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1.7. Gaussian Processes — scikit-learn 1.4.2 do...
supervised learning method used to solve regression and probabilistic...computationally cheaper since it has to solve many problems involving only...scikit-learn.org/stable/modules/gaussian_process.html -
Image denoising using kernel PCA — scikit-learn...
PCA and a kernel-based PCA to solve this problem. X_train , X_test...scikit-learn.org/stable/auto_examples/applications/plot_digits_denoising.html -
2.6. Covariance estimation — scikit-learn 1.4.2...
The algorithm employed to solve this problem is the GLasso algorithm,...scikit-learn.org/stable/modules/covariance.html -
Related Projects — scikit-learn 1.4.2 documenta...
focusing on solving practical industry tasks. Other...scikit-learn.org/stable/related_projects.html -
1.2. Linear and Quadratic Discriminant Analysis...
\(\omega_k = \Sigma^{-1}\mu_k\) by solving for \(\Sigma \omega = \mu_k\)...scikit-learn.org/stable/modules/lda_qda.html -
Explicit feature map approximation for RBF kern...
Note that solving the Linear SVM and also the...scikit-learn.org/stable/auto_examples/miscellaneous/plot_kernel_approximation.html -
Lasso model selection: AIC-BIC / cross-validati...
LassoLarsCV that respectively solve the problem with coordinate...scikit-learn.org/stable/auto_examples/linear_model/plot_lasso_model_selection.html -
sklearn.svm.LinearSVR — scikit-learn 1.4.2 docu...
Select the algorithm to either solve the dual or primal optimization...scikit-learn.org/stable/modules/generated/sklearn.svm.LinearSVR.html -
Crafting a minimal reproducer for scikit-learn ...
the type of problem you are solving: Is it a classification, a...scikit-learn.org/stable/developers/minimal_reproducer.html -
sklearn.svm.LinearSVC — scikit-learn 1.4.2 docu...
Select the algorithm to either solve the dual or primal optimization...scikit-learn.org/stable/modules/generated/sklearn.svm.LinearSVC.html