Computation times

00:30.092 total execution time for auto_examples_neighbors files:

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

00:16.476

0.0 MB

Kernel Density Estimation (plot_digits_kde_sampling.py)

00:04.741

0.0 MB

Caching nearest neighbors (plot_caching_nearest_neighbors.py)

00:03.820

0.0 MB

Dimensionality Reduction with Neighborhood Components Analysis (plot_nca_dim_reduction.py)

00:01.671

0.0 MB

Nearest Neighbors Classification (plot_classification.py)

00:01.571

0.0 MB

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

00:00.606

0.0 MB

Simple 1D Kernel Density Estimation (plot_kde_1d.py)

00:00.401

0.0 MB

Nearest Centroid Classification (plot_nearest_centroid.py)

00:00.216

0.0 MB

Kernel Density Estimate of Species Distributions (plot_species_kde.py)

00:00.193

0.0 MB

Neighborhood Components Analysis Illustration (plot_nca_illustration.py)

00:00.167

0.0 MB

Nearest Neighbors regression (plot_regression.py)

00:00.145

0.0 MB

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

00:00.083

0.0 MB

Approximate nearest neighbors in TSNE (approximate_nearest_neighbors.py)

00:00.000

0.0 MB