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  1. SVR — scikit-learn 1.7.2 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 Dec 04 11:53:54 GMT 2025
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  2. MaxAbsScaler — scikit-learn 1.7.2 documen...

    -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
    Thu Dec 04 11:53:54 GMT 2025
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  3. TfidfVectorizer — scikit-learn 1.7.2 docu...

    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
    Fri Dec 05 17:52:54 GMT 2025
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  4. GaussianNB — scikit-learn 1.7.2 documenta...

    ([[ - 1 , - 1 ], [ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2...2 , 1 ], [ 3 , 2 ]]) >>> Y = np . array ([ 1 , 1 , 1...
    scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.GaussianNB.html
    Fri Dec 05 17:52:54 GMT 2025
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  5. StratifiedKFold — scikit-learn 1.7.2 docu...

    array ([[ 1 , 2 ], [ 3 , 4 ], [ 1 , 2 ], [ 3 , 4 ]])...>>> y = np . array ([ 0 , 0 , 1 , 1 ]) >>> skf = StratifiedKFold...
    scikit-learn.org/stable/modules/generated/sklearn.model_selection.StratifiedKFold.html
    Fri Dec 05 17:52:54 GMT 2025
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  6. partial_dependence — scikit-learn 1.7.2 d...

    [ 1 , 0 , 0 ]] >>> y = [ 0 , 1 ] >>>...interacting features (e.g. [(0, 1)] ) for which the partial dependency...
    scikit-learn.org/stable/modules/generated/sklearn.inspection.partial_dependence.html
    Fri Dec 05 17:52:54 GMT 2025
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  7. locally_linear_embedding — scikit-learn 1...

    > n_components * (1 + (n_components + 1) / 2. see reference...means 1 unless in a joblib.parallel_backend context. -1 means...
    scikit-learn.org/stable/modules/generated/sklearn.manifold.locally_linear_embedding.html
    Fri Dec 05 17:52:54 GMT 2025
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  8. BernoulliRBM — scikit-learn 1.7.2 documen...

    1 , 1 ], [ 1 , 0 , 1 ], [ 1 , 1 , 1 ]]) >>>...= 256 , * , learning_rate = 0.1 , batch_size = 10 , n_iter = 10...
    scikit-learn.org/stable/modules/generated/sklearn.neural_network.BernoulliRBM.html
    Fri Dec 05 17:52:55 GMT 2025
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  9. RegressorMixin — scikit-learn 1.7.2 docum...

    array ([ - 1 , 0 , 1 ]) >>> estimator...__init__ ( self , * , param = 1 ): ... self . param = param ......
    scikit-learn.org/stable/modules/generated/sklearn.base.RegressorMixin.html
    Fri Dec 05 17:52:54 GMT 2025
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  10. RANSACRegressor — scikit-learn 1.7.2 docu...

    min_samples int (>= 1) or float ([0, 1]), default=None Minimum...min_samples is chosen as X.shape[1] + 1 . This parameter is highly...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.RANSACRegressor.html
    Fri Dec 05 17:52:54 GMT 2025
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