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  1. LinearSVR — scikit-learn 1.8.0 documentation

    1] , where 1 corresponds to the intercept....version 1.3: The "auto" option is added in version 1.3 and...
    scikit-learn.org/stable/modules/generated/sklearn.svm.LinearSVR.html
    Mon Feb 02 09:23:44 GMT 2026
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  2. extract_patches_2d — scikit-learn 1.8.0 d...

    max_patches is a float between 0 and 1, it is taken to be a proportion...>>> print ( patches [ 1 ]) [[[174 201 231] [174 201 231]]...
    scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.image.extract_patches_2d.html
    Mon Feb 02 09:23:44 GMT 2026
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  3. AdaBoostRegressor — scikit-learn 1.8.0 do...

    the range [1, inf) . learning_rate float, default=1.0 Weight applied...n_estimators = 50 , learning_rate = 1.0 , loss = 'linear' , random_state...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostRegressor.html
    Mon Feb 02 09:23:44 GMT 2026
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  4. OrthogonalMatchingPursuitCV — scikit-lear...

    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
    Mon Feb 02 09:23:44 GMT 2026
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  5. SkewedChi2Sampler — scikit-learn 1.8.0 do...

    [ 1 , 1 ], [ 1 , 0 ], [ 0 , 1 ]] >>> y...y = [ 0 , 0 , 1 , 1 ] >>> chi2_feature = SkewedChi2Sampler...
    scikit-learn.org/stable/modules/generated/sklearn.kernel_approximation.SkewedChi2Sampler.html
    Mon Feb 02 09:23:44 GMT 2026
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  6. QuantileTransformer — scikit-learn 1.8.0 ...

    Added in version 1.5: The option None to disable...all strings. Added in version 1.0. See also quantile_transform...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.QuantileTransformer.html
    Mon Feb 02 09:23:44 GMT 2026
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  7. A demo of the Spectral Biclustering algorithm &...

    consensus score: 1.0 The score is between 0 and 1, where 1 corresponds...and adds 1 to each to ensure that the labels start from 1 instead...
    scikit-learn.org/stable/auto_examples/bicluster/plot_spectral_biclustering.html
    Mon Feb 02 09:23:44 GMT 2026
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  8. OneVsRestClassifier — scikit-learn 1.8.0 ...

    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
    Mon Feb 02 09:23:44 GMT 2026
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  9. Frequently Asked Questions — scikit-learn...

    reshape ( - 1 , 1 ) >>> X array([[0], [1], [2]]) >>>...'brute' ) (array([0, 1]), array([ 0, 0, -1])) Note that the example...
    scikit-learn.org/stable/faq.html
    Mon Feb 02 09:23:44 GMT 2026
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  10. Demo of affinity propagation clustering algorit...

    centers = [[ 1 , 1 ], [ - 1 , - 1 ], [ 1 , - 1 ]] X , labels_true...0 ]], [ cluster_center [ 1 ], x [ 1 ]], color = col [ "color"...
    scikit-learn.org/stable/auto_examples/cluster/plot_affinity_propagation.html
    Mon Feb 02 09:23:44 GMT 2026
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