Computation times¶

01:28.002 total execution time for auto_examples_neighbors files:

Comparing Nearest Neighbors with and without Neighborhood Components Analysis (`plot_nca_classification.py`)	00:46.362	0.0 MB
Kernel Density Estimation (`plot_digits_kde_sampling.py`)	00:13.820	0.0 MB
Caching nearest neighbors (`plot_caching_nearest_neighbors.py`)	00:10.887	0.0 MB
Dimensionality Reduction with Neighborhood Components Analysis (`plot_nca_dim_reduction.py`)	00:07.665	0.0 MB
Nearest Neighbors Classification (`plot_classification.py`)	00:04.788	0.0 MB
Novelty detection with Local Outlier Factor (LOF) (`plot_lof_novelty_detection.py`)	00:02.043	0.0 MB
Simple 1D Kernel Density Estimation (`plot_kde_1d.py`)	00:00.979	0.0 MB
Nearest Centroid Classification (`plot_nearest_centroid.py`)	00:00.483	0.0 MB
Neighborhood Components Analysis Illustration (`plot_nca_illustration.py`)	00:00.416	0.0 MB
Nearest Neighbors regression (`plot_regression.py`)	00:00.361	0.0 MB
Outlier detection with Local Outlier Factor (LOF) (`plot_lof_outlier_detection.py`)	00:00.190	0.0 MB
Kernel Density Estimate of Species Distributions (`plot_species_kde.py`)	00:00.009	0.0 MB
Approximate nearest neighbors in TSNE (`approximate_nearest_neighbors.py`)	00:00.000	0.0 MB