General examples

Introductory examples.

KMedoids Demo

KMedoids Demo

Robust regression on simulated corrupted dataset

Robust regression on simulated corrupted dataset

Common-nearest-neighbor clustering demo I

Common-nearest-neighbor clustering demo I

A demo of Robust Classification on Simulated corrupted dataset

A demo of Robust Classification on Simulated corrupted dataset

A demo of K-Medoids vs CLARA clustering on the handwritten digits data

A demo of K-Medoids vs CLARA clustering on the handwritten digits data

Cluster

Examples concerning the sklearn_extra.kernel_methods.cluster module.

Common-nearest-neighbor clustering demo II

Common-nearest-neighbor clustering demo II

A demo of K-Medoids clustering on the handwritten digits data

A demo of K-Medoids clustering on the handwritten digits data

A demo of several clustering algorithms on a corrupted dataset

A demo of several clustering algorithms on a corrupted dataset

Eigenpro

Examples concerning the sklearn_extra.kernel_methods.eigenpro module.

Comparison of EigenPro and SVC on Digit Classification

Comparison of EigenPro and SVC on Digit Classification

Kernel approximation

Examples concerning the sklearn_extra.kernel_methods.kernel_approximation module.

Recognizing hand-written digits using Fastfood kernel approximation

Recognizing hand-written digits using Fastfood kernel approximation

Explicit feature map approximation for RBF kernels

Explicit feature map approximation for RBF kernels

Robust

Examples concerning the sklearn_extra.kernel_methods.robust module.

A demo of Robust Classification on real dataset “diabetes” from OpenML

A demo of Robust Classification on real dataset "diabetes" from OpenML

A demo of Robust Regression on real dataset “california housing”

A demo of Robust Regression on real dataset "california housing"