Computation times¶

00:45.922 total execution time for auto_examples_neighbors files:

Comparing Nearest Neighbors with and without Neighborhood Components Analysis (`plot_nca_classification.py`)	00:27.627	0.0 MB
Kernel Density Estimation (`plot_digits_kde_sampling.py`)	00:06.080	0.0 MB
Caching nearest neighbors (`plot_caching_nearest_neighbors.py`)	00:05.231	0.0 MB
Nearest Neighbors Classification (`plot_classification.py`)	00:02.568	0.0 MB
Dimensionality Reduction with Neighborhood Components Analysis (`plot_nca_dim_reduction.py`)	00:02.223	0.0 MB
Novelty detection with Local Outlier Factor (LOF) (`plot_lof_novelty_detection.py`)	00:00.921	0.0 MB
Simple 1D Kernel Density Estimation (`plot_kde_1d.py`)	00:00.520	0.0 MB
Nearest Centroid Classification (`plot_nearest_centroid.py`)	00:00.268	0.0 MB
Neighborhood Components Analysis Illustration (`plot_nca_illustration.py`)	00:00.208	0.0 MB
Nearest Neighbors regression (`plot_regression.py`)	00:00.173	0.0 MB
Outlier detection with Local Outlier Factor (LOF) (`plot_lof_outlier_detection.py`)	00:00.096	0.0 MB
Kernel Density Estimate of Species Distributions (`plot_species_kde.py`)	00:00.005	0.0 MB
Approximate nearest neighbors in TSNE (`approximate_nearest_neighbors.py`)	00:00.000	0.0 MB