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IsotonicRegression — scikit-learn 1.7.2 d...
1 , .2 ]) array([1.8628, 3.7256]) fit (...n_samples = 10 , n_features = 1 , random_state = 41 ) >>>...scikit-learn.org/stable/modules/generated/sklearn.isotonic.IsotonicRegression.html -
make_swiss_roll — scikit-learn 1.7.2 docu...
algorithm is from Marsland [1]. References [ 1 ] S. Marsland, “Machine...from Stephen Marsland’s code [1]. Parameters : n_samples int,...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_swiss_roll.html -
ledoit_wolf — scikit-learn 1.7.2 document...
regularized (shrunk) covariance is: (1 - shrinkage) * cov + shrinkage...scikit-learn.org/stable/modules/generated/sklearn.covariance.ledoit_wolf.html -
TimeSeriesSplit — scikit-learn 1.7.2 docu...
array ([[ 1 , 2 ], [ 3 , 4 ], [ 1 , 2 ], [ 3 , 4 ], [ 1 , 2 ], [...index=[0] Test: index=[1] Fold 1: Train: index=[0 1] Test: index=[2]...scikit-learn.org/stable/modules/generated/sklearn.model_selection.TimeSeriesSplit.html -
AnnotationAwareOrderComparator (Spring Framewor...
1 Author: Juergen Hoeller, Oliver...sorting for lists with size 0 or 1, in order to avoid unnecessary...docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/core/annotation/Anno... -
HDBSCAN — scikit-learn 1.7.2 documentation
means 1 unless in a joblib.parallel_backend context. -1 means.... labels_ ) . tolist () [-1, 0, 1, 2, 3, 4, 5, 6, 7] dbscan_clustering...scikit-learn.org/stable/modules/generated/sklearn.cluster.HDBSCAN.html -
MLPRegressor — scikit-learn 1.7.2 documen...
returns f(x) = 1 / (1 + exp(-x)). ‘tanh’, the hyperbolic...random_state = 1 , max_iter = 2000 , tol = 0.1 ) >>>...scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPRegressor.html -
empirical_covariance — scikit-learn 1.7.2...
>>> X = [[ 1 , 1 , 1 ],[ 1 , 1 , 1 ],[ 1 , 1 , 1 ], ... [ 0 ,...scikit-learn.org/stable/modules/generated/sklearn.covariance.empirical_covariance.html -
HistGradientBoostingRegressor — scikit-le...
scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...version 1.1: Added option ‘quantile’. Changed in version 1.3: Added...scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingRegressor.html -
LocalOutlierFactor — scikit-learn 1.7.2 d...
() array([[1., 0., 1.], [0., 1., 1.], [1., 0., 1.]]) predict...fit_predict ( X ) array([ 1, 1, -1, 1]) >>> clf . neg...scikit-learn.org/stable/modules/generated/sklearn.neighbors.LocalOutlierFactor.html