is an error - Where is the data? mean(cyl + am) #> Error: #> ! object

March 1, 2018

roadmap.sh
Website
Other
General

Community driven roadmaps, articles and guides for developers to grow in their career.

May 14, 2025

roborev.io
Website
Other
AI
Code Review

Service de revue de code assistée par AI.

rolkra.github.io
Website
Other
General

This is my (simple) setup for using a local R + VSCode

June 1, 2023

ropensci - tree-sitter overview
Blog
R
Tree-sitter
Tools

Aperçu tree-sitter côté R par rOpenSci.

rscreencasts
Website
Other
General

Awesome data analysis screencasts from a top Data Scientist

June 8, 2020

rselenium-teaching.etiennebacher
Website
Other
General

Automate your browser actions LISER February 22, 2023 Do you really need scraping? Before scraping: is there an API? Scraping can be divided in two steps: These 2 steps don’t necessarily require the same tools, and shouldn’t be carried out at the same time.

February 22, 2023

rstudio::conf 2022 Materials
Website
R
Conference
Resources

Materials for rstudio::conf. Contribute to rstudio/rstudio-conf development by creating an account on GitHub.

January 18, 2017

rtask ThinkR
Blog
R
French

The R task Force - R experts for all your needs

April 28, 2021

rtask.thinkr.fr
Website
Other
General

How can I download all issues information from Gitlab or Github and create a summary report of my commit messages for my client?

October 10, 2023

rtask.thinkr.fr
Website
Other
Machine Learning

The R task Force - R experts for all your needs

October 11, 2024

rtask.thinkr.fr
Website
Other
General

The R task Force - R experts for all your needs

October 16, 2024

rtk-ai/rtk
Repository
Other
AI
CLI

Outil CLI pour réduire la verbosité des agents AI.

rud.is
Website
Other
General

Many R package authors (including myself) lump a collection of small, useful functions into some type of utils.R file and usually do not export the functions since they are (generally) designed to work on package internals rather than expose their functionality via the exported package API. Just lik

April 8, 2018

ruder.io
Website
Other
General

Gradient descent is the preferred way to optimize neural networks and many other machine learning algorithms but is often used as a black box. This post explores how many of the most popular gradient-based optimization algorithms such as Momentum, Adagrad, and Adam actually work.

January 19, 2016

rwarehouse.netlify.app
Website
R
General

Find R packages by what they do Search 23,000+ packages from CRAN, Bioconductor, and GitHub.

rworks.dev - Claude skills for R users
Blog
R
AI
Claude

Article sur les skills Claude pour utilisateurs R.

rworks.dev - skills in RStudio Posit Assistant
Blog
R
RStudio
AI

Skills pour Posit Assistant dans RStudio.

sami-uysal - awesome open AI dev tools
Website
Other
AI
Open Source
Resources

Cheat sheet alternatives open-source d’outils AI devs.

schmidtpaul.github.io
Website
Other
General

About Me I completed my PhD in biostatistics1 at the University of Hohenheim in 2019 and have since been working at BioMath, where I am now Managing Director.

January 1, 2016

sci-bot.ru
Website
Other
AI
Science
Tools

Bot AI pour la science (sci-bot.ru).

sciencedirect
Paper
Other
General

senTWEETment
Website
R
NLP
Sentiment Analysis

Shiny app as R package to analyze Twitter sentiment - jiwanheo/senTWEETment

December 31, 2021

share.streamlit.io - modeling-mindsets
Website
Python
Streamlit
Modeling

Auth share Streamlit pour l’app modeling-mindsets.

shiny-prep
Repository
R
Shiny

Outils de préparation de données et d’apps Shiny.

shiny.posit.co
Website
R
Shiny

Shiny is a package that makes it easy to create interactive web apps using R and Python.

October 15, 2019

shinydashboard
Website
R
Shiny
Dashboards

shinydashboard makes it easy to use Shiny to create dashboards like these: Dashboard Bus dashboard Get started.

January 1, 2014

shinydlplot
Package
R
Shiny
Plots

Package ‘shinydlplot’ was removed from the CRAN repository.

November 7, 2025

shinyjs
Website
R
Shiny
JavaScript

Easily improve the user experience of your Shiny apps in seconds.

shinyloadtest
Package
R
Shiny
Performance
Testing

Outil RStudio pour load-testing d’apps Shiny.

shinytest2
Website
R
Shiny
Testing

rstudio::conf(2022) - {shinytest2}. Contribute to schloerke/presentation-2022-07-28-rstudioconf22-shinytest2 development by creating an account on GitHub.

