useR2019 materials
This file contains links to materials from all tutorials, some talks and a few posters from useR 2019. For talks, the official site now has links to most slides and soon also links to videos, so you'd probably want to look there first :)
Thanks to everyone who contributed to this repo, especially Sarah Musy (@musy_n) who shared many links and @gregrs-uk who helped fix some of my mistakes! Please feel free to make a pull request, add an issue, or tweet @s_owla :)
Note: I started this repo because I found materials from rstudio::conf 2019 that @kwbroman and others collected so helpful!
Tutorials
Tuesday: Morning Tutorials and Afternoon Tutorials
Talks
Wednesday: Keynotes, Applications 1, Applications 2, Bioinformatics 1, Data handling, Education, Models 1, Movement & transport, Multivariate analysis, Reproducibility, Shiny 1, Shiny 2 and Social science, marketing & business
Thursday: Keynotes, Bioinformatics 2, Biostatistics & epidemiology, Biostatistics & epidemiology 1, Communities & conferences, Data mining, Forecasting, Models 2, Numerical methods, Open science, education & community, Operations & data products, Programming 1, Programming 2, Spatial & time series, Spatial data & maps, Text mining, Visualisation and Workflow & development
Friday: Keynotes, Big/high dimensional data, Bioinformatics & biostatistics, Biostatistics & epidemiology 2, Contribution & collaboration, Methods & applications, Model deployment, Models & methods, Performance, Shiny & web, Switching to R and Time series data
Tuesday 9th July
Tutorials
Morning-
AM1: Get up to speed with Bayesian data analysis in R: slides and exercises
Rasmus Bååth (@rabaath) -
AM2: Automatic and Explainable Machine Learning with H2O in R
Jo-Fai Chow (@matlabulous) -
AM3: Visualising High-Dimensional Data
Di Cook (@visnut) -
AM4: Extending R with C++
Dirk Eddelbuettel (@eddelbuettel) -
AM5: Hacking RStudio: Advanced Use of your Favorite IDE
Colin Fay (@_ColinFay) -
AM6: CVXR: An R Package for Disciplined Convex Optimization
Anqi Fu (@anqi_fu) and Balasubramanian Narasimhan (@b_naras); joint work with S. Boyd -
AM7: Getting the most out of Git
Colin Gillespie (@csgillespie) and Rhian Davies (@trianglegirl) -
AM8: Package Development
Jim Hester (@jimhester_), Hadley Wickham (@hadleywickham) and Jenny Bryan (@JennyBryan) -
AM9: Generalized Nonlinear Models
Heather Turner (@HeathrTurnr)
Tutorials
Afternoon-
PM1: Spatial and Spatiotemporal Data Analysis in R
Edzer Pebesma (@edzerpebesma) and Roger Bivand (@RogerBivand) -
PM2: Watch me: introduction to social media analytics
Maria Prokofieva (@m45haP) -
PM3: Keeping an exotic pet in your home! Taming Python to live in RStudio because sometimes the best language is both!
Emma Rand (@er13_r) -
PM4: bnlearn: Practical Bayesian Networks in R (clicking link downloads zip file!)
Marco Scutari -
PM5: Transformation Models
Torsten Hothorn -
PM6: Statistical Data Cleaning using R
Mark Van Der Loo (@markvdloo) and Edwin De Jonge (@edwindjonge) -
PM7: Design For Humans! A Toolkit For Creating Intuitive Modeling Packages
Davis Vaughan (@dvaughan32); joint work with M. Kuhn (@topepos) -
PM8: Docker for Data Science: R, ShinyProxy and more
Tobias Verbeke (@OpenAnalytics) -
PM9: R/exams: A One-For-All Exams Generator
Achim Zeileis (@AchimZeileis)
Wednesday 10th July
Keynotes
-
R for better science in less time; video
Julia Stewart Lowndes (@juliesquid) -
A missing value tour in R; video; related site
Julie Josse (@JulieJosseStat)
videos
Applications 1 --
Application of WRSS in Water and Energy Analysis: An object oriented R package for large-scale water resources operation; package
Rezgar Arabzadeh -
An R Package for the Distributed Hydrological Model GEOtop; package
Emanuele Cordano (@ecor) and Giacomo Bertoldi (@Ecohydro) -
Big data analysis for power plant operational data for optimizing engineering design in R / Shiny (clicking link downloads zip file!)
