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PLSRegression — scikit-learn 1.5.2 documentation
[ 2. , 2. , 2. ], [ 2. , 5. , 4. ]] >>> y =...= [[ 0.1 , - 0.2 ], [ 0.9 , 1.1 ], [ 6.2 , 5.9 ], [ 11.9 , 12.3...scikit-learn.org/stable/modules/generated/sklearn.cross_decomposition.PLSRegression.html -
PassiveAggressiveClassifier — scikit-learn 1.5....
n_features) if n_classes == 2 else (n_classes, n_features) Weights...of shape (1,) if n_classes == 2 else (n_classes,) Constants in...scikit-learn.org/stable/modules/generated/sklearn.linear_model.PassiveAggressiveClassifier.html -
SpectralClustering — scikit-learn 1.5.2 documen...
( - dist_matrix ** 2 / ( 2. * delta ** 2 )) where delta is a...normalized graph cuts [1] , [2] . When calling fit , an affinity...scikit-learn.org/stable/modules/generated/sklearn.cluster.SpectralClustering.html -
TSNE — scikit-learn 1.5.2 documentation
2 - 0.8. Angle less than 0.2 has quickly increasing...sklearn.manifold. TSNE ( n_components = 2 , * , perplexity = 30.0 , early_exaggeration...scikit-learn.org/stable/modules/generated/sklearn.manifold.TSNE.html -
7.4. Loading other datasets — scikit-learn 1.5....
15(2), 49-60, 2014. 7.4.3.2. ARFF parser # From...Quantization using K-Means 7.4.2. Datasets in svmlight / libsvm...scikit-learn.org/stable/datasets/loading_other_datasets.html -
User Guide — scikit-learn 1.5.2 documentation
Mixture 2.2. Manifold learning 2.2.1. Introduction 2.2.2. Isomap...Isomap 2.2.3. Locally Linear Embedding 2.2.4. Modified Locally Linear...scikit-learn.org/stable/user_guide.html -
MiniBatchNMF — scikit-learn 1.5.2 documentation
||H||_{Fro}^2\end{aligned}\end{align} \] Where: \(||A||_{Fro}^2 = \sum_{i,j}...array ([[ 1 , 1 ], [ 2 , 1 ], [ 3 , 1.2 ], [ 4 , 1 ], [ 5 , 0.8...scikit-learn.org/stable/modules/generated/sklearn.decomposition.MiniBatchNMF.html -
LassoLarsCV — scikit-learn 1.5.2 documentation
is: ( 1 / ( 2 * n_samples )) * || y - Xw ||^ 2_2 + alpha * ||...float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...scikit-learn.org/stable/modules/generated/sklearn.linear_model.LassoLarsCV.html -
GMM covariances — scikit-learn 1.5.2 documentation
covariances_ [ n ][: 2 , : 2 ] elif gmm . covariance_type...covariances = gmm . covariances_ [: 2 , : 2 ] elif gmm . covariance_type...scikit-learn.org/stable/auto_examples/mixture/plot_gmm_covariances.html -
DBSCAN — scikit-learn 1.5.2 documentation
2 ], [ 2 , 2 ], [ 2 , 3 ], ... [ 8 , 7 ],...memory complexity of \(O({n}^2)\) , which can occur when the...scikit-learn.org/stable/modules/generated/sklearn.cluster.DBSCAN.html