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  1. ElasticNetCV — scikit-learn 1.7.dev0 documentation

    l1_ratio = 1 it is an L1 penalty. For 0 < l1_ratio < 1 , the penalty...(i.e. Ridge), as in [.1, .5, .7, .9, .95, .99, 1] . eps float, default=1e-3...
    scikit-learn.org/dev/modules/generated/sklearn.linear_model.ElasticNetCV.html
    Mon Dec 09 18:03:45 UTC 2024
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  2. Version 1.4 — scikit-learn 1.7.dev0 documentation

    Version 1.4.1 # February 2024 Changed models...deprecated in version 1.4 and will be removed in version 1.6. Use the default...
    scikit-learn.org/dev/whats_new/v1.4.html
    Fri Dec 20 11:14:15 UTC 2024
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  3. SparseCoder — scikit-learn 1.7.dev0 documentation

    1 , 0 ], ... [ - 1 , - 1 , 2 ], ... [ 1 , 1 , 1 ], ......>>> X = np . array ([[ - 1 , - 1 , - 1 ], [ 0 , 0 , 3 ]]) >>> dictionary...
    scikit-learn.org/dev/modules/generated/sklearn.decomposition.SparseCoder.html
    Fri Dec 20 11:14:15 UTC 2024
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  4. IsolationForest — scikit-learn 1.7.dev0 documen...

    1 ], [ 0 ], [ 90 ]]) array([ 1, 1, -1]) For an example...from 0.1 to 'auto' . max_features int or float, default=1.0 The...
    scikit-learn.org/dev/modules/generated/sklearn.ensemble.IsolationForest.html
    Mon Dec 09 18:03:47 UTC 2024
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  5. SVC — scikit-learn 1.6.0 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
    Fri Dec 20 11:14:16 UTC 2024
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  6. KNeighborsTransformer — scikit-learn 1.7.dev0 d...

    () array([[1., 0., 1.], [0., 1., 1.], [1., 0., 1.]]) set_output...bors=1) >>> print ( neigh . kneighbors ([[ 1. , 1. , 1. ]]))...
    scikit-learn.org/dev/modules/generated/sklearn.neighbors.KNeighborsTransformer.html
    Mon Dec 09 18:03:46 UTC 2024
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  7. GaussianMixture — scikit-learn 1.6.0 documentation

    array ([[ 1 , 2 ], [ 1 , 4 ], [ 1 , 0 ], [ 10 , 2 ],...GaussianMixture ( n_components = 1 , * , covariance_type = 'full'...
    scikit-learn.org/stable/modules/generated/sklearn.mixture.GaussianMixture.html
    Fri Dec 20 11:14:14 UTC 2024
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  8. PowerTransformer — scikit-learn 1.7.dev0 docume...

    [[-1.316... -0.707...] [ 0.209... -0.707...] [ 1.106... 1.414...]]...X_trans * lambda_ + 1 ) ** ( 1 / lambda_ ) - 1 elif X < 0 and lambda_...
    scikit-learn.org/dev/modules/generated/sklearn.preprocessing.PowerTransformer.html
    Mon Dec 09 18:03:47 UTC 2024
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  9. SparseRandomProjection — scikit-learn 1.6.0 doc...

    with probability 1 / 2s 0 with probability 1 - 1 / s +sqrt(s) /...Added in version 1.1. density_ float in range 0.0 - 1.0 Concrete density...
    scikit-learn.org/stable/modules/generated/sklearn.random_projection.SparseRandomProjection.html
    Fri Dec 20 11:14:16 UTC 2024
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  10. BisectingKMeans — scikit-learn 1.6.0 documentation

    array ([[ 1 , 1 ], [ 10 , 1 ], [ 3 , 1 ], ... [ 10 , 0...scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Bisecting...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.BisectingKMeans.html
    Fri Dec 20 11:14:14 UTC 2024
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