Tidymodels

Emil Hvitfeldt
The tidymodels ecosystem now fully supports sparse data as input, output, and in creation.
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2025/03/19

Max Kuhn
A summary of the goings on for the tidymodels group in later 2024 and early 2025.
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2025/02/27

Emil Hvitfeldt
orbital 0.3.0 is on CRAN! orbital now has classification support.
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2025/01/13

Simon Couch, Hannah Frick, and Max Kuhn
The tidymodels team has been hard at work on postprocessing, a set of features to adjust model predictions. The functionality includes a new package as well as changes across the framework.
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2024/10/08

Emil Hvitfeldt
recipes 1.1.0 is on CRAN! recipes now have better input checking and quality of life errors.
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2024/07/08

Simon Couch
A new release of the parsnip extension package bonsai introduces support for oblique random forests for classification and regression to tidymodels.
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2024/06/25

Hannah Frick
The tidymodels team has been busy working on all sorts of new features across the framework.
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2024/04/24

Simon Couch
While we’ve written about survival analysis and machine learning fairness already, the newest tune release includes a number of other major changes.
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2024/04/18

Hannah Frick
Recent releases integrate survival analysis into tidymodels. This now unlocks the framework for censored regression and provides modeling capabilities for time-to-event data.
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2024/04/03