Friedrich-Claus Grueber -
Anomaly Detection in R; package
Priyanga Dilini Talagala (@pridiltal) -
Collective and Point Anomaly Detection in R; package
Daniel Grose
videos
Applications 2 --
Using AI and R to help improve the quality and health of your personalised food basket
Peter Jaksons (@PeterJaksons) -
Variation of patient turnover on a 30-minutes basis for 3 years: analysis of routine data of a Swiss University Hospital
Sarah N. Musy (@musy_n) -
Bridging agent-based modelling and R with nlrx: simulating pedestrian's long-term exposure to air pollution
Hyesop Shin (@hyesop) -
Simulation of the physical movement for Machine Learning with R: Simulation of Robot gait Optimization Using GA (clicking link downloads pptx file!); related repo
Hae-Yoon Jung
videos
Bioinformatics 1 --
Multi-data learning with M-ABC: extending your ABC's
Marijke Van Moerbeke -
Fast and Optimal Peak Detection in Large Genomic Data via the PeakSegDisk Package; package
Toby Hocking -
PEREpigenomics: a shiny app to visualize Roadmap Epigenomics data; app
Guillaume Devailly (@G_Devailly) -
clustDRM: an R package and Shiny app for modeling high- throughput dose-response data; package
Vahid Nassiri
videos
Data handling --
Enhancements to data tidying; code; related post
Hadley Wickham (@hadleywickham) -
n() cool #dplyr things
Romain Francois (@romain_francois) -
You don't need Spark for this - larger-than-RAM data manipulation with disk.frame; package
Zhuo Jia Dai (@evalparse) -
Data frames for grouped data: the gdata.frame package
Yves Croissant -
git2rdata: storing dataframes in a plain text format suitable for version control; package
Thierry Onkelinx
videos
Education --
Mathematical Modeling with R: Embedding Computational Thinking into High School Math Classes in the United States
Kenia Wiedemann (@keniatw) -
Teaching data science with puzzles
Irene Steves (@i_steves) -
Teaching R and statistics to higher degree research students and industry professionals
Alethea Rea -
ghclass: an R package for managing classes with GitHub; package
Colin Rundel (@rundel) -
Data Science in a Box; site; feedback form
Mine Cetinkaya-Rundel (@minebocek)
videos
Models 1 --
A Generalized Framework for Parametric Regression Splines
Georges MonetteJohn Fox -
Regularized estimation of the nominal response model
Michela Battauz -
merlin - mixed effects regression for linear and nonlinear models; package
Alessandro Gasparini (@ellessenne) -
Modern likelihood-frequentist inference with the likelihoodAsy package; package
Ruggero Bellio -
General-to-Specific (GETS) Modelling with User-Specified Estimators and Models; package
Genaro Sucarrat
videos
Movement & transport --
Navigating through the R packages for movement
Rocio Joo (@rocio_joo) -
Classes, methods and data analysis for trajectories
Mohammad Mehdi Moradi (@m2_moradi) -
Modelling spatial flows with R
Christine Thomas-Agnan -
R for Transport Planning; stplanr package; Propensity to Cycle Tool; Geocomputation with R book
Robin Lovelace (@robinlovelace)
videos
Multivariate analysis --
ClustBlock: a package for clustering datasets; package
Fabien Llobell -
ordinalClust: an R package for analyzing ordinal data; package
Margot Selosse (@mversionpenny?) -
funHDDC, a R package to cluster univariate and multivariate functional data; package
Amandine Schmutz -
Using the package
simple features
(sf) for sensitivity analysis
Maikol Solís (@maikol_solis) -
Visualizing multivariate linear models in R
Michael Friendly (@datavisFriendly)
videos
Reproducibility --
Package flextable: a grammar to produce tabular reporting from R; package
Quentin Fazilleau -
Connecting R/R Markdown and Microsoft Word using StatTag for Collaborative Reproducibility (clicking link downloads pptx file!)
