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  1. Putting it all together — scikit-learn 1.4.2 do...

    arange ( 1 , pca . n_components_ + 1 ), pca . explained_variance_ratio_...y_pred [ i ]] . rsplit ( " " , 1 )[ - 1 ] true_name = target_names...
    scikit-learn.org/stable/tutorial/statistical_inference/putting_together.html
    Sat May 18 15:26:00 UTC 2024
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  2. 2.1. Gaussian mixture models — scikit-learn 1.4...

    1. Gaussian mixture models 2.1.1. Gaussian Mixture 2.1.2....Gaussian Mixture 2.1.2.1. The Dirichlet Process 2.1. Gaussian mixture...
    scikit-learn.org/stable/modules/mixture.html
    Sat May 18 15:26:00 UTC 2024
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  3. plot_release_highlights_1_4_0.ipynb

    1, 6, np.nan]).reshape(-1, 1)\ny = [0, 0, 1, 1]\n\nforest...3)\ndisp.axes_[0, 0].set_xlim(-1, 1)\ndisp.axes_[0, 0].legend()\nplt.show()"...
    scikit-learn.org/stable/_downloads/53490cdb42c3c07ba8cccd1c4ed4dca4/plot_release_highlights_1_4_0...
    Sat May 18 15:26:00 UTC 2024
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  4. 1. Supervised learning — scikit-learn 1.4.2 doc...

    Dispatching 1. Supervised learning 1.1. Linear Models 1.1.1. Ordinary...Lasso 1.1.4. Multi-task Lasso 1.1.5. Elastic-Net 1.1.6. Multi-task...
    scikit-learn.org/stable/supervised_learning.html
    Sat May 18 15:26:00 UTC 2024
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  5. Sparsity Example: Fitting only features 1 and 2...

    1 , - 0.1 ], [ 0.15 , 0.15 ]]), np . array ([[ - 0.1 , 0.15...0.1 , 0.15 , 0.15 ], [ - 0.1 , 0.15 , - 0.1 , 0.15 ]]) . T )...
    scikit-learn.org/stable/auto_examples/linear_model/plot_ols_3d.html
    Sat May 18 15:26:00 UTC 2024
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  6. sklearn.svm.OneClassSVM — scikit-learn 1.4.2 do...

    predict ( X ) array([-1, 1, 1, 1, -1]) >>> clf . score_samples...default=-1 Hard limit on iterations within solver, or -1 for no...
    scikit-learn.org/stable/modules/generated/sklearn.svm.OneClassSVM.html
    Sat May 18 15:26:00 UTC 2024
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  7. sklearn.neighbors.KNeighborsTransformer — sciki...

    () array([[1., 0., 1.], [0., 1., 1.], [1., 0., 1.]]) set_output...bors=1) >>> print ( neigh . kneighbors ([[ 1. , 1. , 1. ]]))...
    scikit-learn.org/stable/modules/generated/sklearn.neighbors.KNeighborsTransformer.html
    Sat May 18 15:26:00 UTC 2024
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  8. sklearn.svm.SVC — scikit-learn 1.4.2 documentation

    array ([[ - 1 , - 1 ], [ - 2 , - 1 ], [ 1 , 1 ], [ 2 , 1 ]]) >>>...default=-1 Hard limit on iterations within solver, or -1 for no...
    scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html
    Sat May 18 15:26:01 UTC 2024
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  9. sklearn.neighbors.NearestNeighbors — scikit-lea...

    () array([[1., 0., 1.], [0., 1., 1.], [1., 0., 1.]]) radius_neighbors...() array([[1., 0., 1.], [0., 1., 0.], [1., 0., 1.]]) set_params...
    scikit-learn.org/stable/modules/generated/sklearn.neighbors.NearestNeighbors.html
    Sat May 18 15:26:01 UTC 2024
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  10. plot_release_highlights_1_4_0.rst.txt

    1, 6, np.nan]).reshape(-1, 1) y = [0, 0, 1, 1] forest...<td>1.0</td><td>0.0</td></tr><tr><td>-1.293993</td><td>1.0</...
    scikit-learn.org/stable/_sources/auto_examples/release_highlights/plot_release_highlights_1_4_0.r...
    Sat May 18 15:26:01 UTC 2024
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