Max Kuhn’s Tweets

). Mayor of Crazytown. Tweets are my own. Will probably ignore questions that belong on StackOverflow.

Krakoaappliedpredictivemodeling.comJoined February 2018

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11.4K Followers

Max Kuhn’s Tweets

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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...

Jan 12

@juliasilge

and I are working on the print version of Tidy Modeling with R (tmwr.org) for

@OReillyMedia

. We hope to have it in your hands year. #rstats

tmwr.org

Tidy Modeling with R

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Our session on #regression models in #rstats together with: Tobias Schoch Hannah Frick

Pierre Masselot

Agustin Calatroni

Regression Models Thursday

A beautiful Connecticut day, perfect for a nice event

THE

talking about presentations with

After seeing a few negative hot takes on #Rstudio ➡️ #posit… I have zero reservations that this will mean less R work from us now or in the future. Opening a new market for us means that we can do more overall (including more R). ➕🐍 != ❎®️ #rstudioconf2022

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RStudio

· Jul 27

We are excited to announce that RStudio, PBC will become Posit, PBC in October! More information here: rstudio.com/blog/rstudio-i

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sharing that they design tidymodels to make it hard to do the wrong thing, protecting you from making silent but bad choices. Like

@drob

says, they want you to be able to focus on the scientific and statistical questions #rstudioconf2022 Varianceexplained.org/r/sliced-ml/

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Now we have

and

to talk to us about machine learning and model ops. #rstudioconf2022 #rstudioconf #rstats #positconf2022

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An intro to tidyclust📦: 1. Set-up as a separate package for seamless analysis & works neatly with tidymodels! 2. Tons of simple cool functions to easily do cluster analysis! 3. Tell

@Emil_Hvitfeldt

what else you want on the 📦! #RStudioConf2022 #rstats

Really enjoyed

talk introducing {workboots} for building prediction intervals when working with any #tidymodels supported models. As a bonus, also can calculate bootstrapped variable importance! #rstudioconf2022

There's now a free site to publish Quarto docs online: QuartoPub.com.

@thomas_mock

suggests signing up quickly to get your preferred user name 😀 #RStudioConf2022 #RStudioConf #rstats

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Jul 28

It is so great to have everyone together! Thank you for everything.

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Julia Silge

@juliasilge

· Jul 28

What a group!!

Thank you so much to these folks (and the ones who couldn’t make our photo) for everything they did running our tidymodels workshop at #rstudioconf2022

Group photo of (most of) the folks who taught the tidymodels workshop at rstudio::conf 2022

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🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 WE NOW HAVE SHINY FOR P*THON 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨

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Thank you

and

for the fantastic keynote. Learn more about tidymodels: tmwr.org tidymodels.org Tune into

@isabelizimm

's talk, Demystifying MLOps, today at 11:40am EDT to learn more about vetiver, a framework for MLOps in Python and R.

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RStudio

· Jul 27

#RStudioConf Keynote starting soon: "Good practices for applied machine learning""presented by @juliasilge and @topepos Learn how tidymodels promotes ergonomic, effective, and safe modeling practice. July 27 @ 9am EDT Room: Potomac A+B Live stream: rstudio.com/conference/str

Text: rstudio::conf(2022) talk "Good practices for applied machine learning" by Julia Silge and Max Kuhn, July 25-28th Washington, D.C. register at rstd.io/conf. The image of the National Harbor ferris wheel is in the background and the speakers' photos are shown next to their names.

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Wondering what's happening in the pkg dev workshop at #rstudioconf? Let me channel my inner

@asmae_toumi

and tell you a story.

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Kara Woo

@kara_woo

· Jul 26

Replying to @hspter

It is so early but for @juliasilge and @topepos I will do it

Jul 21

Very nice logo!

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Kelly Bodwin

@KellyBodwin

· Jul 21

Oh, and very importantly: the {tidyclust} hex! Find me at #rstudioconf2022 for one before I run out!

twitter.com/Emil_Hvitfeldt…

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Jul 21

Join us either way 👍

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RStudio

· Jul 21

Can't make it to D.C. but want that #rstudioconf vibe?

Join Discord to chat with attendees, enjoy fun events, & more!

On July 27-28, go to the conf site to watch the live streams.

Discord sign up: rstudio.com/conference/

Virtual conf info: rstudio.com/blog/rstudio-c

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Open laptop with a rstudio conf 2022 desktop image in a room with plants, picture frames, mug

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Jul 19

We need to make another account just to showcase this masterpiece of photography

A lot of work went into these releases. Thanks to the whole team! The section on non-standard recipe roles is pretty interesting if you use those.

