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all_functions — scikit-learn 1.7.2 documentation
utils.discovery. all_functions ( ) [source] # Get a list of all functions...all_functions () >>> name , function = functions [ 0 ] >>> name 'accuracy_score'...scikit-learn.org/stable/modules/generated/sklearn.utils.discovery.all_functions.html -
assert_all_finite — scikit-learn 1.7.2 document...
np . array ([ 1 , np . inf , np . nan , 4 ]) >>> try : ... assert_all_finite...finite values." ) ... except ValueError : ... print ( "Test failed:...scikit-learn.org/stable/modules/generated/sklearn.utils.assert_all_finite.html -
add_dummy_feature — scikit-learn 1.7.2 document...
add_dummy_feature ([[ 0 , 1 ], [ 1 , 0 ]]) array([[1., 0., 1.], [1., 1., 0.]])...sklearn.preprocessing. add_dummy_feature ( X , value = 1.0 ) [source] # Augment...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.add_dummy_feature.html -
check_X_y — scikit-learn 1.7.2 documentation
check_X_y ( X , y ) >>> X array([[1, 2], [3, 4], [5, 6]]) >>> y array([1,...finite. False: accepts np.inf, np.nan, pd.NA in X. ‘allow-nan’:...scikit-learn.org/stable/modules/generated/sklearn.utils.check_X_y.html -
inplace_swap_row — scikit-learn 1.7.2 documenta...
todense () matrix([[8, 0, 2], [0, 0, 5], [0, 0, 0], [0, 0, 0]]) >>>...matrix([[0, 0, 5], [8, 0, 2], [0, 0, 0], [0, 0, 0]]) On this page...scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs.inplace_swap_row.html -
incr_mean_variance_axis — scikit-learn 1.7.2 do...
todense () matrix([[8, 1, 2], [0, 0, 5], [0, 0, 0], [0, 0, 0]]) >>>...2 ... ) (array([1.33, 0.167, 1.17]), array([8.88, 0.139, 3.47]),...scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs.incr_mean_variance_axis.html -
ExtraTreeClassifier — scikit-learn 1.7.2 docume...
be [{0: 1, 1: 1}, {0: 1, 1: 5}, {0: 1, 1: 1}, {0: 1, 1: 1}] instead...criterion {“gini”, “entropy”, “log_loss”}, default=”gini” The function...scikit-learn.org/stable/modules/generated/sklearn.tree.ExtraTreeClassifier.html -
Column Transformer with Heterogeneous Data Sour...
= ( "footers" , "quotes" ), return_X_y = True , ) Each feature...text ), "num_sentences" : text . count ( "." )} for text in posts...scikit-learn.org/stable/auto_examples/compose/plot_column_transformer.html -
Column Transformer with Mixed Types — scikit-le...
gy='median')), ('scaler', StandardScaler())]), ['age', 'fare']),..."median" )), ( "scaler" , StandardScaler ())] ) categorical_features...scikit-learn.org/stable/auto_examples/compose/plot_column_transformer_mixed_types.html -
Swiss Roll And Swiss-Hole Reduction — scikit-le...
text2D ( 0.8 , 0.05 , s = "n_samples=1500" , transform = ax . transAxes...text2D ( 0.8 , 0.05 , s = "n_samples=1500" , transform = ax . transAxes...scikit-learn.org/stable/auto_examples/manifold/plot_swissroll.html