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Version 1.3 — scikit-learn 1.5.0 documentation
Version 1.3.1 # September 2023 Changed models...scikit-learn 1.2 to make it predict with scikit-learn 1.3: retraining...scikit-learn.org/stable/whats_new/v1.3.html -
SpectralEmbedding — scikit-learn 1.5.0 document...
means 1 unless in a joblib.parallel_backend context. -1 means...If None, gamma will be set to 1/n_features. random_state int,...scikit-learn.org/stable/modules/generated/sklearn.manifold.SpectralEmbedding.html -
RandomizedSearchCV — scikit-learn 1.5.0 documen...
version 1.5: Xt was deprecated in 1.5 and will be removed in 1.7....means 1 unless in a joblib.parallel_backend context. -1 means...scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html -
LearningCurveDisplay — scikit-learn 1.5.0 docum...
1, 0.33, 0.55, 0.78, 1.]) , cv = None , scoring...(n_ticks,), default=np.linspace(0.1, 1.0, 5) Relative or absolute numbers...scikit-learn.org/stable/modules/generated/sklearn.model_selection.LearningCurveDisplay.html -
NeighborhoodComponentsAnalysis — scikit-learn 1...
If 1, progress messages will be printed to stdout. If > 1, progress...all strings. Added in version 1.0. See also sklearn.discrimin...scikit-learn.org/stable/modules/generated/sklearn.neighbors.NeighborhoodComponentsAnalysis.html -
ExpSineSquared — scikit-learn 1.5.0 documentation
ExpSineSquared ( length_scale = 1.0 , periodicity = 1.0 , length_scale_bounds...ExpSineSquared ( length_scale = 1 , periodicity = 1 ) >>> gpr = GaussianProcessRegre...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.ExpSineSquared.html -
affinity_propagation — scikit-learn 1.5.0 docum...
array ([[ 1 , 2 ], [ 1 , 4 ], [ 1 , 0 ], ... [ 4 , 2...>>> labels array([0, 0, 0, 1, 1, 1]) Gallery examples # Visualizing...scikit-learn.org/stable/modules/generated/sklearn.cluster.affinity_propagation.html -
KernelDensity — scikit-learn 1.5.0 documentation
log_density array([-1.52955942, -1.51462041, -1.60244657]) fit (...KernelDensity ( * , bandwidth = 1.0 , algorithm = 'auto' , kernel...scikit-learn.org/stable/modules/generated/sklearn.neighbors.KernelDensity.html -
FunctionTransformer — scikit-learn 1.5.0 docume...
Added in version 1.1. kw_args dict, default=None Dictionary...array([[0. , 0.6931...], [1.0986..., 1.3862...]]) fit ( X , y =...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.FunctionTransformer.html -
GaussianProcessRegressor — scikit-learn 1.5.0 d...
ConstantKernel(1.0, constant_value_bounds="fixed") * RBF(1.0, lengt...implementation is based on Algorithm 2.1 of [RW2006] . In addition to standard...scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.GaussianProcessRegressor.html