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Emil Hvitfeldt

@Emil_Hvitfeldt

· Jul 19

The last quarter involved 25

releases of tidymodels packages for modeling in #rstats in Q2! A lot of work on case weights, check out our roundup post to see the highlights: tidyverse.org/blog/2022/07/t

I started learning R a few years ago, have worked super hard to expand and share my knowledge, and now get to do this 😍 #rstudioconf #rstudioconf2022

Banner describing talk at the 2022 RStudio conference: cultivating your own R ecosystem as a solo contributor

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Emilio L. Cano and 8 others

Jul 13

Sooooo excited for our new #rstats book

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O'Reilly Media

@OReillyMedia

· Jul 13

[NEW RELEASE] Tidy Modeling with R, by @topepos @juliasilge -- This book provides a practical introduction to how to use R software to create models, focusing on a dialect of the R programming language called the tidyverse. oreil.ly/Amf3I #OReillyExperts #NewBook

⁉️ Aún no conoces a los ponentes invitados del I Congreso y XII Jornadas de Usuarios de R 2022 en Córdoba? 👀👇👇

@quierodata

@dr_xeo

@robinson_es

#XavierDeBlas 📌encuentra mas info en 👉 r-es.org/12jr/ #XIIJres

A Beginner's Introduction to Mixed Effects Models | Meghan Hall

Jul 8

We are going to miss her so much.

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Sad news. Our beloved Artemis has passed away.

I've got a new post up on the tidymodels website! How to assess areal estimates of quantities using models built on point data across multiple spatial scales, using the new {spatialsample} #rstats package: tidymodels.org/learn/work/mul #rspatial

A map of New York State, broken up into thirty hexagons, used for leave-one-block-out cross validation

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A graph of two loss functions, RMSE and MAE, as measured at multiple scales of spatial aggregation

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...and it's now supported in the tidymodels via the bonsai #rstats package.😜 The package's website, for those interested: bonsai.tidymodels.org

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Guolin Ke

@guolin_ke

· Jun 30

LightGBM is in the top 10 of the NeurIPS papers in recent 5 years, scholar.google.com/citations?hl=e

#quartotip 5: Use the output-location chunk option to control where code output is shown: - fragment: delayed - slide: in the next slide - column: in the next column - column-fragment: delayed + in the next column Read more: mine-cetinkaya-rundel.github.io/quarto-tip-a-d

Slide with content presented in two columns. On the left is the code, which has the chunk options output-location: column as well as fig-width: 6 and fig-height: 4. The code uses ggplot2 to create a scatterplot of penguin bill depth vs. length, colored by species. On the right is output showing this plot.

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I really enjoyed going to this #rstats conference a few years ago!

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CoRdoba::R Users

@CoRdoUsers

· Jul 1

Ya está abierta la plataforma para las inscripciones y envío de comunicaciones del I Congreso y XII Jornadas de Usuarios de R 2022!!

Encuentra toda la información aquí

r-es.org/12jr/ #XIIJRes @R_Hisp @Univcordoba

I recently learned a lot about mixed effects models, and since I can’t share the (confidential, boring) details of the model I built for work, I made a silly hockey example instead! A beginner’s intro to mixed effects models and running them in #rstats:

meghan.rbind.io

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📢 {spatialsample} 0.2.0 is now on CRAN! 📢 spatialsample is a tidymodels extension package making it easy to perform spatial cross-validation techniques to address autocorrelation in your data More info on the tidyverse blog: tidyverse.org/blog/2022/06/s #rstats #rspatial #gischat

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There is a ✨new✨ tidymodels package for resampling spatial data ready to be tried out and used! 🗺 If you give spatialsample a try and have any feedback, we would love to hear it: spatialsample.tidymodels.org #rstats

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📦censored 0.1.0 is on CRAN 📦 censored is a parsnip extension package for survival models! #rstats censored.tidymodels.org

Great package and 💯hex #useR2022 talk by

@hfcfrick

tomorrow!

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Ali Guner

@AliGunerMD

· Jun 22

I finally found the package I've been waiting for a long time.

@hfcfrick @Emil_Hvitfeldt @topepos and all contributors.

#RStats #survival #tidymodels censored.tidymodels.org

It is INCREDIBLE what Mike has accomplished during this summer internship so far, and this new release of spatialsample has a ton of new functionality 👀

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Mike Mahoney

@MikeMahoney218

· Jun 21

{spatialsample} 0.2.0 is now on CRAN!

spatialsample is a tidymodels extension package making it easy to perform spatial cross-validation techniques to address autocorrelation in your data More info on the tidyverse blog: tidyverse.org/blog/2022/06/s #rstats #rspatial #gischat

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