1489295
doi
10.5281/zenodo.1489295
oai:zenodo.org:1489295
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Wesley A
hagax8/ugtm: ugtm v2.0.0
Héléna A. Gaspar
King's College London
url:https://github.com/hagax8/ugtm/tree/2.0.0
info:eu-repo/semantics/openAccess
Other (Open)
ugtm v2.0.0
Enhancements
<p>sklearn-compatible classes were added in the ugtm_sklearn unit:</p>
<ol>
<li>eGTM: GTM transformer</li>
<li>eGTC: GTM classifier</li>
<li>eGTR: GTM regressor</li>
</ol>
Docs
<p>The docs were updated to include altair visualizations, sklearn-compatible classes, and several case studies.</p>
Backward-incompatible changes
<ul>
<li>The regularization hyperparameter "l" was replaced by "regul" (pep8: "l" is ambiguous).</li>
<li>Default GTM hyperparameters are k=16, m=4, s=0.3, l=0.1.</li>
</ul>
Zenodo
2018-11-15
info:eu-repo/semantics/other
1256964
2.0.0
1579894042.653982
5044598
md5:e5f621ccc5cd6fcfa9d72d119a1809fe
https://zenodo.org/records/1489295/files/hagax8/ugtm-2.0.0.zip
public
https://github.com/hagax8/ugtm/tree/2.0.0
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10.5281/zenodo.1256964
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