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MLPRegressor — scikit-learn 1.8.0 documen...
returns f(x) = 1 / (1 + exp(-x)). ‘tanh’, the hyperbolic...random_state = 1 , max_iter = 2000 , tol = 0.1 ) >>>...scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPRegressor.html -
GradientBoostingClassifier — scikit-learn...
1 , n_estimators = 100 , subsample = 1.0 , criterion...in the range [1, inf) . subsample float, default=1.0 The fraction...scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingClassifier.html -
IsotonicRegression — scikit-learn 1.8.0 d...
1 , .2 ]) array([1.8628, 3.7256]) fit (...n_samples = 10 , n_features = 1 , random_state = 41 ) >>>...scikit-learn.org/stable/modules/generated/sklearn.isotonic.IsotonicRegression.html -
HDBSCAN — scikit-learn 1.8.0 documentation
means 1 unless in a joblib.parallel_backend context. -1 means.... labels_ ) . tolist () [-1, 0, 1, 2, 3, 4, 5, 6, 7] dbscan_clustering...scikit-learn.org/stable/modules/generated/sklearn.cluster.HDBSCAN.html -
MinMaxScaler — scikit-learn 1.8.0 documen...
data = [[ - 1 , 2 ], [ - 0.5 , 6 ], [ 0 , 10 ], [ 1 , 18 ]] >>>...0. ] [0.25 0.25] [0.5 0.5 ] [1. 1. ]] >>> print ( scaler...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.MinMaxScaler.html -
make_swiss_roll — scikit-learn 1.8.0 docu...
is from Marsland [1] . References [ 1 ] ( 1 , 2 ) S. Marsland,...from Stephen Marsland’s code [1] . Parameters : n_samples int,...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_swiss_roll.html -
Nearest Neighbors Classification — scikit...
feature_names [ 1 ], shading = "auto".... iloc [:, 0 ], X . iloc [:, 1 ], c = y , edgecolors = "k"...scikit-learn.org/stable/auto_examples/neighbors/plot_classification.html -
zero_one_loss — scikit-learn 1.8.0 docume...
1 ], [ 1 , 1 ]]), np . ones (( 2 , 2...zero_one_loss >>> y_pred = [ 1 , 2 , 3 , 4 ] >>> y_true...scikit-learn.org/stable/modules/generated/sklearn.metrics.zero_one_loss.html -
FeatureUnion — scikit-learn 1.8.0 documen...
svd__n_components = 1 ) . fit_transform ( X ) array([[-1.5 , 3.04], [ 1.5 , 5.72]])...unchanged. Added in version 1.1: Added the option "passthrough"...scikit-learn.org/stable/modules/generated/sklearn.pipeline.FeatureUnion.html -
DictionaryLearning — scikit-learn 1.8.0 d...
1 ( U , V ) with || V_k || _2 <= 1 for all 0 <=...version 1.2: When None, default value changed from 1.0 to alpha...scikit-learn.org/stable/modules/generated/sklearn.decomposition.DictionaryLearning.html