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2.3. Clustering — scikit-learn 1.7.2 docu...
\[\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 -
Evaluating generic phrases using Granite models...
print the response text. print (response[ 'text' ]) Copy code Copied!...import pipeline pipe = pipeline( "text-generation" , model =model,...developer.ibm.com/articles/generics-granite/ -
7.7. Kernel Approximation — scikit-learn ...
\(\mathcal{O}(n_{\text{samples}}(n_{\text{features}} + n_{\text{components}}...\(\mathcal{O}(n^2_{\text{components}} \cdot n_{\text{samples}})\) ,...scikit-learn.org/stable/modules/kernel_approximation.html -
Watson APIs - IBM Developer
Convert text to speech using Watson Libraries Embed text-to-speech...conversation, language, and advanced text analytics into your apps Watson...developer.ibm.com/components/watson-apis -
CountVectorizer — scikit-learn 1.7.2 docu...
on a Text Dataset Semi-supervised Classification on a Text Dataset...class sklearn.feature_extraction.text. CountVectorizer ( * , input='content'...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.CountVectorizer.html -
In Fess make Apache Solr based search server-in...
Include implementing full-text search server able to search...Java-based open-source full-text search server. The search engine...fess.codelibs.org/articles/article-1.html -
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 -
Process, understand, and answer policy question...
can answer directly with this text from the document. You'll notice...to answer directly with the text that it has analyzed from the...developer.ibm.com/tutorials/analyze-and-answer-policy-questions-with-smart-document-understanding/ -
7.3. Preprocessing data — scikit-learn 1....
- 1'_{\text{n}_{samples}} K - K_{test} 1_{\text{n}_{samples}}...\(K_{test}\) is done as: \[\tilde{K}_{test}(X, Y) = K_{test} -...scikit-learn.org/stable/modules/preprocessing.html -
Implement Elasticsearch with retrieval augmente...
chooses the next token from a pool of the most probable next tokens....credentials field. Test the connection by clicking Test connection ....developer.ibm.com/tutorials/awb-integration-of-wx-ai-watsonx-discovery-watson-assisant/