Leah Welty (@leahjwelty; @openstattag) -
The "Rmd first" method: when projects start with the documentation; related blog
Sébastien Rochette (@StatnMap) -
R gnumaker: easy Makefile construction for enhancing reproducible research; package
Peter Baker
videos
Shiny 1 --
Logging and Analyzing Events in Complex Shiny Apps (clicking link downloads zip file!); package
Kamil Wais (@KamilWais) -
mwshiny: Connecting Shiny Across Multiple Windows; package
Hannah De Los Santos -
Shiny app deployment and integration into a custom website gallery
Riccardo Porreca and Roland Schmid from Mirai Solutions -
Automated Surveys and Reports for Expert Elicitation with Shiny
Machteld Varewyck
videos
Shiny 2 --
Golem: A Framework for Building Robust & Production Ready Shiny Apps; package
Vincent Guyader (@VincentGuyader) -
Art of the Feature Toggle: Patterns for maintaining and improving Shiny applications over time; code
Kelly Obriant (@kellrstats) -
Data for all: Empowering teams with scalable Shiny applications
Alexandra Turcan (@AleTurcan) and Ruan Pearce-Authers (@returnString) -
Best practices for building Shiny enterprise applications (clicking link downloads pptx file!)
Filip Stachura (@filipstachura)
videos
Social science, marketing & business --
Visualisation of open-ended interviews through qualitative coding and cognitive mapping; package
Frédéric Vanwindekens -
choicetools: a package for conjoint analysis and best-worst surveys; package
Chris Chapman -
Robust mediation analysis using the R package robmed; package
Andreas Alfons (@AndreasAlfons) -
propro: Enhancing Discovered Process Models using Bayesian Inference and MCMC; package
Gert Janssenswillen (@GJanssenswillen)
Thursday 11th July
Keynotes
-
Shiny's Holy Grail: Interactivity with reproducibility; video; shinymeta package
Joe Cheng (@jcheng) -
How Bioconductor advances science while contributing to the R language and community (clicking link downloads zip file!)
Martin Morgan
videos
Bioinformatics 2 --
Interfacing R/Bioconductor with Hail, a Spark-based platform for genomics
Michael Lawrence (@lawremi?) -
iSEE: interactive and reproducible exploration and visualization of genomics data
Federico Marini (@FedeBioinfo) -
POMA: Shiny tool for targeted metabolomic data statistical analysis and visualization
Pol Castellano-Escuder
videos
Biostatistics & epidemiology --
A Shiny Webapp for nutritional reformulation of food products according to French front-of-pack “Nutri-Score” label.
Romane Poinsot -
Using Shiny to track winter pressures in the UK National Health Service (NHS)
Fiona Grimm -
antibioticR: An R package to identify resistant populations in environmental bacteria
Thomas Petzoldt -
MR studies in R: how to use genetic information for identifying modifiable risk factors
Daniela Mariosa -
Streamlining complex analyses of in-vivo data with INVIVOLDA shiny application
Volha Tryputsen -
A shiny web application for disease mapping. Making easy the fit of spatio-temporal models.
Aritz Adin
videos
Biostatistics & epidemiology 1 --
Reproducible data science to support outbreak responses: experience from the North Kivu Ebola outbreak
Thibaut Jombart -
Advancing data analytics for field epidemiologists using R: the R4epis innovation project
Zhian Kamvar -
micemd: a smart multiple imputation R package for missing multilevel data
Vincent Audigier -
Facilitating external use with user-friendly interfaces: a health policy model case study
Iryna Schlackow -
genogeographer - a tool for ancestry informative markers
Torben Tvedebrink
videos
Communities & conferences --
R for Data Science Online Community
Dennis Irorere (@Denironyx) and Jon Harmon (@JonTheGeek) -
Insights from the recent R community development and growth in Latin America
Laura Acion (@_lacion_) -
Building Active Community at Your Place Binod Jung Bogati ([@bjungbogati) (https://twitter.com/bjungbogati)
-
AfricaR
Shel Kariuki (@Shel_Kariuki) and Dennis Irorere (@Denironyx) -
The truth about satRdays (panel session)
Noa Tamir (@noatamir), Angela Li (@CivivAngela), Gergely Daróczi (@daroczig), Riva Quiroga (@ivaquiroga), Colin Gillespie (@csgillespie) and Amy Tzu-Yu Chen (@amy17519)
videos
Data mining --
Machine Learning with R: do it with a framework
Eric Lecoutre (@EricLecoutre) -
Building and Benchmarking Automatic Machine Learning Systems
Erin Ledell (@ledell) -
mlr3: A new modular framework for machine learning with R; package
Michel Lang (@michellangts) -
mlr3pipelines: Machine Learning Pipelines as Graphs; package
Bernd Bischl
videos
Forecasting --
Flexible futures for fable functionality; package
Mitchell O'hara-Wild (@mitchoharawild) -
Feature-based Time Series Forecasting
Thiyanga Talagala -
Random forests for time series
Benjamin GoehryHui Yan -
