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DictVectorizer — scikit-learn 1.7.0 documentation
[{ 'foo' : 1 , 'bar' : 2 }, { 'foo' : 3 , 'baz' : 1 }] >>> X =...) >>> X array([[2., 0., 1.], [0., 1., 3.]]) >>> v . inverse_transform...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.DictVectorizer.html -
fetch_20newsgroups_vectorized — scikit-learn 1....
Added in version 1.5. delay float, default=1.0 Number of seconds...False , n_retries = 3 , delay = 1.0 ) [source] # Load and vectorize...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_20newsgroups_vectorized.html -
BernoulliNB — scikit-learn 1.7.0 documentation
Added in version 1.2. Changed in version 1.4: The default value...sklearn.naive_bayes. BernoulliNB ( * , alpha = 1.0 , force_alpha = True , binarize...scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.BernoulliNB.html -
ConstantKernel — scikit-learn 1.7.0 documentation
\[k(x_1, x_2) = constant\_value \;\forall\; x_1, x_2\] Adding...predict ( X [: 1 ,:], return_std = True ) (array([606.1]), array([0.248]))...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.ConstantKernel.html -
OrthogonalMatchingPursuitCV — scikit-learn 1.7....
means 1 unless in a joblib.parallel_backend context. -1 means...all strings. Added in version 1.0. See also orthogonal_mp Solves...scikit-learn.org/stable/modules/generated/sklearn.linear_model.OrthogonalMatchingPursuitCV.html -
FastICA — scikit-learn 1.7.0 documentation
The implementation is based on [1] . Read more in the User Guide...performed. Changed in version 1.3: The default value of whiten...scikit-learn.org/stable/modules/generated/sklearn.decomposition.FastICA.html -
IterativeImputer — scikit-learn 1.7.0 documenta...
is met once max(abs(X_t - X_{t-1}))/max(abs(X[known_vals])) < tol...data types. Added in version 1.3. imputation_order {‘ascending’,...scikit-learn.org/stable/modules/generated/sklearn.impute.IterativeImputer.html -
DummyRegressor — scikit-learn 1.7.0 documentation
1.0], default=None The quantile...while 0.0 to the minimum and 1.0 to the maximum. Attributes :...scikit-learn.org/stable/modules/generated/sklearn.dummy.DummyRegressor.html -
SelectKBest — scikit-learn 1.7.0 documentation
scikit-learn 1.1 Release Highlights for scikit-learn 1.1 On this page...all strings. Added in version 1.0. See also f_classif ANOVA F-value...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.SelectKBest.html -
Pipeline — scikit-learn 1.7.0 documentation
scikit-learn 1.7 Release Highlights for scikit-learn 1.7 Semi-supervised...ing=True) . Added in version 1.6. memory str or object with the...scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html