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  1. check_array — scikit-learn 1.8.0 document...

    ndim > 2. ensure_min_samples int, default=1...the input data has effectively 2 dimensions or is originally 1D...
    scikit-learn.org/stable/modules/generated/sklearn.utils.check_array.html
    Mon Feb 02 09:23:44 UTC 2026
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  2. NMF — scikit-learn 1.8.0 documentation

    ||H||_{Fro}^2,\end{aligned}\end{align} \] where \(||A||_{Fro}^2 = \sum_{i,j}...array ([[ 1 , 1 ], [ 2 , 1 ], [ 3 , 1.2 ], [ 4 , 1 ], [ 5 , 0.8...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.NMF.html
    Mon Mar 02 11:09:53 UTC 2026
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  3. make_friedman3 — scikit-learn 1.8.0 docum...

    in Friedman [1] and Breiman [2]. Inputs X are 4 independent features...<= 560 * pi , 0 <= X [:, 2 ] <= 1 , 1 <= X [:, 3 ]...
    scikit-learn.org/stable/modules/generated/sklearn.datasets.make_friedman3.html
    Mon Mar 02 11:09:52 UTC 2026
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  4. MeanShift — scikit-learn 1.8.0 documentation

    complexity will tend towards O(T*n^2). Scalability can be boosted by...X = np . array ([[ 1 , 1 ], [ 2 , 1 ], [ 1 , 0 ], ... [ 4 , 7...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.MeanShift.html
    Mon Mar 02 11:09:53 UTC 2026
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  5. Ability of Gaussian process regression (GPR) to...

    = ( 1e-2 , 1e3 )) + WhiteKernel ( noise_level = 1e-2 , noise_level_bounds...( - 2 , 4 , num = 80 ) noise_level = np . logspace ( - 2 , 1...
    scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpr_noisy.html
    Mon Mar 02 11:09:51 UTC 2026
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  6. auto_examples_jupyter.zip

    - l / 2.0) ** 2 + (y - l / 2.0) ** 2 < (l / 2.0) ** 2\n mask...1,\n figsize=(4 * 2.2, n_classifiers * 2.2),\n)\nevaluation_results...
    scikit-learn.org/stable/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip
    Mon Mar 02 11:09:52 UTC 2026
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  7. euclidean_distances &#8212; scikit-learn 1.8.0 ...

    x ) - 2 * dot ( x , y ) + dot ( y , y...dot-products of vectors in Y (e.g., (Y**2).sum(axis=1) ) May be ignored...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.pairwise.euclidean_distances.html
    Mon Mar 02 11:09:53 UTC 2026
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  8. Log Configuration

    /^\d{4}-\d{2}-\d{2}/ format1 /^(?&lt;time&gt;\d{4}-\d{2}-\d{2} \d{...\d{2}:\d{2}:\d{2},\d{3}) \[(?&lt;thread&gt;.*?)\] (?&lt;level&g...
    fess.codelibs.org/15.4/config/admin-logging.html
    Mon Feb 09 02:42:12 UTC 2026
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  9. Release Highlights for scikit-learn 0.24 &#8212...

    2. From 1.2, use # PartialDependenceDis...scikit-learn 1.2 Release Highlights for scikit-learn 1.2 Gallery generated...
    scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_0_24_0.html
    Mon Mar 02 11:09:51 UTC 2026
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  10. available_if &#8212; scikit-learn 1.8.0 documen...

    x % 2 == 0 ... ... @available_if ( _x_is_even...False &gt;&gt;&gt; obj . x = 2 &gt;&gt;&gt; hasattr ( obj , ...
    scikit-learn.org/stable/modules/generated/sklearn.utils.metaestimators.available_if.html
    Mon Mar 02 11:09:51 UTC 2026
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