This is documentation for an old release of Scikit-learn (version 1.3). Try the latest stable release (version 1.6) or development (unstable) versions.

Nearest Neighbors

Examples concerning the sklearn.neighbors module.

Approximate nearest neighbors in TSNE

Approximate nearest neighbors in TSNE

Caching nearest neighbors

Caching nearest neighbors

Comparing Nearest Neighbors with and without Neighborhood Components Analysis

Comparing Nearest Neighbors with and without Neighborhood Components Analysis

Dimensionality Reduction with Neighborhood Components Analysis

Dimensionality Reduction with Neighborhood Components Analysis

Kernel Density Estimate of Species Distributions

Kernel Density Estimate of Species Distributions

Kernel Density Estimation

Kernel Density Estimation

Nearest Centroid Classification

Nearest Centroid Classification

Nearest Neighbors Classification

Nearest Neighbors Classification

Nearest Neighbors regression

Nearest Neighbors regression

Neighborhood Components Analysis Illustration

Neighborhood Components Analysis Illustration

Novelty detection with Local Outlier Factor (LOF)

Novelty detection with Local Outlier Factor (LOF)

Outlier detection with Local Outlier Factor (LOF)

Outlier detection with Local Outlier Factor (LOF)

Simple 1D Kernel Density Estimation

Simple 1D Kernel Density Estimation