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resample — scikit-learn 1.6.0 documentation
2)> >>> X_sparse . toarray () array([[1., 0.], [2., 1.],...= np . array ([[ 1. , 0. ], [ 2. , 1. ], [ 0. , 0. ]]) >>> y =...scikit-learn.org/stable/modules/generated/sklearn.utils.resample.html -
Comparison of LDA and PCA 2D projection of Iris...
the different samples on the 2 first principal components. Linear...target_names pca = PCA ( n_components = 2 ) X_r = pca . fit ( X ) . transform...scikit-learn.org/stable/auto_examples/decomposition/plot_pca_vs_lda.html -
Release Highlights for scikit-learn 0.22 — scik...
2. From 1.2, use RocCurveDisplay instead....n_neighbors = 2 ) print ( imputer . fit_transform ( X )) [[1. 2. 4. ]...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_0_22_0.html -
d367480a7bb9d809.css
ata-columns="2"]{grid-template-columns:repeat(2,1fr)}.Grid_g...cal;-webkit-line-clamp:2;line-clamp:2}.PostPreview_image__LZ...www.elastic.co/search-labs/_next/static/css/d367480a7bb9d809.css -
AdditiveChi2Sampler — scikit-learn 1.6.0 docume...
sample_steps = 2 , sample_interval = None ) [source]...original space is transformed into 2*sample_steps-1 features, where...scikit-learn.org/stable/modules/generated/sklearn.kernel_approximation.AdditiveChi2Sampler.html -
ELSER – Elastic Learned Sparse EncodeR | Machin...
model_2.pt https://ml-models.elastic.co/elser_model_2.vocab.json..._ml/trained_models/.elser_model_2 { "input": { "field_names": ["text_field"]...www.elastic.co/guide/en/machine-learning/current/ml-nlp-elser.html -
DictionaryLearning — scikit-learn 1.6.0 documen...
_Fro ^ 2 + alpha * || U || _1 , 1 ( U , V ) with || V_k || _2 <=...X_hat - X ) ** 2 , axis = 1 ) / np . sum ( X ** 2 , axis = 1 ))...scikit-learn.org/stable/modules/generated/sklearn.decomposition.DictionaryLearning.html -
PassiveAggressiveRegressor — scikit-learn 1.6.0...
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...[1, n_features] if n_classes == 2 else [n_classes, n_features] Weights...scikit-learn.org/stable/modules/generated/sklearn.linear_model.PassiveAggressiveRegressor.html -
LinearSVR — scikit-learn 1.6.0 documentation
float \(R^2\) of self.predict(X) w.r.t. y . Notes The \(R^2\) score...(n_features) if n_classes == 2 else (n_classes, n_features) Weights...scikit-learn.org/stable/modules/generated/sklearn.svm.LinearSVR.html -
Explicit feature map approximation for RBF kern...
n_samples // 2 ], digits . target [: n_samples // 2 ]) # Now predict...n_samples // 2 :], digits . target [ n_samples // 2 :]) # data_test...scikit-learn.org/stable/auto_examples/miscellaneous/plot_kernel_approximation.html