Computation times

00:09.958 total execution time for auto_examples_neighbors files:

Kernel Density Estimation (plot_digits_kde_sampling.py)

00:04.215

0.0 MB

Dimensionality Reduction with Neighborhood Components Analysis (plot_nca_dim_reduction.py)

00:01.903

0.0 MB

Caching nearest neighbors (plot_caching_nearest_neighbors.py)

00:01.021

0.0 MB

Novelty detection with Local Outlier Factor (LOF) (plot_lof_novelty_detection.py)

00:00.670

0.0 MB

Simple 1D Kernel Density Estimation (plot_kde_1d.py)

00:00.611

0.0 MB

Nearest Neighbors Classification (plot_classification.py)

00:00.510

0.0 MB

Comparing Nearest Neighbors with and without Neighborhood Components Analysis (plot_nca_classification.py)

00:00.470

0.0 MB

Neighborhood Components Analysis Illustration (plot_nca_illustration.py)

00:00.163

0.0 MB

Nearest Centroid Classification (plot_nearest_centroid.py)

00:00.157

0.0 MB

Nearest Neighbors regression (plot_regression.py)

00:00.156

0.0 MB

Outlier detection with Local Outlier Factor (LOF) (plot_lof_outlier_detection.py)

00:00.078

0.0 MB

Kernel Density Estimate of Species Distributions (plot_species_kde.py)

00:00.003

0.0 MB

Approximate nearest neighbors in TSNE (approximate_nearest_neighbors.py)

00:00.000

0.0 MB