Tidymodels with Max Kuhn




The R-Podcast show

Summary: <h3>Conversation with Max Kuhn</h3> <ul> <li>Tidy models: <a href="https://github.com/tidymodels" rel="nofollow">github.com/tidymodels</a> </li> <li> <code>parsnip</code> - A tidy interface to models: <a href="https://tidymodels.github.io/parsnip/" rel="nofollow">tidymodels.github.io/parsnip/</a> </li> <li> <code>caret</code> package: <a href="http://topepo.github.io/caret/index.html" rel="nofollow">topepo.github.io/caret/index.html</a> </li> <li>Conventions for R Modeling Packages: <a href="https://tidymodels.github.io/model-implementation-principles/" rel="nofollow">tidymodels.github.io/model-implementation-principles/</a> </li> </ul> <h3>Additional <code>rstudio::conf</code> gems</h3> <ul> <li>Empowering a data team with RStudio addins (Hao Zhu): <a href="https://resources.rstudio.com/rstudio-conf-2019/empowering-a-data-team-with-rstudio-addins" rel="nofollow">resources.rstudio.com/rstudio-conf-2019/empowering-a-data-team-with-rstudio-addins</a> </li> <li> <code>pak</code>: A fresh approach to package installation: <a href="https://pak.r-lib.org/" rel="nofollow">pak.r-lib.org/</a> </li> <li>Gabor Csardi's <code>rstudio::conf</code> presentation: <a href="https://resources.rstudio.com/rstudio-conf-2019/pkgman-a-fresh-approach-to-package-installation" rel="nofollow">resources.rstudio.com/rstudio-conf-2019/pkgman-a-fresh-approach-to-package-installation</a> </li> <li>Democratizing R with Plumber APIs (James Blair): <a href="https://resources.rstudio.com/rstudio-conf-2019/democratizing-r-with-plumber-apis" rel="nofollow">resources.rstudio.com/rstudio-conf-2019/democratizing-r-with-plumber-apis</a> </li> <li>Configuration management tools for the R admin (Kelly O'Briant): <a href="https://resources.rstudio.com/rstudio-conf-2019/configuration-management-tools-for-the-r-admin" rel="nofollow">resources.rstudio.com/rstudio-conf-2019/configuration-management-tools-for-the-r-admin</a> </li> <li>The lazy and distracted report writer - using rmarkdown and parameterised reports (Mike K Smith): <a href="https://resources.rstudio.com/rstudio-conf-2019/the-lazy-and-easily-distracted-report-writer-using-rmarkdown-and-parameterised-reports" rel="nofollow">resources.rstudio.com/rstudio-conf-2019/the-lazy-and-easily-distracted-report-writer-using-rmarkdown-and-parameterised-reports</a> </li> <li>Modernizing the Clinical Trial Analysis Pipeline with R and JavaScript: <a href="https://github.com/RhoInc/RStudioConf2019-ePoster/" rel="nofollow">github.com/RhoInc/RStudioConf2019-ePoster/</a> </li> </ul> <h3>Feedback</h3> <ul> <li>Leave a comment on this episode's <a href="https://r-podcast.org/28" rel="nofollow">post</a> </li> <li>Email the show: <code>thercast[at]gmail.com</code> </li> <li>Use the R-Podcast <a href="https://r-podcast.org/contact" rel="nofollow">contact page</a> </li> <li>Leave a voicemail at <code>+1-269-849-9780</code> </li> </ul> <h3>Music Credits</h3> <ul> <li>Opening and closing themes: <strong>Training Montage</strong> by <a href="http://ocremix.org/artist/5043/willrock" rel="nofollow">WillRock</a> from the <a href="http://ocremix.org/events/returnallrobots/" rel="nofollow">Return All Robots Remix Album</a> at <a href="http://ocremix.org/" rel="nofollow">ocremix.org</a> </li> </ul>