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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 -
Supported File Formats
Text (txt) XML (xml, xhtml, mm, etc.)...Files (gz, tar, zip, etc.) Rich Text (rtf) ePub Audio/Image/Video...fess.codelibs.org/supported-files.html -
sg_gallery.css
sphx-glr-thumbcontainer p a span { /* text within link should be masked...7px; } div.sphx-glr-footer { text-align: center; } div.sphx-glr-download...scikit-learn.org/stable/_static/sg_gallery.css -
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/ -
7.6. Random Projection — scikit-learn 1.8...
-\sqrt{\frac{s}{n_{\text{components}}}} & & 1 / 2s\\ 0 &\text{with...reduction: applications to image and text data. In Proceedings of the...scikit-learn.org/stable/modules/random_projection.html -
What is conversational AI? | A Comprehensive Co...
receive speech or text inputs and produce speech or text outputs to...assistants, text-to-speech (TTS), and speech-to-text (STT) technologies....www.elastic.co/what-is/conversational-ai -
Robust vs Empirical covariance estimate —...
up to \(\frac{n_\text{samples} - n_\text{features}-1}{2}\) outliers)...to find \(\frac{n_\text{samples} + n_\text{features}+1}{2}\) observations...scikit-learn.org/stable/auto_examples/covariance/plot_robust_vs_empirical_covariance.html -
1.1. Linear Models — scikit-learn 1.8.0 d...
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 -
1.9. Naive Bayes — scikit-learn 1.8.0 doc...
naive Bayes variants used in text classification (where the data...is the number of features (in text classification, the size of...scikit-learn.org/stable/modules/naive_bayes.html -
Simple 1D Kernel Density Estimation — sci...
text ( - 3.5 , 0.31 , "Histogram"...density = True ) ax [ 0 , 1 ] . text ( - 3.5 , 0.31 , "Histogram,...scikit-learn.org/stable/auto_examples/neighbors/plot_kde_1d.html