Paper #399
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Paper #399
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bblodfon
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Dec 9, 2024
bblodfon
reviewed
Dec 9, 2024
bblodfon
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Dec 9, 2024
bblodfon
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Dec 9, 2024
bblodfon
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bblodfon
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@sebffischer I finished a first re-writing and text improvement
be-marc
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Dec 16, 2024
be-marc
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Dec 16, 2024
RaphaelS1
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Feb 4, 2025
mb706
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Feb 16, 2025
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Mostly a few small fixes; if you disagree with any of these you can also ignore, I don't have a strong opinion on most of the ones that are not just typo fixes.
I think a compact description of what exactly mlr3extralearners does is missing: It is our way of connecting many different ML packages to mlr3, where we are trying to be agile and offer a large variety, at the cost of not doing the normal CRAN package release cycle.
paper/paper.md
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| The package currently wraps **85 different learning algorithms** from many different R packages, for tasks such as classification, regression, and survival analysis. | ||
| This enables users to seamlessly access and utilize these learners directly within their workflows. | ||
| It also facilitates large-scale empirical benchmark experiments, leveraging the `mlr3` framework's parallelization and optimization capabilities [@benchlargescale] as well as enabling efficient hyperparameter tuning [@bischl2023]. | ||
| An overview of all `mlr3` learners, including those introduced through `mlr3extralearners`, is available on the [mlr3 website](https://mlr-org.com/learners.html). |
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consider making this a reference or footnote, not a link. When I render the pdf, the link is not visible as such.
Co-authored-by: mb706 <[email protected]>
Co-authored-by: mb706 <[email protected]>
Co-authored-by: mb706 <[email protected]>
Co-authored-by: mb706 <[email protected]>
Co-authored-by: mb706 <[email protected]>
Co-authored-by: mb706 <[email protected]>
Co-authored-by: mb706 <[email protected]>
Co-authored-by: mb706 <[email protected]>
Co-authored-by: mb706 <[email protected]>
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.github/workflows/draft-pdf.ymlfile which renders the paper inpdf(see example github action output), we should remove upon merging