July 28, 2022

shinytest2
Package
R
Shiny
Testing

Contribute to rstudio/shinytest2 development by creating an account on GitHub.

July 6, 2021

shutterencoder
Website
Other
General

Logiciel open source sans limite d’utilisation - convertisseur tous formats codecs professionnels et standards

February 24, 2026

simplystatistics](https
Website
Other
General

sites.google
Website
Other
General

Software Engineering: Language-agnostic

February 18, 2026

slds-lmu.github.io
Website
Other
Machine Learning

Situations in which PDP, ALE, LIME, LOCO and feature importance fail.

October 5, 2020

slee-persis/GVS5H
Repository
Other
Tools
Misc

Repository GVS5H par slee-persis.

slidecraft-101
Website
Other
Slides
Quarto

Atelier slidecrafting de Emil Hvitfeldt.

slidecrafting-book.com
Repository
Other
Slides
Quarto
Book

Source du livre slidecrafting de Emil Hvitfeldt.

slidecrafting-book.com
Website
Other
Slides
Quarto
Book

Site du livre slidecrafting.

smallweb.cc
Website
Other
Development

a manually curated collection of neat indie websites :)

January 11, 2024

smolmachines.com
Website
Other
AI
Small Models

Site smolmachines (modèles compacts).

solomonkurz.netlify.app
Website
Other
General

Part 1 of the GLM and causal inference series.

April 12, 2023

spacesniffer.fr.softonic
Website
Other
General

JavaScript is disabled in your browser.

speakerdeck
Website
Other
General

In standard data-science practice, a significant effort is spent on preparing the data before statistical learning. One reason is that the data come fro…

April 13, 2023

spicytakes.org
Blog
Other
Industry
Opinion

Blog d’opinions sur la tech.

spolu - no flow is the new flow
Blog
Other
AI
Workflow
Agents

Notes sur le paradigme ‘no flow is the new flow’ (agents).

statistique-et-logiciel-r
Website
Other
General

Le logiciel R est un environnement de programmation statistique et graphique largement utilisé par les chercheurs, les analystes de données et les statisticiens.

September 13, 2023

statnmap
Website
R
General

Quelques jours d’exploration de VSCode après de nombreuses années à développer avec RStudio

October 9, 2021

statnmap
Website
R
General

Quelques jours d’exploration de VSCode après de nombreuses années à développer avec RStudio

October 9, 2021

stats.oarc.ucla.edu
Website
Other
General

Statistical Analyses - Data Analysis Examples - Textbook Examples (see also Stat Books for Loan on R) - Downloadable Books on R Important Links - How can I get R? Where can I run R? - Installing, Customizing, Updating R - Documentation for R packages organized by topical domains Have you seen? - Cla

January 1, 2024

statsoft.fr
Website
Other
General

statzhero/tidy-r-skill
Repository
R
Tidyverse
Skills

Skill Claude/AI pour tidyverse R.

stephaniehicks
Website
Other
General

Schedule and course materials for Statistical Computing (JHSPH Biostatistics 140.776 Fall 2022).

August 30, 2022

stephaniehicks
Website
Other
General

Schedule and course materials for Statistical Programming Paradigms and Workflows (JHSPH Biostatistics 140.840 Fall 2022).

October 27, 2022

summarize.ing
Website
Other
General

Découvrez des résumés rapides alimentés par l’IA des vidéos YouTube sur Summarize.ing. Accédez aux points forts, aux cartes mentales et aux résumés segmentés en moins d’une minute. Gagnez du temps, maîtrisez l’essentiel sans effort !

January 1, 2026

supabaseR
Website
R
Supabase
Database

Wrapper R pour Supabase par Deepansh Khurana.

t.co
Website
Other
General

Currently, it is hard to reap the benefits of deep learning for Bayesian methods, which allow the explicit specification of prior knowledge and accurately capture model uncertainty. We present…

January 28, 2022

t.co
Website
Other
General

tabular-foundation
Website
Other
Machine Learning
Tabular

Fondation Tabular par Christoph Molnar.

taipy.io
Website
Other
Machine Learning

Explore Taipy Designer, the cutting-edge drag-and-drop GUI builder designed for Python developers. Create dynamic GUIs effortlessly with a WYSIWYG environment. Connect widgets to your Python variables, style graphics with ease, and focus on results with our sophisticated yet convenient editor. Reque

January 1, 2026

tanyaviz
Website
Other
Data Visualization

Tanya Shapiro Home About Talks Blog Projects Talks Categories All (7) Observable (1) Python (1) Quarto (1) R (5) data visualization (6) gganimate (1) ggplot2 (3) plotnine (1) reactable (1) tables (1) Intro to Observable Plot This is an introductory code walk-thru with Observable Plot.

