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Autors principals: Ludvig Renbo Olsen, Claude
Format: Recurso digital
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Publicat: Zenodo 2026
Accés en línia:https://doi.org/10.5281/zenodo.19890321
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author Ludvig Renbo Olsen
Claude
author_facet Ludvig Renbo Olsen
Claude
contents <ul> <li>Generalizes remapping workflow for better path validation and error handling.</li> <li>Fixes <em>expected sensitivity</em> for numerically specified probability thresholds in the <code>predict</code> and <code>validate</code> commands.</li> <li>Fixes multiple typos and minor bugs. These did not affect the CLI tool.</li> <li>Adds <code>--feature_categories</code> to <code>cross_validate</code> and <code>train_model</code> for including or excluding LIONHEART cell type categories in custom modeling. Thanks @jingpingQ for the request in #5.</li> <li>Updates feature category exclusion syntax to <code>--feature_categories exclude <category> ...</code> and adds validation for invalid or empty selections.</li> <li>Improves validation and error messages for train-only dataset indices.</li> <li>Bumps <code>generalize</code> dependency to <code>0.3.1</code>.</li> <li>Bumps <code>utipy</code> dependency to <code>1.1.0</code>.</li> <li>Bumps <code>nattrs</code> dependency to <code>0.2.3</code>.</li> </ul>
format Recurso digital
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institution Zenodo
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publishDate 2026
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record_format zenodo
spellingShingle BesenbacherLab/lionheart: lionheart 2.2.0
Ludvig Renbo Olsen
Claude
<ul> <li>Generalizes remapping workflow for better path validation and error handling.</li> <li>Fixes <em>expected sensitivity</em> for numerically specified probability thresholds in the <code>predict</code> and <code>validate</code> commands.</li> <li>Fixes multiple typos and minor bugs. These did not affect the CLI tool.</li> <li>Adds <code>--feature_categories</code> to <code>cross_validate</code> and <code>train_model</code> for including or excluding LIONHEART cell type categories in custom modeling. Thanks @jingpingQ for the request in #5.</li> <li>Updates feature category exclusion syntax to <code>--feature_categories exclude <category> ...</code> and adds validation for invalid or empty selections.</li> <li>Improves validation and error messages for train-only dataset indices.</li> <li>Bumps <code>generalize</code> dependency to <code>0.3.1</code>.</li> <li>Bumps <code>utipy</code> dependency to <code>1.1.0</code>.</li> <li>Bumps <code>nattrs</code> dependency to <code>0.2.3</code>.</li> </ul>
title BesenbacherLab/lionheart: lionheart 2.2.0
url https://doi.org/10.5281/zenodo.19890321