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sklearn.metrics.pairwise.distance_metrics — sci...
es ‘haversine’ metrics.pairwise.haversine_distances ‘l1’ met...es ‘l2’ metrics.pairwise.euclidean_distances ‘manhattan’ met...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.distance_metrics.html -
sklearn.datasets.fetch_lfw_pairs — scikit-learn...
subset {‘train’, ‘test’, ‘10_folds’}, default=’train’ Select the...load: ‘train’ for the development training set, ‘test’ for the...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_lfw_pairs.html -
sklearn.utils.extmath.randomized_range_finder —...
alizer {‘auto’, ‘QR’, ‘LU’, ‘none’}, default=’auto’ Whether the...power_iteration_normalizer = 'auto' , random_state = None ) [source]...scikit-learn.org/stable/modules/generated/sklearn.utils.extmath.randomized_range_finder.html -
sklearn.datasets.fetch_rcv1 — scikit-learn 1.4....
‘test’, ‘all’}, default=’all’ Select the dataset to load: ‘train’...stored in ‘~/scikit_learn_data’ subfolders. subset {‘train’, ‘test’,...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_rcv1.html -
sklearn.model_selection.cross_validate — scikit...
keys ()) ['fit_time', 'score_time', 'test_score'] >>> cv_results...... scoring = ( 'r2' , 'neg_mean_squared_error' ), ... return_train_score...scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_validate.html -
sklearn.cluster.dbscan — scikit-learn 1.4.2 doc...
algorithm {‘auto’, ‘ball_tree’, ‘kd_tree’, ‘brute’}, default=’auto’...with mode='distance' , then using metric='precomputed' here. Another...scikit-learn.org/stable/modules/generated/dbscan-function.html -
sklearn.utils.parallel_backend — scikit-learn 1...
‘threading’: single-host, thread-based parallelism, ‘multiprocessing’:...following backends are available: ‘loky’: single-host, process-based...scikit-learn.org/stable/modules/generated/sklearn.utils.parallel_backend.html -
sklearn.feature_extraction.FeatureHasher — scik...
default=’dict’ Choose a string from {‘dict’, ‘pair’, ‘string’}. Either...D = [{ 'dog' : 1 , 'cat' : 2 , 'elephant' : 4 },{ 'dog' : 2 ,...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.FeatureHasher.html -
sklearn.linear_model.lars_path_gram — scikit-le...
method {‘lar’, ‘lasso’}, default=’lar’ Specifies the returned...model. Select 'lar' for Least Angle Regression, 'lasso' for the Lasso....scikit-learn.org/stable/modules/generated/sklearn.linear_model.lars_path_gram.html -
Custom refit strategy of a grid search with cro...
'kernel': ['rbf']}, {'C': [1, 10, 100, 1000], 'kernel': ['linear']}],...'kernel': ['rbf']}, {'C': [1, 10, 100, 1000], 'kernel': ['linear']}],...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_digits.html