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ridge_regression — scikit-learn 1.7.2 doc...
0 ] - 1.0 * X [:, 1 ] + 0.1 * rng . standard_normal...>>> coef array([ 1.97, -1., -2.69e-3, -9.27e-4 ]) >>>...scikit-learn.org/stable/modules/generated/sklearn.linear_model.ridge_regression.html -
img_to_graph — scikit-learn 1.7.2 documen...
1], [0, 0, 0, 1], [0, 1, 1, 1]]) On this page...np . array ([[ 0 , 0 ], [ 0 , 1 ]]) >>> img_to_graph...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.image.img_to_graph.html -
label_ranking_loss — scikit-learn 1.7.2 d...
1 ], [ 1 , 0.2 , 0.1 ]] >>> label_ranking_loss...>>> y_true = [[ 1 , 0 , 0 ], [ 0 , 0 , 1 ]] >>> y_score...scikit-learn.org/stable/modules/generated/sklearn.metrics.label_ranking_loss.html -
dict_learning — scikit-learn 1.7.2 docume...
1 ( U , V ) with || V_k || _2 = 1 for all 0 <=...means 1 unless in a joblib.parallel_backend context. -1 means...scikit-learn.org/stable/modules/generated/sklearn.decomposition.dict_learning.html -
inplace_csr_row_normalize_l2 — scikit-lea...
1 , 2 , 3 ]) >>> data = np . array ([ 1.0 , 2.0...0. ], [0. , 0. , 1. , 0. ], [0. , 0. , 0. , 1. ]]) On this page...scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs_fast.inplace_csr_row_normaliz... -
oas — scikit-learn 1.7.2 documentation
References [ 1 ] ( 1 , 2 ) “Shrinkage algorithms...The regularised covariance is: (1 - shrinkage) * cov + shrinkage...scikit-learn.org/stable/modules/generated/oas-function.html -
MinCovDet — scikit-learn 1.7.2 documentation
algorithm: (n_samples + n_features + 1) / 2 * n_samples . The parameter...parameter must be in the range (0, 1]. random_state int, RandomState...scikit-learn.org/stable/modules/generated/sklearn.covariance.MinCovDet.html -
GraphicalLasso — scikit-learn 1.7.2 docum...
1 ], ... [ 0.0 , 0.0 , 0.1 , 0.7 ]]) >>>...the data X . Added in version 1.3. tol float, default=1e-4 The...scikit-learn.org/stable/modules/generated/sklearn.covariance.GraphicalLasso.html -
TruncatedSVD — scikit-learn 1.7.2 documen...
Added in version 1.1. power_iteration_normalizer {‘auto’,...more details. Added in version 1.1. random_state int, RandomState...scikit-learn.org/stable/modules/generated/sklearn.decomposition.TruncatedSVD.html -
unique_labels — scikit-learn 1.7.2 docume...
unique_labels ([ 1 , 2 , 3 , 4 ], [ 2 , 2 , 3 , 4 ]) array([1, 2, 3, 4])...unique_labels ([ 1 , 2 , 10 ], [ 5 , 11 ]) array([ 1, 2, 5, 10, 11])...scikit-learn.org/stable/modules/generated/sklearn.utils.multiclass.unique_labels.html