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  1. SGDClassifier — scikit-learn 1.7.1 documentation

    [ - 2 , - 1 ], [ 1 , 1 ], [ 2 , 1 ]]) >>> Y = np...np . array ([ 1 , 1 , 2 , 2 ]) >>> # Always scale the input. The...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.SGDClassifier.html
    Thu Aug 07 12:27:54 UTC 2025
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  2. PolynomialFeatures — scikit-learn 1.7.1 documen...

    degree-2 polynomial features are [1, a, b, a^2, ab, b^2]. Read...etc. excluded: x[0] ** 2 , x[0] ** 2 * x[1] , etc. include_bias...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.PolynomialFeatures.html
    Thu Aug 07 12:27:55 UTC 2025
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  3. RegressorMixin — scikit-learn 1.7.1 documentation

    2 ], [ 2 , 3 ], [ 3 , 4 ]]) >>> y =...float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...
    scikit-learn.org/stable/modules/generated/sklearn.base.RegressorMixin.html
    Thu Aug 07 12:27:55 UTC 2025
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  4. PartialDependenceDisplay — scikit-learn 1.7.1 d...

    2 Release Highlights for scikit-learn 1.2 Release Highlights...‘both’) is not a valid option for 2-ways interactions plot. As a result,...
    scikit-learn.org/stable/modules/generated/sklearn.inspection.PartialDependenceDisplay.html
    Thu Aug 07 12:27:55 UTC 2025
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  5. cluster_optics_dbscan — scikit-learn 1.7.1 docu...

    2 ], [ 2 , 5 ], [ 3 , 6 ], ... [ 8... ( ... X , ... min_samples = 2 , ... max_eps = np . inf , ......
    scikit-learn.org/stable/modules/generated/sklearn.cluster.cluster_optics_dbscan.html
    Thu Aug 07 12:27:54 UTC 2025
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  6. 1.7. Gaussian Processes — scikit-learn 1.7.1 do...

    log-transformed [[ -inf 2.30258509] [ -inf 2.30258509] [ -inf 2.30258509]]...\left(1 + \frac{d(x_i, x_j)^2}{2\alpha l^2}\right)^{-\alpha}\] The...
    scikit-learn.org/stable/modules/gaussian_process.html
    Thu Aug 07 12:27:54 UTC 2025
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  7. Older Versions — scikit-learn 1.7.1 documentation

    flyingimmidev 2 Francois Savard 2 Hannes Schulz 2 Peter Welinder 2 Yaroslav...Losi 2 Charles McCarthy 2 Roy Hyunjin Han 2 Scott White 2 ibayer...
    scikit-learn.org/stable/whats_new/older_versions.html
    Thu Aug 07 12:27:54 UTC 2025
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  8. AirPods 4 at Their Lowest Price Ever This Prime...

    Powerbeats Pro 2. You can learn more in my Beats Powerbeats Pro 2 review...Pixel Buds Pro 2 (IP54). Google Pixel Buds Pro 2 $ 160.54 $ 229.00...
    www.nbcnews.com/select/shopping/amazon-prime-day-airpods-deals-2025-rcna216359
    Sat Jul 12 01:03:39 UTC 2025
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  9. DecisionTreeRegressor — scikit-learn 1.7.1 docu...

    float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...= None , min_samples_split = 2 , min_samples_leaf = 1 , min_...
    scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeRegressor.html
    Thu Aug 07 12:27:54 UTC 2025
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  10. make_biclusters — scikit-learn 1.7.1 documentation

    shape (2, 10) >>> cols . shape (2, 20) Gallery examples...shape = ( 10 , 20 ), n_clusters = 2 , random_state = 42 ... ) >>>...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_biclusters.html
    Thu Aug 07 12:27:52 UTC 2025
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