Smooth forecasting in R
Ivan Svetunkov -
Forecast Combination in R
Eran Raviv
videos
Models 2 --
Using Rcpp* packages for easy and fast Gibbs sampling MCMC from within R
Ghislain VieilledentJeanne Clément -
A toolbox for fitting non-separable space-time log-Gaussian Cox models using R-INLA
Elias Krainski -
Adaptive Bayesian SLOPE -- High-dimensional Model Selection with Missing Values
Wei Jiang -
REndo: An R Package to Address Endogeneity Without External Instrumental Variables
Raluca Gui -
Discovering the cause: Tools for structure learning in R
Anne Helby Petersen
videos
Numerical methods --
Analysing results from Monte Carlo simulation studies using the rsimsum package and the INTEREST shiny app; package; app
Alessandro Gasparini (@ellessenne) -
Algorithmic Differentiation in R using the RcppEigenAD package
Robert Crouchley -
Describing and solving differential equations with a new domain specific language, odin
Richard Fitzjohn
videos
Open science, education & community --
Open-access software for research: beyond data analysis
Saras Windecker -
Teaching reproducible spatial analysis in R
Angela Li -
Use aRt to learn algorithms, math, and R
William Chase -
The evolution and importance of the R-Ladies São Paulo chapter in Brazil
Beatriz Milz (@BeaMilz) -
Building Active Community at Your Place
Binod Jung Bogati -
Scaling useR Communities with Engagement and Retention Models
Eyitayo Alimi
videos
Operations & data products --
How a non-profit uses R for its daily operations
Francois Michonneau (@fmic_) -
rjenkins and rrundeck: Coordinating Continuous Integration and Delivery with R
Daan Seynaeve -
Advanced Git Integrations for Automating the Delivery of Reproducible Data Products in R
Kelly Obriant -
GitHub actions for R
Verena HeldMax Held
videos
Programming 1 --
HTTP Requests For R Users and Package Developers
Scott Chamberlain @sckottie -
R and security
Colin Gillespie @csgillespie -
DRY out your workflow with the usethis package
Jennifer Bryan @JennyBryan -
Reusing tidyverse code, the easy way
Lionel Henry @_lionelhenry -
Simple Arrays
Davis Vaughan @dvaughan32
videos
Programming 2 --
Sustainable Package Development
Tomas Kalibera -
Typing R
Elie Canonici Merle -
nCompiler: C++ code-generation from R code
Perry De Valpine -
Mixed interactive debugging of R and native code with FastR and Vistual Studio Code
Zbynek Slajchrt
videos
Spatial & time series --
R in the Air
Enrico SpinielliTamara Pejovic -
Measuring inequalities from space. Analysis of satellite raster images with R
Piotr Wójcik -
SILand: an R package for estimating the spatial influence of landscape
Florence Carpentier -
Spatio-temporal Analysis of Diabrotica Emergence
Rodelyn Jaksons -
Navigating spatial data management and analysis in Sustainable Fisheries using a combined R-Python approach
Annette Scheffer -
Dealing with the change of administrative divisions over time
Kim Antunez (@robinlovelace) -
persephone, seasonal adjustment with an object-oriented wrapper for RJDmetra
Gregor De Cillia
videos
Spatial data & maps --
Strengthening of R in support of spatial data infrastructures management: geometa and ows4R packages
Emmanuel Blondel -
Resample-smoothing of Voronoi intensity estimators
Ege Rubak -
Thematic mapping with "cartography"
Timothée Giraud -
Creating privacy protecting density maps: sdcSpatial; package
Edwin De Jonge (@edwindjonge)
videos
Text mining --
{polite} - web etiquette for R users
Dmytro Perepolkin (@dmi3k) -
The R Package sentometrics to Compute, Aggregate and Predict with Textual Sentiment; package
Samuel Borms -
BibliographeR : a set of tools to help your bibliographic research; package; app
Cécile Sauder (@cecilesauder) and Jean Delmotte (@DrStagiaire) -
ggwordcloud: a word cloud geometry for ggplot2; package
Erwan Le Pennec -
Die Nutella oder Das Nutella? Grammatical Gender Prediction of German Nouns
Chung-Hong Chan (@chainsawriot) -
Implementing a Classification and Filtering App for Multilingual Facebook Comments – A Use Case Of Data For Good with R
Johannes Müller (@jj_mllr) from CorrelAid (@CorrelAid) -
queryMed: Linking pharmacological and medical knowledge using semantic Web technologies; package
Nolwenn Le Meur (@nlemeur)
videos
Visualisation --
colorspace: A Toolbox for Manipulating and Assessing Color Palettes
Achim Zeileis -
Vegawidget: Composing and Rendering Interactive Vega(-Lite) Charts
Ian Lyttle (@ijlyttle) -
Visualising high-dimensional data: new developments of the tourr package using Shiny and plotly
Ursula Laa -
xstatR: an Environment for Running R and XLISP-STAT in Docker Containers
Jim Harner
videos
Workflow & development --
Transitioning between various RMarkdown packages for workflow optimization in academic research; a graduate student's perspective.
