Encoding and Scaling

May 20, 2025 | Giuseppe Casalicchio

JavaScript is required to unlock solutions. Please enable JavaScript and reload the page, or download the source files from GitHub and run the code locally. Goal Learn how to do preprocessing steps directly on a mlr3 Task object and how to combine a preprocessing with a learner to create a ... [Read more...]

logrx 0.4.0: logs for your R programs

May 18, 2025 | Ben Straub

Introducing logrx 0.4.0: Enhanced Logging for Your R Programs The A Logging Utility Focus on Clinical Trial Programming Workflows • logrx A Logging Utility Focus on Clinical Trial Programming Workflows • logrx {logrx} R package facilitate... [Read more...]

15 New Books added to Big Book of R

May 18, 2025 | Oscar

I’m very excited to announce that 6 English-language books and 9 Portuguese books have been added to the collection of over 400 free, open-source R programming books. Many thanks to Bruno Mioto for the submission of the Portuguese books. As a reminder, there is also a Spanish-language chapter with 15 … The post 15 New ... [Read more...]

User parameters for Shiny applications

May 15, 2025 | Jason Bryer

tl;dr Once the login package is installed, you can run two demos using the following commands: shiny::runApp(paste0(find.package('login'), '/user_params/')) https://github.com/jbryer/login/blob/main/inst/user_params/app.R shiny::runApp(paste0(fi...
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Deep dive into Bayesian Optimization

May 15, 2025 | Giuseppe Casalicchio

JavaScript is required to unlock solutions. Please enable JavaScript and reload the page, or download the source files from GitHub and run the code locally. Goal After this exercise, you should be able to navigate the building blocks of Bayesian optimization (BO) using bbotk and mlr3mbo for general black ... [Read more...]

maestro 0.6.0

May 14, 2025 | Will Hipson

There are a bunch of new features to share as part of the 0.6.0 release of maestro: maestroFlags tag and accompanying get_flags() function for tagging pipelines. maestroPriority tag for determining the order in which simultaneously schedul...
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Nested Resampling

May 14, 2025 | Giuseppe Casalicchio

JavaScript is required to unlock solutions. Please enable JavaScript and reload the page, or download the source files from GitHub and run the code locally. Goal After this exercise, you should be able to understand the importance of nested resampling when tuning ML algorithms to avoid overtuning of HPs and ... [Read more...]

Tuning

May 13, 2025 | Giuseppe Casalicchio

JavaScript is required to unlock solutions. Please enable JavaScript and reload the page, or download the source files from GitHub and run the code locally. Goal After this exercise, you should be able to define search spaces for learning algorithms and apply different hyperparameter (HP) optimization (HPO) techniques to search ...
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