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DistanceMetric — scikit-learn 1.8.0 docum...
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 -
Gaussian Mixture Model Ellipsoids — sciki...
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 -
GMM covariances — scikit-learn 1.8.0 docu...
degrees v = 2.0 * np . sqrt ( 2.0 ) * np . sqrt ( v ) ell = mpl...gmm . means_ [ n , : 2 ], v [ 0 ], v [ 1 ], angle = 180 + angle...scikit-learn.org/stable/auto_examples/mixture/plot_gmm_covariances.html -
InstanceSupplier (Spring Framework 7.0.1 API)
Description default <V> InstanceSupplier <V> andThen (...default <V> InstanceSupplier <V> andThen...docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/beans/factory/suppor... -
org.springframework.cglib.core.internal Class H...
V> Interface Hierarchy org.s...re.internal. Function <K, V>...docs.spring.io/spring-framework/docs/current/javadoc-api/org/springframework/cglib/core/internal/... -
Biclustering documents with the Spectral Co-clu...
V-measure: 0.4415 MiniBatchKMeans... Done in 2.22s. V-measure:...the biclusters achieve a better V-measure than clusters found by...scikit-learn.org/stable/auto_examples/bicluster/plot_bicluster_newsgroups.html -
mutual_info_score — scikit-learn 1.8.0 do...
clusterings \(U\) and \(V\) is given as: \[MI(U,V)=\sum_{i=1}^{|U|}... \sum_{j=1}^{|V|} \frac{|U_i\cap V_j|}{N} \log\frac{N|U_i \cap...scikit-learn.org/stable/modules/generated/sklearn.metrics.mutual_info_score.html -
2.9. Neural network models (unsupervised) ̵...
\[P(\mathbf{v}, \mathbf{h}) = \frac{e^{-E(\mathbf{v}, \mathbf{h})}}{Z}\]...likelihood: \[\log P(v) = \log \sum_h e^{-E(v, h)} - \log \sum_{x,...scikit-learn.org/stable/modules/neural_networks_unsupervised.html -
DictVectorizer — scikit-learn 1.8.0 docum...
import DictVectorizer >>> v = DictVectorizer ( sparse = False...'baz' : 1 }] >>> X = v . fit_transform ( D ) >>>...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.DictVectorizer.html -
homogeneity_completeness_v_measure — scik...
homogeneity and completeness and V-Measure scores at once. Those...the score values in any way. V-Measure is furthermore symmetric:...scikit-learn.org/stable/modules/generated/sklearn.metrics.homogeneity_completeness_v_measure.html