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as_float_array — scikit-learn 1.6.0 documentation
nan Deprecated since version 1.6: force_all_finite was renamed...ensure_all_finite and will be removed in 1.8. ensure_all_finite bool or ‘allow-nan’,...scikit-learn.org/stable/modules/generated/sklearn.utils.as_float_array.html -
chi2_kernel — scikit-learn 1.7.dev0 documentation
[ 1 , 1 , 1 ]] >>> Y = [[ 1 , 0 , 0 ], [ 1 , 1 , 0 ]] >>>...chi2_kernel ( X , Y = None , gamma = 1.0 ) [source] # Compute the exponential...scikit-learn.org/dev/modules/generated/sklearn.metrics.pairwise.chi2_kernel.html -
load_files — scikit-learn 1.6.0 documentation
container_folder/ category_1_folder/ file_1.txt file_2.txt ... file_42.txt...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_files.html -
lasso_path — scikit-learn 1.6.0 documentation
alpha * || w || _1 For multi-output tasks it is: ( 1 / ( 2 * n_samples...lasso_path >>> X = np . array ([[ 1 , 2 , 3.1 ], [ 2.3 , 5.4 , 4.3 ]])...scikit-learn.org/stable/modules/generated/sklearn.linear_model.lasso_path.html -
check_estimator — scikit-learn 1.6.0 documentation
since version 1.6: generate_only will be removed in 1.8. Use est...since version 1.6: generate_only will be removed in 1.8. Use est...scikit-learn.org/stable/modules/generated/sklearn.utils.estimator_checks.check_estimator.html -
Examples of Using FrozenEstimator — scikit-lear...
same three data points: [1 1 1] Now imagine you’d want to set...scikit-learn 1.5 Release Highlights for scikit-learn 1.5 Probability...scikit-learn.org/stable/auto_examples/frozen/plot_frozen_examples.html -
Comparison of Calibration of Classifiers — scik...
1 ) proba_neg_class = 1 - proba_pos_class proba...[( 2 , 0 ), ( 2 , 1 ), ( 3 , 0 ), ( 3 , 1 )] for i , ( _ , name...scikit-learn.org/stable/auto_examples/calibration/plot_compare_calibration.html -
f_regression — scikit-learn 1.6.0 documentation
r_regression values lie in [-1, 1] and can thus be negative. f_regression...set to 0.0 . Added in version 1.1. Returns : f_statistic ndarray...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.f_regression.html -
FastICA on 2D point clouds — scikit-learn 1.6.0...
array ([[ 1 , 1 ], [ 0 , 2 ]]) # Mixing matrix...( 42 ) S = rng . standard_t ( 1.5 , size = ( 20000 , 2 )) S [:,...scikit-learn.org/stable/auto_examples/decomposition/plot_ica_vs_pca.html -
make_pipeline — scikit-learn 1.6.0 documentation
scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...scikit-learn 1.2 Release Highlights for scikit-learn 1.2 Release...scikit-learn.org/stable/modules/generated/sklearn.pipeline.make_pipeline.html