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  1. 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
    Fri May 31 14:06:06 UTC 2024
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  2. 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
    Fri May 31 14:06:06 UTC 2024
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  3. 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
    Fri May 31 14:06:07 UTC 2024
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  4. 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
    Fri May 31 14:06:07 UTC 2024
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  5. 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
    Fri May 31 14:06:06 UTC 2024
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  6. 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
    Fri May 31 14:06:07 UTC 2024
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  7. 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
    Fri May 31 14:06:07 UTC 2024
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  8. 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
    Fri May 31 14:06:06 UTC 2024
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  9. silhouette_samples — scikit-learn 1.5.0 documen...

    The best value is 1 and the worst value is -1. Values near 0 indicate...2 <= n_labels <= n_samples - 1 . This function returns the Silhouette...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.silhouette_samples.html
    Fri May 31 14:06:07 UTC 2024
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  10. Release Highlights for scikit-learn 1.0 — sciki...

    scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...import make_pipeline y = [ 1 , 0 , 1 ] pipe = make_pipeline ( preprocessor...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_0_0.html
    Fri May 31 14:06:06 UTC 2024
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