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inplace_csr_column_scale — scikit-learn 1.7.1 d...
1 , 2 , 2 ]) >>> data = np . array ([ 8 , 1 , 2 , 5 ])...csr . todense () matrix([[8, 1, 2], [0, 0, 5], [0, 0, 0], [0,...scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs.inplace_csr_column_scale.html -
euclidean_distances — scikit-learn 1.7.1 docume...
1 ], [ 1 , 1 ]] >>> # distance between...(n_samples_Y,) or (n_samples_Y, 1) or (1, n_samples_Y), default=None...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.euclidean_distances.html -
Gradient Boosting regularization — scikit-learn...
random_state = 1 ) # map labels from {-1, 1} to {0, 1} labels , y...{ "learning_rate" : 1.0 , "subsample" : 1.0 }), ( "learning_rate=0.2"...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_regularization.html -
paired_distances — scikit-learn 1.7.1 documenta...
1 ], [ 1 , 1 ]] >>> Y = [[ 0 , 1 ], [ 2 , 1 ]] >>> paired_distances...distances between (X[0], Y[0]), (X[1], Y[1]), etc… Read more in the User...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.paired_distances.html -
Wikipedia principal eigenvector — scikit-learn ...
1 )[ 1 ] page_links_url = "http:/...page_links_url . rsplit ( "/" , 1 )[ 1 ] resources = [ ( redirects_url...scikit-learn.org/stable/auto_examples/applications/wikipedia_principal_eigenvector.html -
check_symmetric — scikit-learn 1.7.1 documentation
1 , 2 ], [ 1 , 0 , 1 ], [ 2 , 1 , 0 ]]) >>> check_symmetric...symmetric_array ) array([[0, 1, 2], [1, 0, 1], [2, 1, 0]]) >>> from scipy.sparse...scikit-learn.org/stable/modules/generated/sklearn.utils.validation.check_symmetric.html -
Comparing Nearest Neighbors with and without Ne...
StandardScaler n_neighbors = 1 dataset = datasets . load_iris.... scatter ( X [:, 0 ], X [:, 1 ], c = y , cmap = cmap_bold ,...scikit-learn.org/stable/auto_examples/neighbors/plot_nca_classification.html -
dict_learning — scikit-learn 1.7.1 documentation
* || U || _1 , 1 ( U , V ) with || V_k || _2 = 1 for all 0 <=...the Frobenius norm and ||.||_1,1 stands for the entry-wise matrix...scikit-learn.org/stable/modules/generated/sklearn.decomposition.dict_learning.html -
Probability Calibration curves — scikit-learn 1...
1 ), ( 3 , 0 ), ( 3 , 1 )] for i , ( _ , name...calibrated_df , 0 , 1 ) proba_neg_class = 1 - proba_pos_class proba...scikit-learn.org/stable/auto_examples/calibration/plot_calibration_curve.html -
Compare BIRCH and MiniBatchKMeans — scikit-lear...
threshold = 1.7 , n_clusters = None ), Birch ( threshold = 1.7 , n_clusters...= fig . add_subplot ( 1 , 3 , ind + 1 ) for this_centroid , k...scikit-learn.org/stable/auto_examples/cluster/plot_birch_vs_minibatchkmeans.html