November 9, 2023

tellingstorieswithdata
Website
Other
General

Telling Stories with Data With Applications in R and Python Endorsements This clean and fun book covers a wide range of topics on statistical communication, programming, and modeling in a way that should be a useful supplement to any statistics course or self-learning program.

July 27, 2023

theanshsonkar/carto
Repository
Other
Tools
Misc

Outil carto.

theclarkeorbit.github.io
Website
Other
Machine Learning

Reading material: The tidy modeling book The tidymodels blog on conformal regression The notes of Angelopoulos The notes of Tibshirani The book of Christoph Molnar The book of Valeriy Manokhin The package of Sussman et al. Getting some data We will look at Indian trade data hosted on Kaggle for …

July 22, 2024

thedecipherist - docker developer workflow 2026
Blog
Other
Docker
Workflow

Guide workflow Docker pour devs (2026) par thedecipherist.

thegradient.pub
Website
Other
Machine Learning

A broad overview of the sub-field of machine learning interpretability; conceptual frameworks, existing research, and future directions.

November 21, 2020

themockup.blog
Website
Other
General

Data science tips brought to you by Tom Mock

September 15, 2023

thinkr.fr
Website
R
Shiny

La version 0.3.3 de golem est disponible sur le CRAN, elle propose une nouvelle approche de construction d’images docker pour le déploiement de vos

July 27, 2022

thomas-neitmann.github.io
Website
Other
Machine Learning

Streamlines the creation of common charts by taking care of a lot of data preprocessing and plot customization for the user. Provides a high-level interface for creating plots using ggplot2.

January 1, 2007

tidy-finance
Website
Other
General

An opinionated approach on empirical research in financial economics

April 1, 2023

tidyterra
Blog
R
Spatial
tidyverse

Easily work and ggplot SpatRasters - tidyterra provides tidyverse methods for terra objects and geom functions for plotting with ggplot2….

May 25, 2022

tidyverse blog - Rapp 0.3.0
Blog
R
CLI
Release

Notes de release Rapp 0.3.0 (tidyverse).

timevis
Package
R
Visualization
Timeline

timevis: Create Interactive Timeline Visualizations in R - CRAN: http://cran.

February 14, 2016

trackdown
Package
R
Collaboration
Google Docs

Collaborative writing and editing of R Markdown (or Quarto / Sweave) documents. The local .Rmd (or Quarto / .Rnw) is uploaded as a plain-text file to Google Drive. By taking advantage of the easily readable Markdown (or LaTeX) syntax and the well-known online interface offered by Google Docs, collab

January 1, 2021

training.talkpython.fm
Website
R
Shiny

Unlock lifetime access to Reactive Web Dashboards with Shiny for free, learn at your own pace, and start building real Python projects on Talk Python Training.

January 1, 2026

trypear.ai
Website
Other
Machine Learning

twitter
Social
Other
General

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Social
Other
General

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January 1, 2026

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January 1, 2026

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January 1, 2026

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January 1, 2026

tylerfolkman - cut AI agent costs 7x
Blog
Other
AI
Costs
Optimization

Comment réduire les coûts d’agents AI de 7x.

typst-in-production - crash course
Course
Other
Typst
Tutorial

Crash course Typst en production (lesson 1).

udlbook.github.io
Book
Other
General

unleash-shiny.rinterface
Website
R
Shiny

A book about deeply customizing Shiny app for production.

March 14, 2022

useR 2022 - Amelia McNamara
Video
R
Conference
Presentation

A comparison of formula and tidyverse syntaxes Amelia McNamara @AmeliaMN This talk is based on a paper I wrote, which is available as a pre-print via arXiv, https://arxiv.

February 11, 2016

useR 2022 Dashboards
Website
R
Conference
Dashboards

Slides https://agstn.github.io/UseR2022_dashboards/UseR2022_dashboards.html - agstn/UseR2022_dashboards

June 21, 2022

van der Schaar Lab
Website
Other
Machine Learning
Health

Inspiration Exchange is a series of engagement sessions aiming to share ideas and discuss the future of machine learning in healthcare.

