Computation times

00:08.654 total execution time for auto_examples_neighbors files:

Kernel Density Estimation (plot_digits_kde_sampling.py)

00:04.212

0.0 MB

Dimensionality Reduction with Neighborhood Components Analysis (plot_nca_dim_reduction.py)

00:01.476

0.0 MB

Caching nearest neighbors (plot_caching_nearest_neighbors.py)

00:00.788

0.0 MB

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

00:00.547

0.0 MB

Nearest Neighbors Classification (plot_classification.py)

00:00.452

0.0 MB

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

00:00.430

0.0 MB

Simple 1D Kernel Density Estimation (plot_kde_1d.py)

00:00.313

0.0 MB

Neighborhood Components Analysis Illustration (plot_nca_illustration.py)

00:00.133

0.0 MB

Nearest Centroid Classification (plot_nearest_centroid.py)

00:00.120

0.0 MB

Nearest Neighbors regression (plot_regression.py)

00:00.118

0.0 MB

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

00:00.062

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