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GradientBoostingClassifier — scikit-learn 1.6.1...
estimator object that is used to compute the initial predictions. init...decision_function ( X ) [source] # Compute the decision function of X...scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingClassifier.html -
KNeighborsRegressor — scikit-learn 1.6.1 docume...
default=’auto’ Algorithm used to compute the nearest neighbors: ‘ball_tree’...Metric to use for distance computation. Default is “minkowski”,...scikit-learn.org/stable/modules/generated/sklearn.neighbors.KNeighborsRegressor.html -
ward_tree — scikit-learn 1.6.1 documentation
This is useful to decrease computation time if the number of clusters...case, the complete tree is not computed, thus the ‘children’ output...scikit-learn.org/stable/modules/generated/sklearn.cluster.ward_tree.html -
TransformedTargetRegressor — scikit-learn 1.6.1...
The computation during fit is: regressor...transformer . transform ( y )) The computation during predict is: inverse_func...scikit-learn.org/stable/modules/generated/sklearn.compose.TransformedTargetRegressor.html -
HistGradientBoostingRegressor — scikit-learn 1....
deviance” to simplify the computation of the gradient. Furthermore,...first iteration. Scores are computed according to the scoring parameter....scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingRegressor.html -
New Elastic Search AI — available on Elastic Cl...
Separate compute and storage Say goodbye to...Fully decoupling storage and compute enables boundless scale and...www.elastic.co/cloud/serverless/search-ai-lake -
kneighbors_graph — scikit-learn 1.6.1 documenta...
n_jobs = None ) [source] # Compute the (weighted) graph of k-Neighbors...Metric to use for distance computation. Default is “minkowski”,...scikit-learn.org/stable/modules/generated/sklearn.neighbors.kneighbors_graph.html -
Version 1.4 — scikit-learn 1.6.1 documentation
may not require as much computation or memory. Enhancement a...relying on euclidean pairwise computation with sparse matrices. The...scikit-learn.org/stable/whats_new/v1.4.html -
A demo of structured Ward hierarchical clusteri...
clustering on an image of coins # Compute the segmentation of a 2D image...* rescaled_coins . shape ) Compute clustering # import time as...scikit-learn.org/stable/auto_examples/cluster/plot_coin_ward_segmentation.html -
pairwise_distances_argmin_min — scikit-learn 1....
metric_kwargs = None ) [source] # Compute minimum distances between one...set of points. This function computes for each row in X, the index...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise_distances_argmin_min.html