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User Guide — scikit-learn 1.7.2 documentation
Mixture 2.2. Manifold learning 2.2.1. Introduction 2.2.2. Isomap...Isomap 2.2.3. Locally Linear Embedding 2.2.4. Modified Locally Linear...scikit-learn.org/stable/user_guide.html -
FastICA on 2D point clouds — scikit-learn 1.7.2...
subplot ( 2 , 2 , 2 ) plot_samples ( X / np ....1.5 , size = ( 20000 , 2 )) S [:, 0 ] *= 2.0 # Mix data A = np ....scikit-learn.org/stable/auto_examples/decomposition/plot_ica_vs_pca.html -
Visualizations with Display Objects — scikit-le...
2 , figsize = ( 12 , 8 )) roc_display...scikit-learn.org/stable/auto_examples/miscellaneous/plot_display_object_visualization.html -
Visualization of MLP weights on MNIST — scikit-...
44139186 Iteration 2, loss = 0.19174891 Iteration 3,...= 1 , learning_rate_init = 0.2 , ) # this example won't converge...scikit-learn.org/stable/auto_examples/neural_networks/plot_mnist_filters.html -
Lasso on dense and sparse data — scikit-learn 1...
values lower than 2.5 with 0s Xs [ Xs < 2.5 ] = 0.0 # create...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_dense_vs_sparse_data.html -
type_of_target — scikit-learn 1.7.2 documentation
2.0 ]) 'binary' >>> type_of_target ([ 1 , 0 , 2 ]) 'multiclass'...> 1. ‘binary’: y contains <= 2 discrete values and is 1d or a...scikit-learn.org/stable/modules/generated/sklearn.utils.multiclass.type_of_target.html -
Combine predictors using stacking — scikit-lear...
subplots ( 2 , 2 , figsize = ( 9 , 7 )) axs =...1 , encoded_missing_value =- 2 , ) num_tree_processor = SimpleImputer...scikit-learn.org/stable/auto_examples/ensemble/plot_stack_predictors.html -
8.4. Loading other datasets — scikit-learn 1.7....
15(2), 49-60, 2014. 8.4.3.2. ARFF parser # From...in the following example. 8.4.2. Datasets in svmlight / libsvm...scikit-learn.org/stable/datasets/loading_other_datasets.html -
Concatenating multiple feature extraction metho...
0s [CV 2/5; 2/18] START features__pca__n_components=1,...features__univ_select__k=1, svm__C=1 [CV 2/5; 2/18] END features__pca__n_components=1,...scikit-learn.org/stable/auto_examples/compose/plot_feature_union.html -
as_float_array — scikit-learn 1.7.2 documentation
2 , 2 ], dtype = np . int64 ) >>>...array ) array([0., 0., 1., 2., 2.]) On this page This Page...scikit-learn.org/stable/modules/generated/sklearn.utils.as_float_array.html