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Understanding the decision tree structure — sci...
compute_node_depths() method computes the depth of...structure to compute various properties. Below, we will compute the depth...scikit-learn.org/stable/auto_examples/tree/plot_unveil_tree_structure.html -
KernelPCA — scikit-learn 1.5.0 documentation
eigenvalue decomposition is computed and optionally truncated afterwards...iterations for the power method computed by svd_solver == ‘randomized’....scikit-learn.org/stable/modules/generated/sklearn.decomposition.KernelPCA.html -
LearningCurveDisplay — scikit-learn 1.5.0 docum...
learning_curve Compute the learning curve. Examples...Training the estimator and computing the score are parallelized...scikit-learn.org/stable/modules/generated/sklearn.model_selection.LearningCurveDisplay.html -
Introducing Scalar Quantization in Lucene — Ela...
shards per index gives you compute parallelism across nodes. Each...February 2024 Vector Similarity Computations - ludicrous speed Optimizing...www.elastic.co/search-labs/blog/scalar-quantization-in-lucene -
Gradient Boosting Out-of-Bag estimates — scikit...
estimates but they can be computed on-the-fly without the need...clf , X_test , y_test ): """compute deviance scores on ``X_test``...scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_oob.html -
graphical_lasso — scikit-learn 1.5.0 documentation
Empirical covariance from which to compute the covariance estimate. alpha...machine-precision regularization in the computation of the Cholesky diagonal...scikit-learn.org/stable/modules/generated/sklearn.covariance.graphical_lasso.html -
cross_validate — scikit-learn 1.5.0 documentation
Training the estimator and computing the score are parallelized...to include train scores. Computing training scores is used to...scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_validate.html -
ElasticNetCV — scikit-learn 1.5.0 documentation
default=None List of alphas where to compute the models. If None alphas...version 1.0. See also enet_path Compute elastic net path with coordinate...scikit-learn.org/stable/modules/generated/sklearn.linear_model.ElasticNetCV.html -
RandomizedSearchCV — scikit-learn 1.5.0 documen...
>1 : the computation time for each fold and parameter...the starting time of the computation. pre_dispatch int, or str,...scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html -
SplineTransformer — scikit-learn 1.5.0 document...
'F' order is faster to compute, but may slow down subsequent...output features, which is computed as n_features * n_splines...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.SplineTransformer.html