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SVM: Maximum margin separating hyperplane — sci...
levels = [ - 1 , 0 , 1 ], alpha = 0.5 , linestyles...support_vectors_ [:, 1 ], s = 100 , linewidth = 1 , facecolors = "none"...scikit-learn.org/stable/auto_examples/svm/plot_separating_hyperplane.html -
Gaussian Mixture Model Sine Curve — scikit-lear...
1 , 1 + index ) for i , ( mean , covar...random . normal ( 0 , 0.1 ) X [ i , 1 ] = 3.0 * ( np . sin ( x...scikit-learn.org/stable/auto_examples/mixture/plot_gmm_sin.html -
Examples — scikit-learn 1.8.0 documentation
scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...scikit-learn 1.8 Release Highlights for scikit-learn 1.8 Release...scikit-learn.org/stable/auto_examples/index.html -
SVM: Separating hyperplane for unbalanced class...
0 ]] clusters_std = [ 1.5 , 0.5 ] X , y = make_blobs (...SVC ( kernel = "linear" , C = 1.0 ) clf . fit ( X , y ) # fit...scikit-learn.org/stable/auto_examples/svm/plot_separating_hyperplane_unbalanced.html -
Feature agglomeration vs. univariate selection ...
0 ][ 1 ] . inverse_transform ( coef_ . reshape ( 1 , - 1 )) coef_selection_...roi_size ] = - 1.0 coef [ - roi_size :, - roi_size :] = 1.0 X = np...scikit-learn.org/stable/auto_examples/cluster/plot_feature_agglomeration_vs_univariate_selection.... -
Advanced Plotting With Partial Dependence — sci...
returns f(x) = 1 / (1 + exp(-x)). - 'tanh', the hyperbolic...between 0 and 1. Only used if early_stopping is True. 0.1 beta_1 beta_1:...scikit-learn.org/stable/auto_examples/miscellaneous/plot_partial_dependence_visualization_api.html -
GraphicalLasso — scikit-learn 1.8.0 documentation
1 ], ... [ 0.0 , 0.0 , 0.1 , 0.7 ]]) >>> np...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 1.8.0 documentation
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 -
fetch_species_distributions — scikit-learn 1.8....
Added in version 1.5. delay float, default=1.0 Number of seconds...True , n_retries = 3 , delay = 1.0 ) [source] # Loader for species...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_species_distributions.html -
fetch_california_housing — scikit-learn 1.8.0 d...
Added in version 1.5. delay float, default=1.0 Number of seconds...False , n_retries = 3 , delay = 1.0 ) [source] # Load the California...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_california_housing.html