Computation times

01:19.138 total execution time for auto_examples_neighbors files:

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

00:53.757

0.0 MB

Kernel Density Estimation (plot_digits_kde_sampling.py)

00:07.518

0.0 MB

Caching nearest neighbors (plot_caching_nearest_neighbors.py)

00:07.510

0.0 MB

Nearest Neighbors Classification (plot_classification.py)

00:03.789

0.0 MB

Dimensionality Reduction with Neighborhood Components Analysis (plot_nca_dim_reduction.py)

00:03.362

0.0 MB

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

00:01.155

0.0 MB

Simple 1D Kernel Density Estimation (plot_kde_1d.py)

00:00.840

0.0 MB

Neighborhood Components Analysis Illustration (plot_nca_illustration.py)

00:00.348

0.0 MB

Nearest Centroid Classification (plot_nearest_centroid.py)

00:00.302

0.0 MB

Nearest Neighbors regression (plot_regression.py)

00:00.249

0.0 MB

Kernel Density Estimate of Species Distributions (plot_species_kde.py)

00:00.181

0.0 MB

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

00:00.128

0.0 MB

Approximate nearest neighbors in TSNE (approximate_nearest_neighbors.py)

00:00.000

0.0 MB