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Robust linear model estimation using RANSAC — s...
arange ( X . min (), X . max ())[:, np . newaxis ] line_y = lr . predict...], color = "gold" , marker = "." , label = "Outliers" ) plt ....scikit-learn.org/stable/auto_examples/linear_model/plot_ransac.html -
Lagged features for time series forecasting — s...
181.387599 "min" 1.0 0.0 0.82 0.0 0.0 0.0 1.0 "25%" 4.0 6.0 13.94...17379.0 "null_count" 0.0 0.0 0.0 0.0 0.0 0.0 0.0 "mean" 6.537775...scikit-learn.org/stable/auto_examples/applications/plot_time_series_lagged_features.html -
Manifold learning on handwritten digits: Locall...
idx ] . reshape (( 8 , 8 )), cmap = plt . cm . binary ) ax . axis...= np . sum (( X [ i ] - shown_images ) ** 2 , 1 ) if np . min...scikit-learn.org/stable/auto_examples/manifold/plot_lle_digits.html -
unique_labels — scikit-learn 1.7.2 documentation
unique_labels ([ 1 , 2 , 3 , 4 ], [ 2 , 2 , 3 , 4 ]) array([1, 2, 3, 4])...4]) >>> unique_labels ([ 1 , 2 , 10 ], [ 5 , 11 ]) array([ 1, 2,...scikit-learn.org/stable/modules/generated/sklearn.utils.multiclass.unique_labels.html -
HTTP configuration options | APM Java Agent Ref...
/favicon.ico, *.js, *.css, *.jpg, *.jpeg, *.png, *.gif, *.webp, *.svg,...characters. Examples: /foo/*/bar/*/baz* , *foo* . Matching is...www.elastic.co/guide/en/apm/agent/java/current/config-http.html -
maxabs_scale — scikit-learn 1.7.2 documentation
independently array([[-1. , 0.5, 1. ], [-1. , 0. , 1. ]]) On this page...1. ], [-0.5, 0. , 0.5]]) >>> maxabs_scale ( X , axis = 1 ) #...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.maxabs_scale.html -
inplace_row_scale — scikit-learn 1.7.2 document...
todense () matrix([[8, 1, 0, 0], [0, 0, 2, 0], [0, 0, 0, 5], [0, 0,...) >>> csr . todense () matrix([[16, 2, 0, 0], [ 0, 0, 6, 0],...scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs.inplace_row_scale.html -
sklearn.random_projection — scikit-learn 1.7.2 ...
Ctrl + K GitHub Choose version sklearn.random_projection # Random...the Johnson-Lindenstrauss lemma (quoting Wikipedia) : In mathematics,...scikit-learn.org/stable/api/sklearn.random_projection.html -
The Johnson-Lindenstrauss bound for embedding w...
Blues ( np . linspace ( 0.3 , 1.0 , len ( eps_range ))) # range of...= plt . cm . Blues ( np . linspace ( 0.3 , 1.0 , len ( n_samples_range...scikit-learn.org/stable/auto_examples/miscellaneous/plot_johnson_lindenstrauss_bound.html -
Metadata Routing — scikit-learn 1.7.2 documenta...
None}, 'predict': {'groups': None}, 'score': {'sample_weight': None}}...False}, 'predict': {'groups': True}, 'score': {'sample_weight': False}}...scikit-learn.org/stable/auto_examples/miscellaneous/plot_metadata_routing.html