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Version 1.2 — scikit-learn 1.7.0 documentation
algorithm="lloyd" is now faster and uses less memory. #24264 by Vincent Maladiere...roid is faster and requires less memory as it better leverages...scikit-learn.org/stable/whats_new/v1.2.html -
MiniBatchNMF — scikit-learn 1.7.0 documentation
less accurate alternative to NNDSVDa...scikit-learn.org/stable/modules/generated/sklearn.decomposition.MiniBatchNMF.html -
Prediction Intervals for Gradient Boosting Regr...
robust to outliers and overfits less. Calibration of the confidence...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_quantile.html -
Starling Flock Networks Manage Uncertainty in C...
although with less pronounced variation in m *,...values decrease and there is less of a dependence on thickness,...journals.plos.org/ploscompbiol/article -
“All the rage, all the shame." | MetaFilter
in the same areas for more or less the same awful reasons. These...www.metafilter.com/209495/All-the-rage-all-the-shame -
plot_hgbt_regression.ipynb
learning rates converge faster\n(less iterations/trees needed) but...scikit-learn.org/stable/_downloads/cb9a8a373677fb481fe43a11d8fa0e94/plot_hgbt_regression.ipynb -
ExtraTreeClassifier — scikit-learn 1.7.0 docume...
or until all leaves contain less than min_samples_split samples....scikit-learn.org/stable/modules/generated/sklearn.tree.ExtraTreeClassifier.html -
MultiTaskElasticNetCV — scikit-learn 1.7.0 docu...
Lasso) and less close to 0 (i.e. Ridge), as...scikit-learn.org/stable/modules/generated/sklearn.linear_model.MultiTaskElasticNetCV.html -
ExtraTreesClassifier — scikit-learn 1.7.0 docum...
or until all leaves contain less than min_samples_split samples....scikit-learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesClassifier.html -
3.1. Cross-validation: evaluating estimator per...
Note that: This consumes less memory than shuffling the data...happen with small datasets with less than a few hundred samples....scikit-learn.org/stable/modules/cross_validation.html