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Incremental PCA — scikit-learn 1.7.1 documentation
Incremental principal component analysis (IPCA) is typically used as a replacement for principal component analysis (PCA) when the dataset to be decomposed is too large to fit in memory. IPCA build...scikit-learn.org/stable/auto_examples/decomposition/plot_incremental_pca.html -
Kernel Approximation — scikit-learn 1.7.1 docum...
Examples concerning the sklearn.kernel_approximation module. Scalable learning with polynomial kernel approximationscikit-learn.org/stable/auto_examples/kernel_approximation/index.html -
Classifier comparison — scikit-learn 1.7.1 docu...
A comparison of several classifiers in scikit-learn on synthetic datasets. The point of this example is to illustrate the nature of decision boundaries of different classifiers. This should be take...scikit-learn.org/stable/auto_examples/classification/plot_classifier_comparison.html -
Covariance estimation — scikit-learn 1.7.1 docu...
Examples concerning the sklearn.covariance module. Ledoit-Wolf vs OAS estimation Robust covariance estimation and Mahalanobis distances relevance Robust vs Empirical covariance estimate Shrinkage c...scikit-learn.org/stable/auto_examples/covariance/index.html -
Logistic function — scikit-learn 1.7.1 document...
Shown in the plot is how the logistic regression would, in this synthetic dataset, classify values as either 0 or 1, i.e. class one or two, using the logistic curve. Total running time of the scrip...scikit-learn.org/stable/auto_examples/linear_model/plot_logistic.html -
Feature discretization — scikit-learn 1.7.1 doc...
A demonstration of feature discretization on synthetic classification datasets. Feature discretization decomposes each feature into a set of bins, here equally distributed in width. The discrete va...scikit-learn.org/stable/auto_examples/preprocessing/plot_discretization_classification.html -
check_consistent_length — scikit-learn 1.7.1 do...
Skip to main content Back to top Ctrl + K GitHub Choose version check_consistent_length # sklearn.utils. check_consis...scikit-learn.org/stable/modules/generated/sklearn.utils.check_consistent_length.html -
inplace_swap_column — scikit-learn 1.7.1 docume...
Skip to main content Back to top Ctrl + K GitHub Choose version inplace_swap_column # sklearn.utils.sparsefuncs. inpl...scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs.inplace_swap_column.html -
safe_sparse_dot — scikit-learn 1.7.1 documentation
Skip to main content Back to top Ctrl + K GitHub Choose version safe_sparse_dot # sklearn.utils.extmath. safe_sparse_...scikit-learn.org/stable/modules/generated/sklearn.utils.extmath.safe_sparse_dot.html -
estimator_checks_generator — scikit-learn 1.7.1...
Skip to main content Back to top Ctrl + K GitHub Choose version estimator_checks_generator # sklearn.utils.estimator_...scikit-learn.org/stable/modules/generated/sklearn.utils.estimator_checks.estimator_checks_generat...