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  1. HalvingGridSearchCV — scikit-learn 1.6.1 docume...

    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.HalvingGridSearchCV.html
    Sat Apr 19 00:31:22 UTC 2025
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  2. LatentDirichletAllocation — scikit-learn 1.6.1 ...

    evaluate_every = -1 , total_samples = 1000000.0 , perp_tol = 0.1 , mean_change_tol...None, defaults to 1 / n_components . In [1] , this is called...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.LatentDirichletAllocation.html
    Sat Apr 19 00:31:21 UTC 2025
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  3. recall_score — scikit-learn 1.6.1 documentation

    [ 1 , 1 , 1 ], [ 0 , 1 , 1 ]] >>> y_pred = [[...[[ 0 , 0 , 0 ], [ 1 , 1 , 1 ], [ 1 , 1 , 0 ]] >>> recall_score...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.recall_score.html
    Sat Apr 19 00:31:22 UTC 2025
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  4. SVR — scikit-learn 1.6.1 documentation

    Added in version 1.1. n_support_ ndarray of shape (1,), dtype=int32..., tol = 0.001 , C = 1.0 , epsilon = 0.1 , shrinking = True ,...
    scikit-learn.org/stable/modules/generated/sklearn.svm.SVR.html
    Thu Apr 17 23:17:18 UTC 2025
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  5. StratifiedGroupKFold — scikit-learn 1.6.1 docum...

    1 , 1 , 1 , 1 , 1 , 1 , 0 , 0 , 0 , 0 , 0...Train: index=[ 0 1 2 3 7 8 9 10 11 15 16] group=[1 1 2 2 4 5 5 5 5...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.StratifiedGroupKFold.html
    Sat Apr 19 00:31:22 UTC 2025
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  6. TfidfVectorizer — scikit-learn 1.6.1 documentation

    ngram_range=(1 , 1) , max_df=1.0 , min_df=1 , max_features=None...ngram_range of (1, 1) means only unigrams, (1, 2) means unigrams...
    scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.TfidfVectorizer.html
    Sat Apr 19 00:31:21 UTC 2025
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  7. KernelDensity — scikit-learn 1.6.1 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
    Sat Apr 19 00:31:21 UTC 2025
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  8. GaussianNB — scikit-learn 1.6.1 documentation

    ([[ - 1 , - 1 ], [ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2...2 , 1 ], [ 3 , 2 ]]) >>> Y = np . array ([ 1 , 1 , 1 , 2 , 2...
    scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.GaussianNB.html
    Sat Apr 19 00:31:21 UTC 2025
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  9. MaxAbsScaler — scikit-learn 1.6.1 documentation

    -1. , 1. ], [ 1. , 0. , 0. ], [ 0. , 1. , -0.5]]) fit...= [[ 1. , - 1. , 2. ], ... [ 2. , 0. , 0. ], ... [ 0. , 1. , -...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.MaxAbsScaler.html
    Sat Apr 19 00:31:20 UTC 2025
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  10. RBF — scikit-learn 1.6.1 documentation

    return_X_y = True ) >>> kernel = 1.0 * RBF ( 1.0 ) >>> gpc = GaussianProcessClass...ernels. RBF ( length_scale = 1.0 , length_scale_bounds = (1e-05,...
    scikit-learn.org/stable/modules/generated/sklearn.gaussian_process.kernels.RBF.html
    Sat Apr 19 00:31:22 UTC 2025
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