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Lars — scikit-learn 1.7.2 documentation
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...n_nonzero_coefs = 500 , eps = np.float64(2.220446049250313e-16) , copy_X...scikit-learn.org/stable/modules/generated/sklearn.linear_model.Lars.html -
cross_validate — scikit-learn 1.7.2 documentation
pre_dispatch = '2*n_jobs' , return_train_score =...pre_dispatch int or str, default=’2*n_jobs’ Controls the number of...scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_validate.html -
ledoit_wolf — scikit-learn 1.7.2 documentation
2 ], [ .2 , .8 ]]) >>> rng = np . random...scikit-learn.org/stable/modules/generated/sklearn.covariance.ledoit_wolf.html -
Exponentiation — scikit-learn 1.7.2 documentation
2) is equivalent to using the **...** operator with RBF() ** 2 . Read more in the User Guide . Added...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.Exponentiation.html -
ParameterGrid — scikit-learn 1.7.2 documentation
{ 'a' : 2 , 'b' : True }, { 'a' : 2 , 'b' : False }])...>>> param_grid = { 'a' : [ 1 , 2 ], 'b' : [ True , False ]} >>>...scikit-learn.org/stable/modules/generated/sklearn.model_selection.ParameterGrid.html -
ParameterSampler — scikit-learn 1.7.2 documenta...
'a' : 2 }, ... { 'b' : 1.038159 , 'a' : 2 }] True On this...>>> param_grid = { 'a' :[ 1 , 2 ], 'b' : expon ()} >>> param_list...scikit-learn.org/stable/modules/generated/sklearn.model_selection.ParameterSampler.html -
fetch_openml — scikit-learn 1.7.2 documentation
2 Release Highlights for scikit-learn 1.2 Release Highlights...selected. Added in version 1.2. Changed in version 1.4: The default...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_openml.html -
ExtraTreesClassifier — scikit-learn 1.7.2 docum...
min_samples_split = 2 , min_samples_leaf = 1 , min_...min_samples_split int or float, default=2 The minimum number of samples...scikit-learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesClassifier.html -
gen_even_slices — scikit-learn 1.7.2 documentation
2, None), slice(2, 4, None), ..., slice(8,...[slice(0, 1, None), slice(1, 2, None), ..., slice(9, 10, None)]...scikit-learn.org/stable/modules/generated/sklearn.utils.gen_even_slices.html -
DictionaryLearning — scikit-learn 1.7.2 documen...
_Fro ^ 2 + alpha * || U || _1 , 1 ( U , V ) with || V_k || _2 <=...X_hat - X ) ** 2 , axis = 1 ) / np . sum ( X ** 2 , axis = 1 ))...scikit-learn.org/stable/modules/generated/sklearn.decomposition.DictionaryLearning.html