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  1. Install Elasticsearch with Docker | Elasticsear...

    API to the host #ES_PORT=9200 ES_PORT=127.0.0.1:9200 ... To start...kernelCommandLine = "sysctl.vm.max_map_count=262144" This will...
    www.elastic.co/guide/en/elasticsearch/reference/current/docker.html
    Tue Mar 25 16:32:51 UTC 2025
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  2. Column Transformer with Mixed Types — scikit-le...

    y = fetch_openml ( "titanic" , version = 1 , as_frame = True...attribute: # X = titanic.frame.drop('survived', axis=1) # y = titanic.frame['survived']...
    scikit-learn.org/stable/auto_examples/compose/plot_column_transformer_mixed_types.html
    Sat Apr 19 00:31:20 UTC 2025
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  3. RegressorTags — scikit-learn 1.6.1 documentation

    les=200, n_features=10, n_informative=1, bias=5.0, noise=20,...RegressorTags ( poor_score : bool = False ) [source] # Tags for the...
    scikit-learn.org/stable/modules/generated/sklearn.utils.RegressorTags.html
    Sat Apr 19 00:31:20 UTC 2025
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  4. Probability calibration of classifiers — scikit...

    ): this_X = X_train [ y_train == this_y ] this_sw = sw_train [...n_samples = n_samples , centers = centers , shuffle = False , random_state...
    scikit-learn.org/stable/auto_examples/calibration/plot_calibration.html
    Sat Apr 19 00:31:22 UTC 2025
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  5. Comparing random forests and the multi-output m...

    edgecolor = "k" , c = "navy" , s = s , marker = "s" , alpha = a , label...edgecolor = "k" , c = "c" , s = s , marker = "^" , alpha = a , label...
    scikit-learn.org/stable/auto_examples/ensemble/plot_random_forest_regression_multioutput.html
    Sat Apr 19 00:31:22 UTC 2025
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  6. murmurhash3_32 — scikit-learn 1.6.1 documentation

    seed = 0 , positive = False ) # Compute the...bytes, unicode or ndarray of dtype=np.int32 The physical object to...
    scikit-learn.org/stable/modules/generated/sklearn.utils.murmurhash3_32.html
    Sat Apr 19 00:31:20 UTC 2025
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  7. DetCurveDisplay — scikit-learn 1.6.1 documentation

    sample_weight = None , pos_label = None , name = None , ax = None ,..., test_size = 0.4 , random_state = 0 ) >>> clf = SVC ( random_state...
    scikit-learn.org/stable/modules/generated/sklearn.metrics.DetCurveDisplay.html
    Sat Apr 19 00:31:21 UTC 2025
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  8. Forecasting of CO2 level on Mona Loa dataset us...

    fetch_openml co2 = fetch_openml ( data_id = 41187 , as_frame = True ) co2...length_scale = 1.0 , periodicity = 1.0 , periodicity_bounds = "fixed"...
    scikit-learn.org/stable/auto_examples/gaussian_process/plot_gpr_co2.html
    Sat Apr 19 00:31:22 UTC 2025
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  9. Demonstration of k-means assumptions — scikit-l...

    ( X [ y == 0 ][: 500 ], X [ y == 1 ][: 100 ], X [ y == 2 ][: 10...axs = plt . subplots ( nrows = 2 , ncols = 2 , figsize = ( 12...
    scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_assumptions.html
    Sat Apr 19 00:31:21 UTC 2025
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  10. Version 1.1 — scikit-learn 1.6.1 documentation

    allows n_components == n_features , if algorithm='randomized' . #22181...ion with solver="newton-cg" , fit_intercept=True , and a single...
    scikit-learn.org/stable/whats_new/v1.1.html
    Sat Apr 19 00:31:22 UTC 2025
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