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What is vector search? Better search with ML | ...
including text and images, transforming it...the unstructured data beyond text, such as videos, images, and...www.elastic.co/what-is/vector-search -
9.1. Strategies to scale computationally: bigge...
text.HashingVectorizer for text documents. 9.1.1.3....explicit care. A good example is text classification where unknown...scikit-learn.org/stable/computing/scaling_strategies.html -
config_context — scikit-learn 1.7.0 documentation
If ‘text’, estimators will be displayed as text. If None,...from False to True. display {‘text’, ‘diagram’}, default=None If...scikit-learn.org/stable/modules/generated/sklearn.config_context.html -
Examples — scikit-learn 1.7.0 documentation
classification of text documents Out-of-core classification of text documents...on a Text Dataset Semi-supervised Classification on a Text Dataset...scikit-learn.org/stable/auto_examples/index.html -
Elastic (ELK) Stack features list | Elastic
Flexibility Data types Full-text search (inverted index) Document...indices Search and analyze Full-text search Inverted index Runtime...www.elastic.co/elastic-stack/features -
1.1. Linear Models — scikit-learn 1.7.0 documen...
a cost of \(O(n_{\text{samples}} n_{\text{features}}^2)\) , assuming...assuming that \(n_{\text{samples}} \geq n_{\text{features}}\) . 1.1.2....scikit-learn.org/stable/modules/linear_model.html -
f1_score — scikit-learn 1.7.0 documentation
\[\text{F1} = \frac{2 * \text{TP}}{2 * \text{TP} + \text{FP}...\text{FP} + \text{FN}}\] Where \(\text{TP}\) is the number of true positives,...scikit-learn.org/stable/modules/generated/sklearn.metrics.f1_score.html -
What is Generative AI? | A Comprehensive Genera...
and text. How does generative artificial...models can generate expansive text based on words provided for...www.elastic.co/what-is/generative-ai -
Examples based on real world datasets — scikit-...
classification of text documents Out-of-core classification of text documents...scikit-learn.org/stable/auto_examples/applications/index.html -
clustering.rst.txt
math:: \text{ARI} = \frac{\text{RI} - E[\text{RI}]}{\max(\text{RI})...math:: \text{AMI} = \frac{\text{MI} - E[\text{MI}]}{\text{mean}(H(U),...scikit-learn.org/stable/_sources/modules/clustering.rst.txt