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KernelDensity — scikit-learn 1.8.0 documentation
log_density array([-1.52955942, -1.51462041, -1.60244657]) fit (...KernelDensity ( * , bandwidth = 1.0 , algorithm = 'auto' , kernel...scikit-learn.org/stable/modules/generated/sklearn.neighbors.KernelDensity.html -
ledoit_wolf_shrinkage — scikit-learn 1.8.0 docu...
regularized (shrunk) covariance is: (1 - shrinkage) * cov + shrinkage...scikit-learn.org/stable/modules/generated/sklearn.covariance.ledoit_wolf_shrinkage.html -
Gradient Boosting regularization — scikit-learn...
random_state = 1 ) # map labels from {-1, 1} to {0, 1} labels , y...{ "learning_rate" : 1.0 , "subsample" : 1.0 }), ( "learning_rate=0.2"...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_regularization.html -
Testimonials — scikit-learn 1.8.0 documentation
Group # Scikit-learn is our #1 toolkit for all things machine...used for originating at least 1 billion GBP worth of Zopa loans....scikit-learn.org/stable/testimonials/testimonials.html -
GMM covariances — scikit-learn 1.8.0 documentation
shape [ 1 ]) * gmm . covariances_ [ n ]...]) angle = np . arctan2 ( u [ 1 ], u [ 0 ]) angle = 180 * angle...scikit-learn.org/stable/auto_examples/mixture/plot_gmm_covariances.html -
SelectFwe — scikit-learn 1.8.0 documentation
Added in version 1.0. See also f_classif ANOVA F-value..."x1", ..., "x(n_features_in_ - 1)"] . If input_features is an array-like,...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectFwe.html -
6. Visualizations — scikit-learn 1.8.0 document...
1. Available Plotting Utilities # 6.1.1. Display Objects...the score (i.e. multiply by -1) if pos_label is not the last...scikit-learn.org/stable/visualizations.html -
Wikipedia principal eigenvector — scikit-learn ...
1 )[ 1 ] page_links_url = "http:/...page_links_url . rsplit ( "/" , 1 )[ 1 ] resources = [ ( redirects_url...scikit-learn.org/stable/auto_examples/applications/wikipedia_principal_eigenvector.html -
cross_validate — scikit-learn 1.8.0 documentation
means 1 unless in a joblib.parallel_backend context. -1 means...scikit-learn 1.4 Release Highlights for scikit-learn 1.4 Release...scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_validate.html -
FunctionTransformer — scikit-learn 1.8.0 docume...
Added in version 1.1. kw_args dict, default=None Dictionary...) array([[0. , 0.6931], [1.0986, 1.3862]]) fit ( X , y = None...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.FunctionTransformer.html