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preprocessing.rst.txt
['female', 'Europe', 'Firefox'], ... ['female', 'Asia', 'Chrome']]...X = [['male', 'from US', 'uses Safari'], ['female', 'from Europe',...scikit-learn.org/stable/_sources/modules/preprocessing.rst.txt -
sklearn.cluster.OPTICS — scikit-learn 1.4.2 doc...
scikit-learn: [‘cityblock’, ‘cosine’, ‘euclidean’, ‘l1’, ‘l2’, ‘manhattan’]...‘chebyshev’, ‘correlation’, ‘dice’, ‘hamming’, ‘jaccard’, ‘kulsinski’,...scikit-learn.org/stable/modules/generated/sklearn.cluster.OPTICS.html -
sklearn.model_selection.RandomizedSearchCV — sc...
'kernel' : 'rbf' , 'gamma' : 0.1 }, ... ], } NOTE The key 'params'...rank_test_score ‘rbf’ 0.1 0.80 … 1 ‘rbf’ 0.2 0.84 … 3 ‘rbf’ 0.3 0.70...scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html -
sklearn.ensemble.VotingClassifier — scikit-lear...
voting {‘hard’, ‘soft’}, default=’hard’ If ‘hard’, uses predicted...= [ ... ( 'lr' , clf1 ), ( 'rf' , clf2 ), ( 'gnb' , clf3 )],...scikit-learn.org/stable/modules/generated/sklearn.ensemble.VotingClassifier.html -
sklearn.preprocessing.SplineTransformer — sciki...
extrapolation {‘error’, ‘constant’, ‘linear’, ‘continue’, ‘periodic’}, default=’constant’...linear models. order {‘C’, ‘F’}, default=’C’ Order of output array...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.SplineTransformer.html -
grid_search.rst.txt
= [ {'C': [1, 10, 100, 1000], 'kernel': ['linear']}, {'C': [1,...e=.1), 'kernel': ['rbf'], 'class_weight':['balanced', None]}...scikit-learn.org/stable/_sources/modules/grid_search.rst.txt -
sklearn.inspection.PartialDependenceDisplay — s...
kind {‘average’, ‘individual’, ‘both’}, default=’average’ Whether...features . kind {‘average’, ‘individual’, ‘both’} or list of such...scikit-learn.org/stable/modules/generated/sklearn.inspection.PartialDependenceDisplay.html -
Segmenting the picture of greek coins in region...
used: eigen_solver='arpack', 'lobpcg', or 'amg'. # Choosing eigen_solver='amg'...set eigen_solver='arpack', 'lobpcg', or 'amg' and eigen_tol #...scikit-learn.org/stable/auto_examples/cluster/plot_coin_segmentation.html -
sklearn.decomposition.SparseCoder — scikit-lear...
transform_algorithm {‘lasso_lars’, ‘lasso_cd’, ‘lars’, ‘omp’, ‘threshold’}, default=’omp’...default=’omp’ Algorithm used to transform the data: 'lars' : uses...scikit-learn.org/stable/modules/generated/sklearn.decomposition.SparseCoder.html -
sklearn.metrics.pairwise_distances_argmin — sci...
scikit-learn: [‘cityblock’, ‘cosine’, ‘euclidean’, ‘l1’, ‘l2’, ‘manhattan’]...‘chebyshev’, ‘correlation’, ‘dice’, ‘hamming’, ‘jaccard’, ‘kulsinski’,...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise_distances_argmin.html -
SlashdotSitenews
There's a new variety of advertising we're introducing,...them. Note: it's very important to us that it's always clear...feeds.feedburner.com/SlashdotSitenews -
sklearn.utils.multiclass.type_of_target — sciki...
1 ]) 'binary' >>> type_of_target ([ 'a' , 'b' , 'a' ]) 'binary'...3.0 ]) 'multiclass' >>> type_of_target ([ 'a' , 'b' , 'c' ]) 'multiclass'...scikit-learn.org/stable/modules/generated/sklearn.utils.multiclass.type_of_target.html -
sklearn.decomposition.KernelPCA — scikit-learn ...
kernel {‘linear’, ‘poly’, ‘rbf’, ‘sigmoid’, ‘cosine’, ‘precomputed’}...eigen_solver {‘auto’, ‘dense’, ‘arpack’, ‘randomized’}, default=’auto’...scikit-learn.org/stable/modules/generated/sklearn.decomposition.KernelPCA.html -
sklearn.decomposition.MiniBatchDictionaryLearni...
transform_algorithm {‘lasso_lars’, ‘lasso_cd’, ‘lars’, ‘omp’, ‘threshold’}, default=’omp’...fit_algorithm {‘lars’, ‘cd’}, default=’lars’ The algorithm used: 'lars'...scikit-learn.org/stable/modules/generated/sklearn.decomposition.MiniBatchDictionaryLearning.html -
Living abroad, a former WA lawmaker finds his l...
static_server = 'dha92jo6cen2v.cloudfront.net', icons_url = '//' + static_server...static_server + '/images/icons.svg'; var xhr = new XMLHttpRequest();...www.metafilter.com/203184/Living-abroad-a-former-WA-lawmaker-finds-his-liberal-utopia -
sklearn.cluster.AgglomerativeClustering — sciki...
linkage {‘ward’, ‘complete’, ‘average’, ‘single’}, default=’ward’...compute_full_tree = 'auto' , linkage = 'ward' , distance_threshold...scikit-learn.org/stable/modules/generated/sklearn.cluster.AgglomerativeClustering.html -
sklearn.neighbors.KernelDensity — scikit-learn ...
kernel {‘gaussian’, ‘tophat’, ‘epanechnikov’, ‘exponential’, ‘linear’,...algorithm {‘kd_tree’, ‘ball_tree’, ‘auto’}, default=’auto’ The tree...scikit-learn.org/stable/modules/generated/sklearn.neighbors.KernelDensity.html -
sklearn.tree.export_graphviz — scikit-learn 1.4...
label {‘all’, ‘root’, ‘none’}, default=’all’ Whether to show...Options include ‘all’ to show at every node, ‘root’ to show only...scikit-learn.org/stable/modules/generated/sklearn.tree.export_graphviz.html -
sklearn.neighbors.NeighborhoodComponentsAnalysi...
init {‘auto’, ‘pca’, ‘lda’, ‘identity’, ‘random’} or ndarray...options are 'auto' , 'pca' , 'lda' , 'identity' , 'random' , and a...scikit-learn.org/stable/modules/generated/sklearn.neighbors.NeighborhoodComponentsAnalysis.html -
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