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make_friedman1 — scikit-learn 1.5.2 documentation
2 ] - 0.5 ) ** 2 + 10 * X [:, 3 ] + 5 *...in Friedman [1] and Breiman [2]. Inputs X are independent features...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_friedman1.html -
Gaussian Mixture Model Sine Curve — scikit-lear...
eigh ( covar ) v = 2.0 * np . sqrt ( 2.0 ) * np . sqrt ( v )...mean_precision_prior = 1e-2 , covariance_prior = 1e0 * np . eye ( 2 ), init_params...scikit-learn.org/stable/auto_examples/mixture/plot_gmm_sin.html -
all_estimators — scikit-learn 1.5.2 documentation
<class 'tuple'> >>> estimators [: 2 ] [('ARDRegression', <class '..."classifier" ) >>> classifiers [: 2 ] [('AdaBoostClassifier', <class...scikit-learn.org/stable/modules/generated/sklearn.utils.discovery.all_estimators.html -
inplace_swap_column — scikit-learn 1.5.2 docume...
2 , 3 , 3 , 3 ]) >>> indices = np . array ([ 0 , 2 , 2 ])...>>> data = np . array ([ 8 , 2 , 5 ]) >>> csr = sparse . csr_matrix...scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs.inplace_swap_column.html -
sort_graph_by_row_values — scikit-learn 1.5.2 d...
2. ], ... [ 1. , 2. , 0. ]]) >>> X . data...data array([3., 1., 3., 2., 1., 2.]) >>> X_ = sort_graph_by_row_values...scikit-learn.org/stable/modules/generated/sklearn.neighbors.sort_graph_by_row_values.html -
Metadata Routing — scikit-learn 1.5.2 documenta...
2 , size = n_samples ) my_groups...scikit-learn.org/stable/auto_examples/miscellaneous/plot_metadata_routing.html -
Image denoising using dictionary learning — sci...
2 , 2 ) difference = image - reference...Pursuit \n 2 atoms" , "omp" , { "transform_n_nonzero_coefs" : 2 }),...scikit-learn.org/stable/auto_examples/decomposition/plot_image_denoising.html -
inplace_row_scale — scikit-learn 1.5.2 document...
2 , 3 , 4 , 5 ]) >>> indices = np . array ([ 0 , 1 , 2 , 3...([ 8 , 1 , 2 , 5 , 6 ]) >>> scale = np . array ([ 2 , 3 , 4 ,...scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs.inplace_row_scale.html -
Principal Component Regression vs Partial Least...
n_samples ) / 2 fig , axes = plt . subplots ( 1 , 2 , figsize =...target. pca_2 = make_pipeline ( PCA ( n_components = 2 ), LinearRegression...scikit-learn.org/stable/auto_examples/cross_decomposition/plot_pcr_vs_pls.html -
power_transform — scikit-learn 1.5.2 documentation
2 ], [ 3 , 2 ], [ 4 , 5 ]] >>> print...and negative values ‘box-cox’ [2] , only works with strictly positive...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.power_transform.html