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PartialDependenceDisplay — scikit-learn 1.7.1 d...
in features . kind {‘average’, ‘individual’, ‘both’} or list of...parameter with 'average' , 'individual' , and 'both' options. Added in...scikit-learn.org/stable/modules/generated/sklearn.inspection.PartialDependenceDisplay.html -
OrthogonalMatchingPursuit — scikit-learn 1.7.1 ...
12. (December 1993), pp. 3397-3415. ( https://www.di.ens.fr/~m...OrthogonalMatchingPu () . fit ( X , y ) >>> reg . score ( X , y ) 0.9991 >>>...scikit-learn.org/stable/modules/generated/sklearn.linear_model.OrthogonalMatchingPursuit.html -
lars_path — scikit-learn 1.7.1 documentation
random_state = 0 ... ) >>> true_coef array([ 0. , 0. , 0. , 97.9, 45.7])...method=’lasso’ is: ( 1 / ( 2 * n_samples )) * || y - Xw ||^ 2_2 + alpha *...scikit-learn.org/stable/modules/generated/sklearn.linear_model.lars_path.html -
sklearn.cluster — scikit-learn 1.7.1 documentation
density-based clustering. KMeans K-Means clustering. MeanShift...kernel. MiniBatchKMeans Mini-Batch K-Means clustering. OPTICS...scikit-learn.org/stable/api/sklearn.cluster.html -
sklearn.feature_extraction — scikit-learn 1.7.1...
of patches. image.grid_to_graph Graph of the pixel-to-pixel connections....connections. image.img_to_graph Graph of the pixel-to-pixel gradient...scikit-learn.org/stable/api/sklearn.feature_extraction.html -
getting_started.rst.txt
StandardScaler().fit(X).transform(X) array([[-1., 1.], [ 1., -1.]]) Sometimes,...make_pipeline( ... StandardScaler(), ... LogisticRegression() ... ) ......scikit-learn.org/stable/_sources/getting_started.rst.txt -
fetch_openml — scikit-learn 1.7.1 documentation
retries. parser {“auto”, “pandas”, “liac-arff”}, default=”auto”...bool = 'auto' , n_retries : int = 3 , delay : float = 1.0 , parser...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_openml.html -
MDS — scikit-learn 1.7.1 documentation
of 0 indicates “perfect” fit, 0.025 excellent, 0.05 good, 0.1...'warn' , max_iter = 300 , verbose = 0 , eps = 1e-06 , n_jobs = None...scikit-learn.org/stable/modules/generated/sklearn.manifold.MDS.html -
load_svmlight_files — scikit-learn 1.7.1 docume...
each (see https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/data...zero_based='auto' , query_id=False , offset=0 , length=-1 ) [source]...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_svmlight_files.html -
ward_tree — scikit-learn 1.7.1 documentation
], [ 1 , 4 ], [ 1 , 0 ], ... [ 4 , 2 ], [ 4 , 4 ], [ 4 , 0 ]])...ward_tree ( X ) >>> children array([[0, 1], [3, 5], [2, 6], [4, 7],...scikit-learn.org/stable/modules/generated/sklearn.cluster.ward_tree.html