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Simple 1D Kernel Density Estimation — scikit-le...
1 , int ( 0.3 * N )), np . random . normal ( 5 , 1 , int...score_samples ( X_plot ) ax [ 1 , 1 ] . fill ( X_plot [:, 0 ], np...scikit-learn.org/stable/auto_examples/neighbors/plot_kde_1d.html -
3. Model selection and evaluation — scikit-lear...
1.1. Computing cross-validated metrics 3.1.2. Cross...validation iterators 3.1.3. A note on shuffling 3.1.4. Cross validation...scikit-learn.org/stable/model_selection.html -
compute_optics_graph — scikit-learn 1.6.0 docum...
1.41..., 1. , 1. , 4.12...]) >>> reachability array([ inf,...3.16..., 1.41..., 4.12..., 1. , 5. ]) >>> predecessor array([-1, 0,...scikit-learn.org/stable/modules/generated/sklearn.cluster.compute_optics_graph.html -
inplace_csr_column_scale — scikit-learn 1.6.0 d...
1 , 2 , 2 ]) >>> data = np . array ([ 8 , 1 , 2 , 5 ])...csr . todense () matrix([[8, 1, 2], [0, 0, 5], [0, 0, 0], [0,...scikit-learn.org/stable/modules/generated/sklearn.utils.sparsefuncs.inplace_csr_column_scale.html -
cluster_optics_xi — scikit-learn 1.6.0 document...
1, 1, 1]) >>> clusters array([[0, 2],...min_samples int > 1 or float between 0 and 1 The same as the min_samples...scikit-learn.org/stable/modules/generated/sklearn.cluster.cluster_optics_xi.html -
d2_tweedie_score — scikit-learn 1.6.0 documenta...
1 , 2.5 , 7 ] >>> y_pred = [ 1 , 1 , 5 , 3.5 ] >>>...explained. Best possible score is 1.0 and it can be negative (because...scikit-learn.org/stable/modules/generated/sklearn.metrics.d2_tweedie_score.html -
explained_variance_score — scikit-learn 1.7.dev...
1 ], [ - 1 , 1 ], [ 7 , - 6 ]] >>> y_pred...cross-validation). Added in version 1.1. Returns : score float or ndarray...scikit-learn.org/dev/modules/generated/sklearn.metrics.explained_variance_score.html -
Comparing Nearest Neighbors with and without Ne...
StandardScaler n_neighbors = 1 dataset = datasets . load_iris.... scatter ( X [:, 0 ], X [:, 1 ], c = y , cmap = cmap_bold ,...scikit-learn.org/stable/auto_examples/neighbors/plot_nca_classification.html -
Prediction Latency — scikit-learn 1.6.0 documen...
1 , verbose = False ): """Generate...configuration , duration_secs = 0.1 ): """benchmark throughput for...scikit-learn.org/stable/auto_examples/applications/plot_prediction_latency.html -
Entity Framework 6 | APM .NET Agent Reference [...
xml version="1.0" encoding="utf-8"?> <configuration>...www.elastic.co/guide/en/apm/agent/dotnet/current/setup-ef6.html