Computation times

00:11.173 total execution time for auto_examples_neighbors files:

Kernel Density Estimation (plot_digits_kde_sampling.py)

00:05.351

0.0 MB

Dimensionality Reduction with Neighborhood Components Analysis (plot_nca_dim_reduction.py)

00:02.438

0.0 MB

Caching nearest neighbors (plot_caching_nearest_neighbors.py)

00:00.930

0.0 MB

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

00:00.592

0.0 MB

Nearest Neighbors Classification (plot_classification.py)

00:00.511

0.0 MB

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

00:00.491

0.0 MB

Simple 1D Kernel Density Estimation (plot_kde_1d.py)

00:00.356

0.0 MB

Neighborhood Components Analysis Illustration (plot_nca_illustration.py)

00:00.148

0.0 MB

Nearest Centroid Classification (plot_nearest_centroid.py)

00:00.145

0.0 MB

Nearest Neighbors regression (plot_regression.py)

00:00.130

0.0 MB

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

00:00.075

0.0 MB

Kernel Density Estimate of Species Distributions (plot_species_kde.py)

00:00.006

0.0 MB

Approximate nearest neighbors in TSNE (approximate_nearest_neighbors.py)

00:00.000

0.0 MB