Brent Thorne -
An Approach to Project Workflow for Professional Biostatistical Services
Paul Stevenson -
ropsec: a package for easing operations security for the R user
Ildiko Czeller (@czeildi) -
compareWith - user-friendly diff viewing and VCS interaction; package
Nicoletta Farabullini -
goodpractice - A Tool for Good Package Development; package
Hannah Frick (@hfcfrick) -
rt - R Tools for the Command Line; package
Jakob Richter (@jakob-r)
Friday 12th July
Keynotes
-
Tools for Model-Based Clustering in R; package
Bettina Grün -
'AI for Good' in the R and Python ecosystems; video
Julien Cornebise (@JCornebise)
videos
Big/high dimensional data --
prVis: a Novel Method for Visual Dimension Reduction; package
Norman Matloff (@matloff), Tiffany Jiang, Wenxuan Zhao and Robert Tucker -
PLS for Big Data: A Unified Parallel Algorithm for Regularized Group PLS; package
Benoit Liquet -
multiDA and genDA: Discriminant analysis methods for large scale and complex datasets; genDA package; multiDA package
Sarah Romanes (@sarah_romanes) -
compboost: Fast and Flexible Component-Wise Boosting Framework; package
Daniel Schalk (@daniel_schalk) -
How to speed-up VSURF (Variable Selection Using Random Forests)?; package
Robin Genuer (@rgenuer)
videos
Bioinformatics & biostatistics --
rGSAn: a R package dedicated to the gene set analysis using semantic similarity measures.
Aarón Ayllón-BenítezPatricia Thebault -
Pathway-VisualiseR: An Interactive Web Application for Visualising Gene Networks
Goknur GinerAlexandra Garnham -
Compiling a global database of sapflow measurements with R: Workflow and tools for the SAPFLUXNET database
Víctor Granda -
Bayesian sequential integration within a preclinical PK/PD modeling framework using rstan package: Lessons learned
Fabiola La Gamba -
VICI: a Shiny app for accurate estimation of Vaccine Induced Cellular Immunogenicity with bivariate modeling
Boris Hejblum -
Tools for 3D/4D interactive visualisation of cells and biological tissue
Marion Louveaux -
Analysis of laboratory test requests in a university hospital: A Shiny App for association analysis as a demand management tool
Deniz Topcu
videos
Biostatistics & epidemiology 2 --
Implementation and analysis design of an adaptive-outcome trial in R
Alessio Crippa (@AlessioCrippa) and the ProBio Team (@ProBioTrial) -
Advances in dose-response analysis
Christian RitzJens C. Streibig -
The next generation of the survival package
Terry Therneau -
A flexible approach to time-to-event data analysis using case-base sampling
Jesse Islam -
The R package mixmeta: an extended mixed-effects framework for meta-analysis
Antonio Gasparrini
videos
Contribution & collaboration --
How to win friends and write an open-source book
Jakub Nowosad (@jakub_nowosad) and Robin Lovelace (@robinlovelace) -
Making sense of CRAN: Package and collaboration networks
Ioannis Kosmidis -
RWsearch: a package for CRAN users and task view maintainers
Patrice Kiener -
Translating datasets using "datalang": the development of "datos" package for the R4DS Spanish translation
Riva Quiroga -
R Consortium Working Groups
Joseph Rickert
videos
Methods & applications --
fxtract - Feature Extraction from Grouped Data
Quay Au -
Spatial Optimisation with OSRM and R
Megan Beckett (@mbeckett_za) -
Anomaly detection in trivago
Peter Brejcak -
Using R and the Tidyverse to Play Fantasy Baseball
Angeline Protacio -
Optimizing children sleeping time using regression and machine learning
Alicja Fras
videos
Model deployment --
Machine Learning Infrastructure at Netflix
Savin Goyal -
Deploying machine learning models at scale
Angus Taylor -
Serverless Computing for R
Christoph Bodner and Thomas Laber -
A DevOps process for deploying R to production
David Smith (@revodavid) -
Authentication and authorization in plumber with the sealr package; package; demo
Friedrike Preu (@ameisen_strasse)
videos
Models & methods --
Adjusting reviewer scores for a fairer assessment via multi-faceted Rasch modelling
Caterina Constantinescu -
Penalized regressions to study multivariate linear models : the VariSel package.
