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FeatureHasher and DictVectorizer Comparison — s...
column index is explicitly stored in the .vocabulary_ attribute...requires more memory usage to store them, even if a majority of...scikit-learn.org/stable/auto_examples/text/plot_hashing_vs_dict_vectorizer.html -
KernelPCA — scikit-learn 1.7.0 documentation
input X is copied and stored by the model in the X_fit_...copy_X=False saves memory by storing a reference. Added in version...scikit-learn.org/stable/modules/generated/sklearn.decomposition.KernelPCA.html -
check_symmetric — scikit-learn 1.7.0 documentation
matrix of dtype 'int64' with 6 stored elements and shape (3, 3)>...scikit-learn.org/stable/modules/generated/sklearn.utils.validation.check_symmetric.html -
RocCurveDisplay — scikit-learn 1.7.0 documentation
probabilities of scores of a classifier. roc_auc_score Compute the...probabilities of scores of a classifier. roc_auc_score Compute the...scikit-learn.org/stable/modules/generated/sklearn.metrics.RocCurveDisplay.html -
grid_to_graph — scikit-learn 1.7.0 documentation
matrix of dtype 'int64' with 2 stored elements and shape (2, 2)>...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.image.grid_to_graph.html -
LocallyLinearEmbedding — scikit-learn 1.7.0 doc...
n_components] Stores the embedding vectors reconstruction_error_...nbrs_ NearestNeighbors object Stores nearest neighbors instance,...scikit-learn.org/stable/modules/generated/sklearn.manifold.LocallyLinearEmbedding.html -
Cyber Investigation & Incident Response | Elastic
low-cost object stores to confidently determine incident...intelligence, host anomaly score, alert attribute counts, and...www.elastic.co/security/investigation-response -
Introducing approximate nearest neighbor search...
term-based scoring. Elasticsearch currently supports storing vectors...vector similarity scores with traditional BM25 scores ? Should kNN...www.elastic.co/blog/introducing-approximate-nearest-neighbor-search-in-elasticsearch-8-0 -
BayesianGaussianMixture — scikit-learn 1.7.0 do...
Storing the precision matrices instead...by the precision matrices. Storing the precision matrices instead...scikit-learn.org/stable/modules/generated/sklearn.mixture.BayesianGaussianMixture.html -
roc_curve — scikit-learn 1.7.0 documentation
y_score array-like of shape (n_samples,) Target scores, can...arbitrary threshold at infinity (stored in thresholds[0] ) is added...scikit-learn.org/stable/modules/generated/sklearn.metrics.roc_curve.html