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BayesianRidge — scikit-learn 1.5.2 documentation
[ 1 , 1 ], [ 2 , 2 ]], [ 0 , 1 , 2 ]) BayesianRidge()...>>> clf . predict ([[ 1 , 1 ]]) array([1.]) fit ( X , y , sample_weight...scikit-learn.org/stable/modules/generated/sklearn.linear_model.BayesianRidge.html -
DotProduct — scikit-learn 1.5.2 documentation
1)\) priors on the coefficients of \(x_d (d = 1, . . ....nels. DotProduct ( sigma_0 = 1.0 , sigma_0_bounds = (1e-05, 100000.0)...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.DotProduct.html -
DBSCAN — scikit-learn 1.5.2 documentation
1, 1, -1]) >>> clustering DBSCAN(eps=3,...means 1 unless in a joblib.parallel_backend context. -1 means...scikit-learn.org/stable/modules/generated/sklearn.cluster.DBSCAN.html -
VotingRegressor — scikit-learn 1.5.2 documentation
means 1 unless in a joblib.parallel_backend context. -1 means...KNeighborsRegressor () >>> X = np . array ([[ 1 , 1 ], [ 2 , 4 ], [ 3 , 9 ], [ 4...scikit-learn.org/stable/modules/generated/sklearn.ensemble.VotingRegressor.html -
FeatureAgglomeration — scikit-learn 1.5.2 docum...
version 1.5: Xt was deprecated in 1.5 and will be removed in 1.7....Added in version 1.2. Deprecated since version 1.4: metric=None...scikit-learn.org/stable/modules/generated/sklearn.cluster.FeatureAgglomeration.html -
8.1. Strategies to scale computationally: bigge...
1.1.1. Streaming instances # Basically, 1. may be a...to make your system scale. 8.1.1. Scaling with instances using...scikit-learn.org/stable/computing/scaling_strategies.html -
OneVsRestClassifier — scikit-learn 1.5.2 docume...
as a 2D binary (0/1) matrix, where [i, j] == 1 indicates the presence...means 1 unless in a joblib.parallel_backend context. -1 means...scikit-learn.org/stable/modules/generated/sklearn.multiclass.OneVsRestClassifier.html -
MiniBatchSparsePCA — scikit-learn 1.5.2 documen...
Added in version 1.2. Deprecated since version 1.4: max_iter=None...is deprecated in 1.4 and will be removed in 1.6. Use the default...scikit-learn.org/stable/modules/generated/sklearn.decomposition.MiniBatchSparsePCA.html -
SGDRegressor — scikit-learn 1.5.2 documentation
l1_ratio <= 1. l1_ratio=0 corresponds to L2 penalty, l1_ratio=1 to L1....True , verbose = 0 , epsilon = 0.1 , random_state = None , learning_rate...scikit-learn.org/stable/modules/generated/sklearn.linear_model.SGDRegressor.html -
PoissonRegressor — scikit-learn 1.5.2 documenta...
predict ([[ 1 , 1 ], [ 3 , 4 ]]) array([10.676...,...PoissonRegressor ( * , alpha = 1.0 , fit_intercept = True , solver...scikit-learn.org/stable/modules/generated/sklearn.linear_model.PoissonRegressor.html