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  1. 1.8. Cross decomposition — scikit-learn 1.5.0 d...

    CCA and PLSSVD 1.8.1. PLSCanonical # We here describe...as follows: Set \(X_1\) to \(X\) and \(Y_1\) to \(Y\) . Then,...
    scikit-learn.org/stable/modules/cross_decomposition.html
    Fri May 31 14:06:04 UTC 2024
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  2. 8.1. Strategies to scale computationally: bigge...

    1.1.1. Streaming instances # Basically, 1. may be a...to make your system scale. 8.1.1. Scaling with instances using...
    scikit-learn.org/stable/computing/scaling_strategies.html
    Fri May 31 14:06:07 UTC 2024
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  3. How to optimize for speed — scikit-learn 1.6.de...

    py : 18 ( _pos ) 1 0.053 0.053 1.681 1.681 nmf . py : 352 (...: 337 ( __init__ ) 1 0.000 0.000 1.681 1.681 nmf . py : 461 (...
    scikit-learn.org/dev/developers/performance.html
    Fri May 31 14:06:05 UTC 2024
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  4. 6.6. Random Projection — scikit-learn 1.5.0 doc...

    }}} & & 1 / 2s\\ 0 &\text{with probability} & 1 - 1 / s \\ +...New York, NY, USA, 245-250. 6.6.1. The Johnson-Lindenstrauss lemma...
    scikit-learn.org/stable/modules/random_projection.html
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  5. Search - scikit-learn 1.5.0 documentation

    Skip to main content Back to top Ctrl + K GitHub Search Ctrl + K
    scikit-learn.org/stable/search.html
    Fri May 31 14:06:06 UTC 2024
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  6. Plotting Validation Curves — scikit-learn 1.5.0...

    [ 1 , 2 ]) # binary classification: 1 vs 2 X , y =...disp . ax_ . set_ylim ( 0.0 , 1.1 ) plt . show () Total running...
    scikit-learn.org/stable/auto_examples/model_selection/plot_validation_curve.html
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  7. plot_release_highlights_1_4_0.rst.txt

    1, 6, np.nan]).reshape(-1, 1) y = [0, 0, 1, 1] forest...<td>1.0</td><td>0.0</td></tr><tr><td>-1.293993</td><td>1.0</...
    scikit-learn.org/stable/_sources/auto_examples/release_highlights/plot_release_highlights_1_4_0.r...
    Mon May 20 18:34:25 UTC 2024
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  8. Orthogonal Matching Pursuit — scikit-learn 1.5....

    1 , 1 ) plt . xlim ( 0 , 512 ) plt...make_sparse_coded_signal ( n_samples = 1 , n_components = n_components...
    scikit-learn.org/stable/auto_examples/linear_model/plot_omp.html
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  9. Caching nearest neighbors — scikit-learn 1.5.0 ...

    = True ) n_neighbors_list = [ 1 , 2 , 3 , 4 , 5 , 6 , 7 , 8 ,...fig , axes = plt . subplots ( 1 , 2 , figsize = ( 8 , 4 )) axes...
    scikit-learn.org/stable/auto_examples/neighbors/plot_caching_nearest_neighbors.html
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  10. 1.15. Isotonic regression — scikit-learn 1.5.0 ...

    content Back to top Ctrl + K GitHub 1.15. Isotonic regression # The...non-decreasing real function to 1-dimensional data. It solves the...
    scikit-learn.org/stable/modules/isotonic.html
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