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sklearn.feature_extraction.FeatureHasher — scik...
-1., 0., -1., 0., 1.], [ 0., 0., 0., -1., 0., -1., 0., 0.],...0.], [ 0., -1., 0., 0., 0., 0., 0., 1.]]) Methods fit ([X, y])...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.FeatureHasher.html -
sklearn.linear_model.Lasso — scikit-learn 1.4.2...
1 ) >>> clf . fit ([[ 0 , 0 ], [ 1 , 1 ], [ 2 , 2...* || W || _11 where \(||W||_{1,1}\) is the sum of the magnitude...scikit-learn.org/stable/modules/generated/sklearn.linear_model.Lasso.html -
2.1. Gaussian mixture models — scikit-learn 1.4...
1. Gaussian mixture models 2.1.1. Gaussian Mixture 2.1.2....Gaussian Mixture 2.1.2.1. The Dirichlet Process 2.1. Gaussian mixture...scikit-learn.org/stable/modules/mixture.html -
sklearn.datasets.make_blobs — scikit-learn 1.4....
scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...2) >>> y array([0, 0, 1, 0, 2, 2, 2, 1, 1, 0]) >>> X , y = make_blobs...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_blobs.html -
Putting it all together — scikit-learn 1.4.2 do...
arange ( 1 , pca . n_components_ + 1 ), pca . explained_variance_ratio_...y_pred [ i ]] . rsplit ( " " , 1 )[ - 1 ] true_name = target_names...scikit-learn.org/stable/tutorial/statistical_inference/putting_together.html -
sklearn.semi_supervised.LabelSpreading — scikit...
means 1 unless in a joblib.parallel_backend context. -1 means...Menu Prev Up Next scikit-learn 1.4.2 Other versions Please cite...scikit-learn.org/stable/modules/generated/sklearn.semi_supervised.LabelSpreading.html -
sklearn.neighbors.KernelDensity — scikit-learn ...
log_density array([-1.52955942, -1.51462041, -1.60244657]) Methods...Menu Prev Up Next scikit-learn 1.4.2 Other versions Please cite...scikit-learn.org/stable/modules/generated/sklearn.neighbors.KernelDensity.html -
sklearn.metrics.silhouette_samples — scikit-lea...
The best value is 1 and the worst value is -1. Values near 0 indicate...Menu Prev Up Next scikit-learn 1.4.2 Other versions Please cite...scikit-learn.org/stable/modules/generated/sklearn.metrics.silhouette_samples.html -
sklearn.model_selection.GroupKFold — scikit-lea...
index=[0 1 4 5], group=[0 0 3 3] Fold 1: Train: index=[0 1 4 5],...scikit-learn 1.4 Release Highlights for scikit-learn 1.4 Visualizing...scikit-learn.org/stable/modules/generated/sklearn.model_selection.GroupKFold.html -
sklearn.linear_model.PassiveAggressiveClassifie...
default=1.0 Maximum step size (regularization). Defaults to 1.0. fit_intercept...means 1 unless in a joblib.parallel_backend context. -1 means...scikit-learn.org/stable/modules/generated/sklearn.linear_model.PassiveAggressiveClassifier.html