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Elastic Advances LLM Security with Standardized...
g., OpenAI, Bedrock, etc.) and all...fields within the LLM ecosystem (e.g., user interaction and application...www.elastic.co/security-labs/elastic-advances-llm-security -
load_files — scikit-learn 1.5.0 documentation
g. .txt ) then you can pass a list...decode the content of the files (e.g. for images or other non-text...scikit-learn.org/stable/modules/generated/sklearn.datasets.load_files.html -
KNeighborsRegressor — scikit-learn 1.5.0 docume...
g. ‘euclidean’ if the metric parameter...sub-estimator of a meta-estimator, e.g. used inside a Pipeline . Otherwise...scikit-learn.org/stable/modules/generated/sklearn.neighbors.KNeighborsRegressor.html -
1.16. Probability calibration — scikit-learn 1....
g., some instances of SGDClassifier...more discriminatory power, e.g. using many more features. 1.16.1....scikit-learn.org/stable/modules/calibration.html -
euclidean_distances — scikit-learn 1.5.0 docume...
g., scipy.spatial.distance functions....dot-products of vectors in Y (e.g., (Y**2).sum(axis=1) ) May be...scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.euclidean_distances.html -
FeatureHasher and DictVectorizer Comparison — s...
g., tokens), then using the hash...appear with higher frequency (e.g. “the”, “a”, “is” in English)...scikit-learn.org/stable/auto_examples/text/plot_hashing_vs_dict_vectorizer.html -
KNeighborsClassifier — scikit-learn 1.5.0 docum...
g. ‘euclidean’ if the metric parameter...sub-estimator of a meta-estimator, e.g. used inside a Pipeline . Otherwise...scikit-learn.org/stable/modules/generated/sklearn.neighbors.KNeighborsClassifier.html -
AdaBoostClassifier — scikit-learn 1.5.0 documen...
g. used inside a Pipeline . Otherwise...sub-estimator of a meta-estimator, e.g. used inside a Pipeline . Otherwise...scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostClassifier.html -
make_sparse_uncorrelated — scikit-learn 1.5.0 d...
References [ 1 ] G. Celeux, M. El Anbari, J.-M. Marin,...scikit-learn.org/stable/modules/generated/sklearn.datasets.make_sparse_uncorrelated.html -
StandardScaler — scikit-learn 1.5.0 documentation
g. Gaussian with 0 mean and unit...guaranteed to always work inplace; e.g. if the data is not a NumPy array...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.StandardScaler.html