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Demo of affinity propagation clustering algorit...
labels )) print ( "V-measure: %0.3f " % metrics . v_measure_score...Homogeneity: 0.872 Completeness: 0.872 V-measure: 0.872 Adjusted Rand Index:...scikit-learn.org/stable/auto_examples/cluster/plot_affinity_propagation.html -
sklearn.metrics.DistanceMetric — scikit-learn 1...
SEuclideanDistance V sqrt(sum((x - y)^2 / V)) “mahalanobis” MahalanobisDistance...MahalanobisDistance V or VI sqrt((x - y)' V^-1 (x - y)) Metrics...scikit-learn.org/stable/modules/generated/sklearn.metrics.DistanceMetric.html -
sklearn.decomposition.dict_learning — scikit-le...
V ^* ) = argmin 0.5 || X - U V || _Fro ^ 2 + alpha...* || U || _1 , 1 ( U , V ) with || V_k || _2 = 1 for all 0 <=...scikit-learn.org/stable/modules/generated/sklearn.decomposition.dict_learning.html -
sklearn.decomposition.DictionaryLearning — scik...
V ^* ) = argmin 0.5 || X - U V || _Fro ^ 2 + alpha...* || U || _1 , 1 ( U , V ) with || V_k || _2 <= 1 for all 0 <=...scikit-learn.org/stable/modules/generated/sklearn.decomposition.DictionaryLearning.html -
sklearn.decomposition.SparsePCA — scikit-learn ...
used if U_init and V_init are not None. V_init ndarray of shape...n_jobs = None , U_init = None , V_init = None , verbose = False...scikit-learn.org/stable/modules/generated/sklearn.decomposition.SparsePCA.html -
Image denoising using dictionary learning — sci...
) V = dico . fit ( data ) . components_...)) for i , comp in enumerate ( V [: 100 ]): plt . subplot ( 10...scikit-learn.org/stable/auto_examples/decomposition/plot_image_denoising.html -
Gaussian Mixture Model Ellipsoids — scikit-lear...
color_iter )): v , w = linalg . eigh ( covar ) v = 2.0 * np . sqrt...patches . Ellipse ( mean , v [ 0 ], v [ 1 ], angle = 180.0 + angle...scikit-learn.org/stable/auto_examples/mixture/plot_gmm.html -
sklearn.model_selection.ParameterSampler — scik...
round ( v , 6 )) for ( k , v ) in d . items ()) ......scikit-learn.org/stable/modules/generated/sklearn.model_selection.ParameterSampler.html -
The Car You Never Expected (to disappear) | Met...
favorites ] I have a Tesla Model V. It was a Model Y, but the stem...www.metafilter.com/203748/The-Car-You-Never-Expected-to-disappear -
Clustering text documents using k-means — sciki...
)) scores [ "V-measure" ] . append ( metrics . v_measure_score...assigned to the same clusters; V-measure, the harmonic mean of...scikit-learn.org/stable/auto_examples/text/plot_document_clustering.html