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LabelEncoder — scikit-learn 1.7.2 documentation
classes_ array([1, 2, 6]) >>> le . transform ([ 1 , 1 , 2 , 6 ]) array([0,...array([0, 0, 1, 2]...) >>> le . inverse_transform ([ 0 , 0 , 1 , 2 ])...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.LabelEncoder.html -
7.6. Random Projection — scikit-learn 1.7.2 doc...
}}} & & 1 / 2s\\ 0 &\text{with probability} & 1 - 1 / s \\ +...New York, NY, USA, 245-250. 7.6.1. The Johnson-Lindenstrauss lemma...scikit-learn.org/stable/modules/random_projection.html -
BallTree — scikit-learn 1.7.2 documentation
query ( X [: 1 ], k = 3 ) >>> print ( ind ) #...indices of 3 closest neighbors [0 3 1] >>> print ( dist ) # distances...scikit-learn.org/stable/modules/generated/sklearn.neighbors.BallTree.html -
PassiveAggressiveRegressor — scikit-learn 1.7.2...
default=1.0 Maximum step size (regularization). Defaults to 1.0. fit_intercept...PassiveAggressiveReg ( * , C = 1.0 , fit_intercept = True , max_iter...scikit-learn.org/stable/modules/generated/sklearn.linear_model.PassiveAggressiveRegressor.html -
ExtraTreeRegressor — scikit-learn 1.7.2 documen...
min_samples_leaf = 1 , min_weight_fraction_leaf = 0.0 , max_features = 1.0 ,...max_features=n_features . Changed in version 1.1: The default of max_features...scikit-learn.org/stable/modules/generated/sklearn.tree.ExtraTreeRegressor.html -
dbscan — scikit-learn 1.7.2 documentation
1, 2, 3, 4]) >>> labels array([ 0, 0, 0, 1, 1, -1]) On this...means 1 unless in a joblib.parallel_backend context. -1 means...scikit-learn.org/stable/modules/generated/dbscan-function.html -
Target is eliminating 1,800 corporate jobs as i...
that it is eliminating about 1,800 corporate positions in an...retailer’s customer base. About 1,000 employees are expected to...www.nbcnews.com/business/business-news/target-eliminating-1800-corporate-jobs-looks-reclaim-lost-... -
load_breast_cancer — scikit-learn 1.7.2 documen...
1, 0]) >>> list ( data . target_names...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_breast_cancer.html -
12.1. Array API support (experimental) — scikit...
1.1.1. PyTorch Support # PyTorch Tensors...Thomas Fan at PyData NYC 2023. 12.1.1. Example usage # The configuration...scikit-learn.org/stable/modules/array_api.html -
Sum — scikit-learn 1.7.2 documentation
y ) 1.0 >>> kernel 1.41**2 + RBF(length_scale=1) __call__...kernel takes two kernels \(k_1\) and \(k_2\) and combines them...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.Sum.html