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Building a Multimodal RAG system with Elasticse...
Testing embedding generation: Let's test our embedding...uniform text representation . Works well with existing text-based...www.elastic.co/search-labs/blog/building-multimodal-rag-system -
quantile_transform — scikit-learn 1.6.1 documen...
splitting into training and test sets. This will bias the model...information would have leaked from the test set to the training set. In...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.quantile_transform.html -
Parse PDF text and table data with Azure AI Doc...
contains both text and table data. We will test the retrieval...page_content - For testing RAG using full-text search page_content_sparse...www.elastic.co/search-labs/blog/azure-ai–document-intelligence-parse-pdf-text-tables -
6.3. Preprocessing data — scikit-learn 1.6.1 do...
X_test , y_train , y_test = train_test_split ( X ,...score ( X_test , y_test ) # apply scaling on testing data, without...scikit-learn.org/stable/modules/preprocessing.html -
check_estimator — scikit-learn 1.6.1 documentation
running tests are aborted. This does not included tests that are...function will run an extensive test-suite for input validation,...scikit-learn.org/stable/modules/generated/sklearn.utils.estimator_checks.check_estimator.html -
feature_selection.rst.txt
the best features based on univariate statistical tests. It can...we can use a F-test to retrieve the two best features for a dataset...scikit-learn.org/stable/_sources/modules/feature_selection.rst.txt -
OutputCodeClassifier — scikit-learn 1.6.1 docum...
the mean accuracy on the given test data and labels. In multi-label...shape (n_samples, n_features) Test samples. y array-like of shape...scikit-learn.org/stable/modules/generated/sklearn.multiclass.OutputCodeClassifier.html -
plot_hgbt_regression.ipynb
import train_test_split\n\nX_train, X_test, y_train, y_test = train_test_split(X,...train_test_split(X, y, test_size=0.4, shuffle=False)\n\nprint(f\"Training...scikit-learn.org/stable/_downloads/cb9a8a373677fb481fe43a11d8fa0e94/plot_hgbt_regression.ipynb -
Elasticsearch AI Playground: Experiment, ingest...
Playground - Roll up your sleeves Test the latest AI search capabilities...explore how to build RAG systems, test different LLMs from various...www.elastic.co/demo-gallery/ai-playground -
ClassifierMixin — scikit-learn 1.6.1 documentation
the mean accuracy on the given test data and labels. In multi-label...shape (n_samples, n_features) Test samples. y array-like of shape...scikit-learn.org/stable/modules/generated/sklearn.base.ClassifierMixin.html