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sklearn.kernel_approximation — scikit-learn 1.5...
Approximate kernel feature maps based on Fourier transforms and count sketches. User guide. See the Kernel Approximation section for further details.scikit-learn.org/stable/api/sklearn.kernel_approximation.html -
Factor Analysis (with rotation) to visualize pa...
2 , 3 ]) ax . set_xticklabels (...) ax . set_yticks ([ 0 , 1 , 2 , 3 ]) ax . set_yticklabels (...scikit-learn.org/stable/auto_examples/decomposition/plot_varimax_fa.html -
Scaling the regularization parameter for SVCs —...
logspace ( - 2.3 , - 1.3 , 10 ) train_sizes =...param_range = Cs , cv = cv , n_jobs = 2 , ) results [ label ] = test_scores...scikit-learn.org/stable/auto_examples/svm/plot_svm_scale_c.html -
Kernel Density Estimate of Species Distribution...
for i in range ( 2 ): plt . subplot ( 1 , 2 , i + 1 ) # construct...scikit-learn.org/stable/auto_examples/neighbors/plot_species_kde.html -
Neighborhood Components Analysis Illustration —...
n_features = 2 , n_informative = 2 , n_redundant = 0 ,...fit ( X , y ) plt . figure ( 2 ) ax2 = plt . gca () X_embedded...scikit-learn.org/stable/auto_examples/neighbors/plot_nca_illustration.html -
6.1. Pipelines and composite estimators — sciki...
2. Access pipeline steps # The estimators...'select' , SelectKBest ( k = 2 )), ... ( 'clf' , LogisticRegression...scikit-learn.org/stable/modules/compose.html -
scikit-learn: machine learning in Python — scik...
2 is available for download ( Changelog...April 2024. scikit-learn 1.4.2 is available for download ( Changelog...scikit-learn.org/stable/index.html -
Developing scikit-learn estimators — scikit-lea...
clf2 = SVC ( C = 2.3 ) clf3 = SVC ([[ 1 , 2 ], [ 2 , 3 ]], [ - 1...self , param1 = 1 , param2 = 2 ): self . param1 = param1 self...scikit-learn.org/stable/developers/develop.html -
Column Transformer with Mixed Types — scikit-le...
float64 dtypes: category(2), float64(2), int64(1) memory usage:...scikit-learn 1.2 Release Highlights for scikit-learn 1.2 Gallery generated...scikit-learn.org/stable/auto_examples/compose/plot_column_transformer_mixed_types.html -
Comparing Random Forests and Histogram Gradient...
col = 2 ) fig . add_trace ( line_trace , row = 1 , col = 2 ) fig..." ) Number of physical cores: 2 Unlike RF, HGBT models offer an...scikit-learn.org/stable/auto_examples/ensemble/plot_forest_hist_grad_boosting_comparison.html