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sklearn.decomposition — scikit-learn 1.5.2 docu...
Matrix decomposition algorithms. These include PCA, NMF, ICA, and more. Most of the algorithms of this module can be regarded as dimensionality reduction techniques. User guide. See the Decomposing...scikit-learn.org/stable/api/sklearn.decomposition.html -
fetch_20newsgroups — scikit-learn 1.5.2 documen...
Gallery examples: Biclustering documents with the Spectral Co-clustering algorithm Topic extraction with Non-negative Matrix Factorization and Latent Dirichlet Allocation Sample pipeline for text f...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_20newsgroups.html -
shrunk_covariance — scikit-learn 1.5.2 document...
Skip to main content Back to top Ctrl + K GitHub shrunk_covariance # sklearn.covariance. shrunk_covariance ( emp_cov ...scikit-learn.org/stable/modules/generated/sklearn.covariance.shrunk_covariance.html -
sklearn.cluster — scikit-learn 1.5.2 documentation
Popular unsupervised clustering algorithms. User guide. See the Clustering and Biclustering sections for further details.scikit-learn.org/stable/api/sklearn.cluster.html -
sklearn.calibration — scikit-learn 1.5.2 docume...
Methods for calibrating predicted probabilities. User guide. See the Probability calibration section for further details. Visualization:scikit-learn.org/stable/api/sklearn.calibration.html -
Version 0.20 — scikit-learn 1.5.2 documentation
scikit-learn to support Python 2.7 and Python 3.4. Scikit-learn...upgraded from 0.13.0 to 0.13.2. sklearn.cluster # Fix Fixed a...scikit-learn.org/stable/whats_new/v0.20.html -
Version 0.21 — scikit-learn 1.5.2 documentation
2) ). Changelog # sklearn.cluster...by Frank Hoang . Version 0.21.2 # 24 May 2019 Changelog # sklearn.decomposition...scikit-learn.org/stable/whats_new/v0.21.html -
SVM: Separating hyperplane for unbalanced class...
n_samples_2 = 100 centers = [[ 0.0 , 0.0 ], [ 2.0 , 2.0 ]] clusters_std...n_samples = [ n_samples_1 , n_samples_2 ], centers = centers , cluster_std...scikit-learn.org/stable/auto_examples/svm/plot_separating_hyperplane_unbalanced.html -
Cross-validation on diabetes Dataset Exercise —...
2 controls the translucency of the...scores - std_error , alpha = 0.2 ) plt . ylabel ( "CV score +/-...scikit-learn.org/stable/auto_examples/exercises/plot_cv_diabetes.html -
Comparison of F-test and mutual information — s...
x_2, x_3 distributed uniformly over...follows: y = x_1 + sin(6 * pi * x_2) + 0.1 * N(0, 1), that is the...scikit-learn.org/stable/auto_examples/feature_selection/plot_f_test_vs_mi.html