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  1. Version 0.24 — scikit-learn 1.8.0 documen...

    previously didn’t work as documented – or according to reasonable...by Nathan C. . Code and documentation contributors Thanks to everyone...
    scikit-learn.org/stable/whats_new/v0.24.html
    Mon Jan 19 11:28:24 GMT 2026
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  2. Comparing Target Encoder with Other Encoders &#...

    Documentation for Pipeline i Not fitted...columntransformer: ColumnTransformer ? Documentation for columntransformer: ColumnTransformer...
    scikit-learn.org/stable/auto_examples/preprocessing/plot_target_encoder.html
    Mon Jan 19 11:28:23 GMT 2026
      194.9K bytes
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  3. Selecting dimensionality reduction with Pipelin...

    Documentation for GridSearchCV i Fitted...Pipeline MinMaxScaler ? Documentation for MinMaxScaler Parameters...
    scikit-learn.org/stable/auto_examples/compose/plot_compare_reduction.html
    Mon Jan 19 11:28:23 GMT 2026
      164.8K bytes
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  4. Column Transformer with Heterogeneous Data Sour...

    text documents using sparse features Biclustering documents with...examples Classification of text documents using sparse features Classification...
    scikit-learn.org/stable/auto_examples/compose/plot_column_transformer.html
    Mon Jan 19 11:28:24 GMT 2026
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  5. Feature importances with a forest of trees &#82...

    Documentation for RandomForestClassifi...RandomForestClassifi ? Documentation for RandomForestClassifi...
    scikit-learn.org/stable/auto_examples/ensemble/plot_forest_importances.html
    Mon Jan 19 11:28:23 GMT 2026
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  6. Visualization of MLP weights on MNIST — s...

    that is used to build this documentation on a regular basis. Iteration...
    scikit-learn.org/stable/auto_examples/neural_networks/plot_mnist_filters.html
    Mon Jan 19 11:28:25 GMT 2026
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  7. Comparing different hierarchical linkage method...

    This example shows characteristics of different linkage methods for hierarchical clustering on datasets that are “interesting” but still in 2D. The main observations to make are: single linkage is ...
    scikit-learn.org/stable/auto_examples/cluster/plot_linkage_comparison.html
    Mon Jan 19 11:28:24 GMT 2026
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  8. Iso-probability lines for Gaussian Processes cl...

    A two-dimensional classification example showing iso-probability lines for the predicted probabilities., Total running time of the script:(0 minutes 0.117 seconds) Launch binder Launch JupyterLite ...
    scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpc_isoprobability.html
    Mon Jan 19 11:28:23 GMT 2026
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  9. Comparing Nearest Neighbors with and without Ne...

    An example comparing nearest neighbors classification with and without Neighborhood Components Analysis. It will plot the class decision boundaries given by a Nearest Neighbors classifier when usin...
    scikit-learn.org/stable/auto_examples/neighbors/plot_nca_classification.html
    Mon Jan 19 11:28:23 GMT 2026
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  10. Demonstration of k-means assumptions — sc...

    the example Clustering text documents using k-means ). In the case...
    scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_assumptions.html
    Mon Jan 19 11:28:24 GMT 2026
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