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mutual_info_score — scikit-learn 1.8.0 document...
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 -
7.2. Feature extraction — scikit-learn 1.8.0 do...
\(v_{norm} = \frac{v}{||v||_2} = \frac{v}{\sqrt{v{_1}^2 + v{_2}^2 + \dots...\(v_{norm} = \frac{v}{||v||_2} = \frac{v}{\sqrt{v{_1}^2 + v{_2}^2 + \dots...scikit-learn.org/stable/modules/feature_extraction.html -
2.9. Neural network models (unsupervised) — sci...
\[P(\mathbf{v}, \mathbf{h}) = \frac{e^{-E(\mathbf{v}, \mathbf{h})}}{Z}\]...likelihood: \[\log P(v) = \log \sum_h e^{-E(v, h)} - \log \sum_{x,...scikit-learn.org/stable/modules/neural_networks_unsupervised.html -
DictVectorizer — scikit-learn 1.8.0 documentation
on import DictVectorizer >>> v = DictVectorizer ( sparse = False...'foo' : 3 , 'baz' : 1 }] >>> X = v . fit_transform ( D ) >>> X array([[2.,...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.DictVectorizer.html -
ward_tree — scikit-learn 1.8.0 documentation
\sqrt{\frac{|v|+|s|} {T}d(v,s)^2 + \frac{|v|+|t|} {T}d(v,t)^2 - \frac{|v|} {T}d(s,t)^2}\]...\(d(u,v)\) is computed as follows, \[d(u,v) = \sqrt{\frac{|v|+|s|}...scikit-learn.org/stable/modules/generated/sklearn.cluster.ward_tree.html -
GMM covariances — scikit-learn 1.8.0 documentation
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 -
Node.js in a Kubernets world
"v":1} {"level":30,"time":158445...4449b4-98w2j","msg":"ready","v":1} {"level":30,"time":158445...developer.ibm.com/articles/nodejs-kubernetes-basics/ -
2.4. Biclustering — scikit-learn 1.8.0 document...
\(A_n = U \Sigma V^\top\) , provides the partitions...\begin{bmatrix} R^{-1/2} U \\\\ C^{-1/2} V \end{bmatrix}\end{split}\] where...scikit-learn.org/stable/modules/biclustering.html -
Biclustering documents with the Spectral Co-clu...
V-measure: 0.4415 MiniBatchKMeans... Done in 2.90s. V-measure:...the biclusters achieve a better V-measure than clusters found by...scikit-learn.org/stable/auto_examples/bicluster/plot_bicluster_newsgroups.html -
bootstrap.js
v=d.y,y=void 0===v?0:v,w="function"==typeof...oid 0===_||_,v=i.tetherOffset,y=void 0===v?0:v,w=_t(e,{bound...scikit-learn.org/stable/_static/scripts/bootstrap.js