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Better Binary Quantization (BBQ) in Lucene and ...
0 b 0000110 ] \text{Remember our originally stored...= [0, 1, 1, 0, 0, 0, 0, 0] \text{We rotate the combine the bits...www.elastic.co/search-labs/blog/better-binary-quantization-lucene-elasticsearch -
2.3. Clustering — scikit-learn 1.7.1 documentation
\[\text{ARI} = \frac{\text{RI} - E[\text{RI}]}{\max(\text{RI})...index: \[\text{AMI} = \frac{\text{MI} - E[\text{MI}]}{\text{mean}(H(U),...scikit-learn.org/stable/modules/clustering.html -
linear_model.rst.txt
cost of :math:`O(n_{\text{samples}} n_{\text{features}}^2)`, assuming...that :math:`n_{\text{samples}} \geq n_{\text{features}}`. .....scikit-learn.org/stable/_sources/modules/linear_model.rst.txt -
AI Assistant | Elastic Docs
selected text. Copy to clipboard ( ): Copy the text to clipboard...timeline ( ): Add the selected text to your currently active Timeline...www.elastic.co/docs/solutions/security/ai/ai-assistant -
7.6. Random Projection — scikit-learn 1.7.1 doc...
-\sqrt{\frac{s}{n_{\text{components}}}} & & 1 / 2s\\ 0 &\text{with probability}...reduction: applications to image and text data. In Proceedings of the...scikit-learn.org/stable/modules/random_projection.html -
Semi Supervised Classification — scikit-learn 1...
scikit-learn.org/stable/auto_examples/semi_supervised/index.html -
Compatible third party models | Elastic Docs
e-v2 Third party text embedding models Text Embedding models...Third party text similarity models You can use these text similarity...www.elastic.co/docs/explore-analyze/machine-learning/nlp/ml-nlp-model-ref -
3.4. Metrics and scoring: quantifying the quali...
(pre-test and post-tests): \[\text{post-test odds} = \text{Likelihood...recall: \[\text{precision} = \frac{\text{tp}}{\text{tp} + \text{fp}},\]...scikit-learn.org/stable/modules/model_evaluation.html -
sg_gallery-rendered-html.css
var(--sg-text-color); background-color: var(--sg-text-color);...html[data-theme="light"] { --sg-text-color: #000; --sg-background-color:...scikit-learn.org/stable/_static/sg_gallery-rendered-html.css -
Retrieval Augmented Generation (RAG) - Elastics...
models that can generate fluent text, realistic images, and even...the semantic meaning of the text. This is important because it...www.elastic.co/search-labs/blog/retrieval-augmented-generation-rag