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Image denoising using dictionary learning — sci...
axis = 0 ) print ( f " { data . shape [ 0 ] } patches...components_ dt = time () - t0 print ( f " { dico . n_iter_ } iterations...scikit-learn.org/stable/auto_examples/decomposition/plot_image_denoising.html -
Visualizing the stock market structure — scikit...
"F" : "Ford" , "HMC" : "Honda" ,...Fetching quote history for np.str_('F') Fetching quote history for np.str_('GD')...scikit-learn.org/stable/auto_examples/applications/plot_stock_market.html -
Ridge coefficients as a function of the L2 Regu...
the true coefficients print ( f "The true coefficient of this...index = alphas , columns = [ f "Feature { i } " for i in range...scikit-learn.org/stable/auto_examples/linear_model/plot_ridge_coeffs.html -
Principal Component Regression vs Partial Least...
label = f "Component { i } " , linewidth = 5 , color = f "C { i...the mean of the target. print ( f "PCR r-squared { pcr . score (...scikit-learn.org/stable/auto_examples/cross_decomposition/plot_pcr_vs_pls.html -
Comparing Random Forests and Histogram Gradient...
print ( f "The dataset consists of { n_samples...only_physical_cores = True ) print ( f "Number of physical cores: { N_CORES...scikit-learn.org/stable/auto_examples/ensemble/plot_forest_hist_grad_boosting_comparison.html -
Introducing the set_output API — scikit-learn 1...
transform ( X_test ) print ( f "Default output type: { type (...transform ( X_test ) print ( f "Configured pandas output type:...scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html -
r_regression — scikit-learn 1.5.2 documentation
f_classif ANOVA F-value between label/feature...coefficients of features. See also f_regression Univariate linear regression...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.r_regression.html -
Comparison of kernel ridge regression and SVR —...
time () - t0 print ( f "Best SVR with params: { svr ....= time . time () - t0 print ( f "Best KRR with params: { kr ....scikit-learn.org/stable/auto_examples/miscellaneous/plot_kernel_ridge_regression.html -
Label Propagation digits: Demonstrating perform...
pyplot as plt f = plt . figure ( figsize = ( 7...images [ image_index ] sub = f . add_subplot ( 2 , 5 , index...scikit-learn.org/stable/auto_examples/semi_supervised/plot_label_propagation_digits.html -
GenericUnivariateSelect — scikit-learn 1.5.2 do...
See also f_classif ANOVA F-value between label/feature...for classification tasks. f_regression F-value between label/feature...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.GenericUnivariateSelect.html