February 11, 2026

vapour.run
Website
Other
General

Write more robust R code

January 1, 2024

vdsbook
Book
Other
General

Veridical Data Science The Practice of Responsible Data Analysis and Decision Making This is the Open Access web version of Veridical Data Science.

January 1, 2007

vetiver
Package
R
MLOps
Deployment

vincentarelbundock.github.io
Website
Other
General

What? tinytable is a small but powerful R package to draw beautiful tables in a variety of formats: HTML, LaTeX, Word1, PDF, PNG, Markdown, and Typst.

vitae
Package
R
CV
R Markdown

The vitae package makes creating and maintaining a Résumé or CV with R Markdown simple.

January 1, 2013

vllm-project/vllm
Repository
Python
AI
LLM
Inference

Moteur de serving LLM haute perf.

vllm.ai
Website
Python
AI
LLM
Inference

Site officiel vLLM.

voltrondata
Website
Other
Machine Learning

waiter
Package
R
Shiny
Loading

Loading screens and progress bars for the Shiny web framework.

wandb.ai
Website
Other
Machine Learning

Implementation of Reinforcement Learning with Human Feedback for text summarization task using CarperAI’s trlX framework. Made by Ayush Thakur using W&B

January 10, 2023

webrios App - App Store
Website
Other
General

Download webrios by James Balamuta on the App Store. See screenshots, ratings and reviews, user tips, and more apps like webrios.

January 23, 2026

whipson - maestro 1.1.0 release
Blog
R
Orchestration
Release

Release notes maestro 1.1.0 (pipelines R orchestrés).

wikicrow.ai
Website
Other
Machine Learning

A repository of high-quality, cited, automatically generated scientific articles using PaperQA by FutureHouse.

November 1, 2024

woheller69/FreeDroidWarn
Repository
Other
Security
Android
Privacy

Solutions FreeDroidWarn (warnings privacy Android).

writethedocs
Website
Other
General

As a software developer or engineer, there is a magical feeling that comes from releasing open-source code. The feeling is a mix of terror and excitement. You’re eager to tell the world about your …

August 23, 2010

xaringanthemer
Package
R
Presentations
xaringan

Give your xaringan slides some style with xaringanthemer. Easy slide and plot themes for xaringan slides.

xcorr.net
Website
Other
Machine Learning

2022 has come and gone and we’ve learned a lot about how the brain is – or isn’t – like an artificial neural network. There isn’t a single journal or venue that focuses exclusively on neuroAI so th…

January 1, 2023

yards.albert-rapp.de
Website
Other
Machine Learning
July 1, 2010

yjernite.github.io
Website
Other
Machine Learning

Imagine that you are taken with a sudden desire to understand how the fruit of a tropical tree gets transformed into chocolate bars, or want to understand the role of fever in the human body’s immune response: how would you go about finding that information? If your specific question has already bee

January 1, 2016

yohann-data.fr - SweetAlert2
Blog
R
Shiny
Tutorial
French

Article sur l’usage de SweetAlert2 dans Shiny.

youtu.be
Video
Other
General

The machine learning consultancy: https://truetheta.ioJoin my email list to get educational and useful articles: https://mailchi.mp/truetheta/true-theta-emai…

October 24, 2022

youtu.be
Video
Other
General

Tips and tricks learnt from building production {shiny} apps Monday 7th NovemberDelivered by Colin Fay, Data Scientist & R Hacker at ThinkRAbout the webinar:…

November 8, 2022

youtu.be
Video
Other
General

Learn how to use crew and callr to turn your synchronous Shiny app into an asynchronous one! 🚀 Follow-up video of my talk at the Shiny Gaterhings by @appsil…

July 31, 2023

zed 1.0 release blog
Blog
Other
Editor
Release

Annonce Zed 1.0.

zed.dev
Website
Other
General

Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.

January 28, 2026

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    :::

    NoteContributing

    Want to add a resource? Edit catalog/resources.txt and open a PR on GitHub. Each resource is a small YAML block:

    ---
    title: "Resource Title"
    type: Book
    link: https://example.com
    language: R
    category: "Statistics;Tutorial"
    description: "A brief one-sentence description shown on the card and in search."
    ---

    The description field is optional but recommended — it appears on the card and is included in the full-text search.

    See CONTRIBUTING.md for the full guide, including how resources are synced from Google Keep.

    Links to external websites are provided for convenience and informational purposes only.

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