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Spectral clustering for image segmentation R...
]) ** 2 + ( y - center1 [ 1 ]) ** 2 < radius1 ** 2 circle2...]) ** 2 + ( y - center2 [ 1 ]) ** 2 < radius2 ** 2 circle3...scikit-learn.org/stable/auto_examples/cluster/plot_segmentation_toy.html -
Normal, Ledoit-Wolf and OAS Linear Discriminant...
centers = [[ - 2 ], [ 2 ]]) # add non-discriminative...features_samples_ratio , acc_clf1 , linewidth = 2 , label = "LDA" , color...scikit-learn.org/stable/auto_examples/classification/plot_lda.html -
k_means — scikit-learn 1.8.0 documentation
2 ], [ 1 , 4 ], [ 1 , 0 ], ... [ 10 , 2 ], [ 10 , 4...>>> centroid array([[10., 2.], [ 1., 2.]]) >>> label array([1,...scikit-learn.org/stable/modules/generated/sklearn.cluster.k_means.html -
plot_release_highlights_1_8_0.py
2, 2) x2, y2 = S_scaling.T ax2.scatter(x2,...complexity compared to # `O(n**2)` previously, which allows to...scikit-learn.org/stable/_downloads/2f7d0c4f8bbd7c7e4062e34c1bffe66a/plot_release_highlights_1_8_0.py -
PCA — scikit-learn 1.8.0 documentation
[ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2 , 1 ], [ 3...3 , 2 ]]) >>> pca = PCA ( n_components = 2 ) >>>...scikit-learn.org/stable/modules/generated/sklearn.decomposition.PCA.html -
murmurhash3_32 — scikit-learn 1.8.0 docum...
to a signed int from -(2 ** 31) to 2 ** 31 - 1 Examples >>>...to an unsigned int from 0 to 2 ** 32 - 1 False: the results is...scikit-learn.org/stable/modules/generated/sklearn.utils.murmurhash3_32.html -
d2_brier_score — scikit-learn 1.8.0 docum...
labels = None ) [source] # \(D^2\) score function, fraction of...features. The null model gets a D^2 score of 0.0. Read more in the...scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_brier_score.html -
dcg_score — scikit-learn 1.8.0 documentation
log_base = 2 , sample_weight = None , ignore_ties...outputs. log_base float, default=2 Base of the logarithm used for...scikit-learn.org/stable/modules/generated/sklearn.metrics.dcg_score.html -
Outlier detection with Local Outlier Factor (LO...
2 ) X_inliers = np . r_ [ X_inliers + 2 , X_inliers...relative to this cluster, and 2) smaller than the maximum number...scikit-learn.org/stable/auto_examples/neighbors/plot_lof_outlier_detection.html -
dict_learning_online — scikit-learn 1.8.0...
X_hat - X ) ** 2 , axis = 1 ) / np . sum ( X ** 2 , axis = 1 ))...dict_learning_online ( X , n_components = 2 , * , alpha = 1 , max_iter = 100...scikit-learn.org/stable/modules/generated/sklearn.decomposition.dict_learning_online.html