Marie Perrot-Dockès -
Maximum spacing estimation, a new method in fitdistrplus
Christophe Dutang -
rama: an R interface to the GAMA agent-based modeling platform
Marc Choisy -
RcppGreedySetCover: Scalable Set Cover
Kaeding Matthias -
The GPareto and GPGame packages for multi and many objective Bayesian optimization
Mickaël Binois
videos
Performance --
pak: a fresh approach to package installation; package
Gábor Csárdi ([@GaborCsardi �](https://twitter.com/GaborCsardi �)) -
Summary of developments in R's data.table package; package; wiki; benchmark
Arun Srinivasan (@arun_sriniv) -
Real-time file import with the vroom package
Jim Hester (@jimhester_) -
A Future for R: Simplified Parallel and Distributed Processing; package
Henrik Bengtsson (@henrikbengtsson) -
FastRCluster: running FastR from GNU-R
Stepan Sindelar
videos
Shiny & web --
Native Chrome Automation using R; package
Christophe Dervieux (@chrisderv) and Romain Lesur (@RLesur) -
Our journey with Shiny : some packages to enhance your applications
Victor Perrier (@_pvictorr) and Fanny Meyer (@_mfaan) -
auth0: Secure Authentication in Shiny with Auth0; package
Julio Trecenti (@jtrecenti) -
Packaging shiny applications
Maxim Nazarov -
Photon: Building an electron-shiny app using a simple RStudio add in; photon package; electron quick start repo
Abbas Rizvi from Columbus Collaboratory (@cbuscollab) -
Visualizing Huge Amounts of Fleet Data using Shiny and Leaflet; demo
Andreas Wittmann (@wittmaan1)
videos
Switching to R --
The transition from conventional tools in banking to R
Balazi Peter -
R++, a new Graphical User Interface for R
Christophe Genolini -
R in Pharma: A tailored approach to converting programmers to R in an industry resistant to change; package
Kieran Martin -
Community Driven Data Science in Insurance
Kevin Kuo (@kevinykuo) -
unconfUROS and one of its outputs vornoiTreemap; unconfUROS2019 repo
Alexander Kowarik (@alexkowa) -
An R implementation of a model-based estimator – a UK case study
Konstantinos Soulanis -
Using advanced R packages for the visualisation of clinical data in a cancer hospital setting
Roxane Legaie (@RoxaneLegaie)
videos
Time series data --
timeseriesdb - Manage, Process and Archive Time Series with R and PostgreSQL; package
Matthias Bannert (@whatsgoodio) -
A feast of time series tools; package
Rob Hyndman (@robjhyndman) -
tsbox: Class-Agnostic Time Series; package; cheatsheet
Christoph Sax (@christoph_sax) -
RJDemetra: an R interface to JDemetra+ seasonal adjustment software; package
Alain Quartier-La-Tente -
Experiences from dealing with missing values in sensor time series data; package
Steffen Moritz
Posters
R package development using Gitlab CI/CD
Jean-Francois Rey (@jfrey_official)
Shiny-Powered e-Learning Platform to Teach Calcium and Phosphate Homeostasis
David Granjon (@divadnojnarg)
Using Fridges to Balance the Electricity Grid
Ellen Webborn (@EllenWebborn)
Quantifying the impact of tree choice in metagenomics differential abundance studies with R
Antoine Bichat (@_abichat)